From 6259fcdcfa3105220bbfe1890525d0d34a6ee086 Mon Sep 17 00:00:00 2001 From: Horace Lee <166745230+horaceleedev@users.noreply.github.com> Date: Tue, 10 Dec 2024 18:26:16 +0000 Subject: [PATCH 1/2] Minor installation changes to v2 beta notebook - install PytorchWildlife `1.1.0` release instead of the pre-release version - remove albumentations from dependencies --- follow-things-around-v2-beta.ipynb | 5001 +++++++++++++++------------- 1 file changed, 2757 insertions(+), 2244 deletions(-) diff --git a/follow-things-around-v2-beta.ipynb b/follow-things-around-v2-beta.ipynb index 533921d..fa8d864 100644 --- a/follow-things-around-v2-beta.ipynb +++ b/follow-things-around-v2-beta.ipynb @@ -207,9 +207,9 @@ }, "cellView": "form", "id": "wowAOceKRFkC", - "outputId": "493db7bc-3856-4b0f-8800-f0958171e664" + "outputId": "d2550684-06bc-45d9-baf3-14701b3fbb6c" }, - "execution_count": null, + "execution_count": 1, "outputs": [ { "output_type": "stream", @@ -236,50 +236,43 @@ "#@markdown This step installs some software packages needed.\n", "\n", "# Install MegaDetector dependencies\n", - "!pip install --quiet Pillow supervision==0.23.0 gradio chardet wget ultralytics albumentations scikit-learn\n", + "!pip install --quiet Pillow supervision==0.23.0 gradio chardet wget ultralytics scikit-learn\n", "!pip install --quiet --no-deps ultralytics-yolov5 # use --no-deps because otherwise Colab requires the user to restart the session\n", - "\n", - "# MegaDetectorV6 pre-release commit: https://github.com/microsoft/CameraTraps/tree/b5c91329bdd2c7263be474f41c407c9f75645791\n", - "!pip install --quiet --no-deps git+https://github.com/microsoft/CameraTraps.git@b5c91329" + "# Install MegaDetector\n", + "!pip install --quiet --no-deps PytorchWildlife~=1.1.0" ], "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, - "cellView": "form", "id": "qs_7uqTqRnq3", - "outputId": "e9dfa88f-d129-4c18-ebe0-1b6beaee3f38" + "outputId": "b1ee4cfc-d973-4737-cf2f-c1bdc18b783b", + "cellView": 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ultralytics-yolov5 (pyproject.toml) ... \u001b[?25l\u001b[?25hdone\n", - "\u001b[33m WARNING: Did not find branch or tag 'b5c91329', assuming revision or ref.\u001b[0m\u001b[33m\n", - "\u001b[0m Preparing metadata (setup.py) ... \u001b[?25l\u001b[?25hdone\n", + "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m62.0/62.0 kB\u001b[0m \u001b[31m4.2 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n", + "\u001b[?25h Preparing metadata (setup.py) ... \u001b[?25l\u001b[?25hdone\n", " Building wheel for PytorchWildlife (setup.py) ... \u001b[?25l\u001b[?25hdone\n" ] } @@ -352,7 +345,7 @@ "cellView": "form", "id": "QHz2gRYCbvS2" }, - "execution_count": null, + "execution_count": 3, "outputs": [] }, { @@ -396,9 +389,9 @@ }, "cellView": "form", "id": "pW0z-hF9SkiL", - "outputId": "71244c8d-604e-4b70-96f9-1cacd2d5cdf3" + "outputId": "af711bdc-6212-470b-de78-ec756c1df8b1" }, - "execution_count": null, + "execution_count": 4, "outputs": [ { "output_type": "stream", @@ -457,7 +450,7 @@ "cellView": "form", "id": "O02IwdFCVekf" }, - "execution_count": null, + "execution_count": 5, "outputs": [] }, { @@ -492,7 +485,7 @@ "cellView": "form", "id": "UajXdt6UTFAF" }, - "execution_count": null, + "execution_count": 6, "outputs": [] }, { @@ -710,17 +703,17 @@ "base_uri": "https://localhost:8080/" }, "id": "S4Hqz0eZ5ulO", - "outputId": "f3a5a2fd-dabc-493b-c8a7-b50b24369c9f", + "outputId": "d66998b8-9e3c-41e2-e3c0-222481d5f9ae", "cellView": "form" }, - "execution_count": null, + "execution_count": 7, "outputs": [ { "output_type": "stream", "name": "stdout", "text": [ "Video info: VideoInfo(width=1274, height=720, fps=24, total_frames=852)\n", - "Ultralytics 8.3.24 🚀 Python-3.10.12 torch-2.5.0+cu121 CUDA:0 (Tesla T4, 15102MiB)\n", + "Ultralytics 8.3.49 🚀 Python-3.10.12 torch-2.5.1+cu121 CUDA:0 (Tesla T4, 15102MiB)\n", "YOLOv9c summary (fused): 384 layers, 25,321,561 parameters, 0 gradients, 102.3 GFLOPs\n" ] }, @@ -736,15 +729,15 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 1 animal, 53.8ms\n", - "Speed: 15.2ms preprocess, 53.8ms inference, 772.3ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 1 animal, 100.2ms\n", + "Speed: 20.6ms preprocess, 100.2ms inference, 1488.9ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 0%| | 1/852 [00:01<17:47, 1.25s/it]" + "\r 0%| | 1/852 [00:02<32:23, 2.28s/it]" ] }, { @@ -752,18 +745,15 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 1 animal, 31.3ms\n", - "Speed: 3.7ms preprocess, 31.3ms inference, 1.4ms postprocess per image at shape (1, 3, 384, 640)\n", - "\n", - "0: 384x640 1 animal, 31.2ms\n", - "Speed: 4.0ms preprocess, 31.2ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 1 animal, 31.4ms\n", + "Speed: 3.2ms preprocess, 31.4ms inference, 1.9ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 0%| | 3/852 [00:01<05:23, 2.62it/s]" + "\r 0%| | 2/852 [00:02<14:14, 1.00s/it]" ] }, { @@ -771,18 +761,15 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 1 animal, 31.2ms\n", - "Speed: 3.6ms preprocess, 31.2ms inference, 1.2ms postprocess per image at shape (1, 3, 384, 640)\n", - "\n", - "0: 384x640 1 animal, 31.3ms\n", - "Speed: 2.6ms preprocess, 31.3ms inference, 1.5ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 1 animal, 40.5ms\n", + "Speed: 12.3ms preprocess, 40.5ms inference, 2.1ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 1%| | 5/852 [00:01<03:02, 4.63it/s]" + "\r 0%| | 3/852 [00:02<08:26, 1.68it/s]" ] }, { @@ -790,18 +777,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 1 animal, 27.7ms\n", - "Speed: 6.9ms preprocess, 27.7ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 1 animal, 51.0ms\n", + "Speed: 5.1ms preprocess, 51.0ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 1 animal, 27.7ms\n", - "Speed: 2.8ms preprocess, 27.7ms inference, 1.2ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 1 animal, 56.3ms\n", + "Speed: 2.9ms preprocess, 56.3ms inference, 3.0ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 1%| | 7/852 [00:01<02:07, 6.63it/s]" + "\r 1%| | 5/852 [00:02<04:29, 3.14it/s]" ] }, { @@ -809,18 +796,15 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 1 animal, 27.7ms\n", - "Speed: 2.7ms preprocess, 27.7ms inference, 1.2ms postprocess per image at shape (1, 3, 384, 640)\n", - "\n", - "0: 384x640 1 animal, 27.3ms\n", - "Speed: 2.9ms preprocess, 27.3ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 1 animal, 62.2ms\n", + "Speed: 3.2ms preprocess, 62.2ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 1%| | 9/852 [00:01<01:38, 8.53it/s]" + "\r 1%| | 6/852 [00:02<03:46, 3.73it/s]" ] }, { @@ -828,18 +812,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 1 animal, 25.9ms\n", - "Speed: 4.4ms preprocess, 25.9ms inference, 1.9ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 1 animal, 31.4ms\n", + "Speed: 5.3ms preprocess, 31.4ms inference, 2.0ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 1 animal, 26.3ms\n", - "Speed: 3.1ms preprocess, 26.3ms inference, 2.0ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 1 animal, 39.9ms\n", + "Speed: 3.0ms preprocess, 39.9ms inference, 2.0ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 1%|▏ | 11/852 [00:01<01:24, 9.97it/s]" + "\r 1%| | 8/852 [00:03<02:41, 5.24it/s]" ] }, { @@ -847,18 +831,15 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 1 animal, 25.9ms\n", - "Speed: 2.9ms preprocess, 25.9ms inference, 1.9ms postprocess per image at shape (1, 3, 384, 640)\n", - "\n", - "0: 384x640 1 animal, 25.9ms\n", - "Speed: 2.9ms preprocess, 25.9ms inference, 1.5ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 1 animal, 54.0ms\n", + "Speed: 4.1ms preprocess, 54.0ms inference, 2.1ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 2%|▏ | 13/852 [00:02<01:15, 11.09it/s]" + "\r 1%| | 9/852 [00:03<02:23, 5.87it/s]" ] }, { @@ -866,18 +847,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 25.9ms\n", - "Speed: 2.8ms preprocess, 25.9ms inference, 2.2ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 1 animal, 31.4ms\n", + "Speed: 3.1ms preprocess, 31.4ms inference, 2.8ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 2 animals, 25.9ms\n", - "Speed: 3.0ms preprocess, 25.9ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 1 animal, 42.1ms\n", + "Speed: 5.5ms preprocess, 42.1ms inference, 3.6ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 2%|▏ | 15/852 [00:02<01:08, 12.17it/s]" + "\r 1%|▏ | 11/852 [00:03<01:58, 7.11it/s]" ] }, { @@ -885,18 +866,15 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 27.9ms\n", - "Speed: 2.8ms preprocess, 27.9ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n", - "\n", - "0: 384x640 2 animals, 38.6ms\n", - "Speed: 4.9ms preprocess, 38.6ms inference, 3.6ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 1 animal, 50.5ms\n", + "Speed: 3.2ms preprocess, 50.5ms inference, 2.9ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 2%|▏ | 17/852 [00:02<01:10, 11.90it/s]" + "\r 1%|▏ | 12/852 [00:03<01:59, 7.03it/s]" ] }, { @@ -904,18 +882,15 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 42.6ms\n", - "Speed: 2.9ms preprocess, 42.6ms inference, 2.0ms postprocess per image at shape (1, 3, 384, 640)\n", - "\n", - "0: 384x640 2 animals, 26.0ms\n", - "Speed: 5.1ms preprocess, 26.0ms inference, 4.5ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 1 animal, 65.1ms\n", + "Speed: 6.8ms preprocess, 65.1ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 2%|▏ | 19/852 [00:02<01:12, 11.56it/s]" + "\r 2%|▏ | 13/852 [00:03<02:07, 6.58it/s]" ] }, { @@ -923,18 +898,15 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 25.9ms\n", - "Speed: 4.1ms preprocess, 25.9ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n", - "\n", - "0: 384x640 2 animals, 26.3ms\n", - "Speed: 3.0ms preprocess, 26.3ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 36.0ms\n", + "Speed: 3.3ms preprocess, 36.0ms inference, 5.6ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 2%|▏ | 21/852 [00:02<01:09, 11.89it/s]" + "\r 2%|▏ | 14/852 [00:03<01:57, 7.11it/s]" ] }, { @@ -942,18 +914,15 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 25.9ms\n", - "Speed: 3.0ms preprocess, 25.9ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n", - "\n", - "0: 384x640 2 animals, 25.9ms\n", - "Speed: 2.9ms preprocess, 25.9ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 33.9ms\n", + "Speed: 5.8ms preprocess, 33.9ms inference, 1.9ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 3%|▎ | 23/852 [00:02<01:06, 12.50it/s]" + "\r 2%|▏ | 15/852 [00:03<01:51, 7.47it/s]" ] }, { @@ -961,18 +930,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 25.9ms\n", - "Speed: 3.0ms preprocess, 25.9ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 2 animals, 31.4ms\n", + "Speed: 3.1ms preprocess, 31.4ms inference, 2.0ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 2 animals, 25.9ms\n", - "Speed: 3.7ms preprocess, 25.9ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 32.6ms\n", + "Speed: 2.9ms preprocess, 32.6ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 3%|▎ | 25/852 [00:02<01:03, 13.12it/s]" + "\r 2%|▏ | 17/852 [00:04<01:37, 8.60it/s]" ] }, { @@ -980,18 +949,15 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 26.4ms\n", - "Speed: 3.5ms preprocess, 26.4ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n", - "\n", - "0: 384x640 2 animals, 25.8ms\n", - "Speed: 3.1ms preprocess, 25.8ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 31.4ms\n", + "Speed: 5.0ms preprocess, 31.4ms inference, 1.9ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 3%|▎ | 27/852 [00:03<01:00, 13.59it/s]" + "\r 2%|▏ | 18/852 [00:04<01:33, 8.89it/s]" ] }, { @@ -999,18 +965,15 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 25.9ms\n", - "Speed: 4.9ms preprocess, 25.9ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n", - "\n", - "0: 384x640 2 animals, 25.9ms\n", - "Speed: 3.5ms preprocess, 25.9ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 31.4ms\n", + "Speed: 3.1ms preprocess, 31.4ms inference, 2.0ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 3%|▎ | 29/852 [00:03<00:59, 13.88it/s]" + "\r 2%|▏ | 19/852 [00:04<01:33, 8.87it/s]" ] }, { @@ -1018,18 +981,15 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 32.6ms\n", - "Speed: 3.7ms preprocess, 32.6ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n", - "\n", - "0: 384x640 2 animals, 28.8ms\n", - "Speed: 3.5ms preprocess, 28.8ms inference, 2.0ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 49.0ms\n", + "Speed: 11.2ms preprocess, 49.0ms inference, 1.9ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 4%|▎ | 31/852 [00:03<01:01, 13.45it/s]" + "\r 2%|▏ | 20/852 [00:04<01:38, 8.48it/s]" ] }, { @@ -1037,18 +997,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 25.9ms\n", - "Speed: 5.3ms preprocess, 25.9ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 2 animals, 31.4ms\n", + "Speed: 3.9ms preprocess, 31.4ms inference, 2.1ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 2 animals, 26.1ms\n", - "Speed: 3.1ms preprocess, 26.1ms inference, 1.5ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 31.4ms\n", + "Speed: 3.0ms preprocess, 31.4ms inference, 1.9ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 4%|▍ | 33/852 [00:03<01:01, 13.28it/s]" + "\r 3%|▎ | 22/852 [00:04<01:25, 9.69it/s]" ] }, { @@ -1056,18 +1016,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 26.3ms\n", - "Speed: 3.0ms preprocess, 26.3ms inference, 1.5ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 2 animals, 33.7ms\n", + "Speed: 6.9ms preprocess, 33.7ms inference, 2.0ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 2 animals, 27.0ms\n", - "Speed: 2.9ms preprocess, 27.0ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 31.3ms\n", + "Speed: 2.9ms preprocess, 31.3ms inference, 1.9ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 4%|▍ | 35/852 [00:03<01:00, 13.53it/s]" + "\r 3%|▎ | 24/852 [00:04<01:19, 10.44it/s]" ] }, { @@ -1075,18 +1035,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 26.8ms\n", - "Speed: 3.1ms preprocess, 26.8ms inference, 1.9ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 2 animals, 37.1ms\n", + "Speed: 3.2ms preprocess, 37.1ms inference, 1.9ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 2 animals, 27.9ms\n", - "Speed: 3.0ms preprocess, 27.9ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 31.4ms\n", + "Speed: 3.3ms preprocess, 31.4ms inference, 1.9ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 4%|▍ | 37/852 [00:03<00:59, 13.69it/s]" + "\r 3%|▎ | 26/852 [00:04<01:19, 10.34it/s]" ] }, { @@ -1094,18 +1054,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 28.2ms\n", - "Speed: 3.3ms preprocess, 28.2ms inference, 1.9ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 2 animals, 31.4ms\n", + "Speed: 3.3ms preprocess, 31.4ms inference, 2.0ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 2 animals, 26.4ms\n", - "Speed: 3.2ms preprocess, 26.4ms inference, 1.4ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 78.0ms\n", + "Speed: 3.0ms preprocess, 78.0ms inference, 18.2ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 5%|▍ | 39/852 [00:03<00:58, 13.97it/s]" + "\r 3%|▎ | 28/852 [00:05<01:28, 9.35it/s]" ] }, { @@ -1113,18 +1073,15 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 26.3ms\n", - "Speed: 3.5ms preprocess, 26.3ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n", - "\n", - "0: 384x640 2 animals, 31.8ms\n", - "Speed: 3.0ms preprocess, 31.8ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 71.7ms\n", + "Speed: 3.1ms preprocess, 71.7ms inference, 3.4ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 5%|▍ | 41/852 [00:04<00:58, 13.81it/s]" + "\r 3%|▎ | 29/852 [00:05<01:32, 8.91it/s]" ] }, { @@ -1132,18 +1089,15 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 28.9ms\n", - "Speed: 3.1ms preprocess, 28.9ms inference, 3.5ms postprocess per image at shape (1, 3, 384, 640)\n", - "\n", - "0: 384x640 2 animals, 32.4ms\n", - "Speed: 2.9ms preprocess, 32.4ms inference, 2.5ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 82.6ms\n", + "Speed: 7.4ms preprocess, 82.6ms inference, 2.0ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 5%|▌ | 43/852 [00:04<00:59, 13.63it/s]" + "\r 4%|▎ | 30/852 [00:05<01:37, 8.41it/s]" ] }, { @@ -1151,18 +1105,15 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 30.3ms\n", - "Speed: 5.7ms preprocess, 30.3ms inference, 2.0ms postprocess per image at shape (1, 3, 384, 640)\n", - "\n", - "0: 384x640 2 animals, 33.7ms\n", - "Speed: 3.1ms preprocess, 33.7ms inference, 1.9ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 73.7ms\n", + "Speed: 3.1ms preprocess, 73.7ms inference, 2.2ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 5%|▌ | 45/852 [00:04<01:01, 13.20it/s]" + "\r 4%|▎ | 31/852 [00:05<01:39, 8.22it/s]" ] }, { @@ -1170,18 +1121,15 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 27.6ms\n", - "Speed: 2.8ms preprocess, 27.6ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n", - "\n", - "0: 384x640 2 animals, 38.8ms\n", - "Speed: 4.5ms preprocess, 38.8ms inference, 1.9ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 65.3ms\n", + "Speed: 2.6ms preprocess, 65.3ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 6%|▌ | 47/852 [00:04<01:03, 12.77it/s]" + "\r 4%|▍ | 32/852 [00:05<01:41, 8.09it/s]" ] }, { @@ -1189,18 +1137,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 30.3ms\n", - "Speed: 2.9ms preprocess, 30.3ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 2 animals, 29.5ms\n", + "Speed: 3.0ms preprocess, 29.5ms inference, 2.1ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 2 animals, 26.3ms\n", - "Speed: 3.2ms preprocess, 26.3ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 32.3ms\n", + "Speed: 3.1ms preprocess, 32.3ms inference, 2.9ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 6%|▌ | 49/852 [00:04<01:01, 13.13it/s]" + "\r 4%|▍ | 34/852 [00:05<01:28, 9.26it/s]" ] }, { @@ -1208,18 +1156,15 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 26.3ms\n", - "Speed: 3.3ms preprocess, 26.3ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n", - "\n", - "0: 384x640 2 animals, 26.3ms\n", - "Speed: 3.4ms preprocess, 26.3ms inference, 1.9ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 47.9ms\n", + "Speed: 3.2ms preprocess, 47.9ms inference, 2.0ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 6%|▌ | 51/852 [00:04<00:58, 13.64it/s]" + "\r 4%|▍ | 35/852 [00:06<01:29, 9.11it/s]" ] }, { @@ -1227,18 +1172,15 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 26.3ms\n", - "Speed: 3.5ms preprocess, 26.3ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n", - "\n", - "0: 384x640 2 animals, 26.3ms\n", - "Speed: 3.4ms preprocess, 26.3ms inference, 1.9ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 67.3ms\n", + "Speed: 4.0ms preprocess, 67.3ms inference, 3.8ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 6%|▌ | 53/852 [00:05<00:59, 13.53it/s]" + "\r 4%|▍ | 36/852 [00:06<01:36, 8.43it/s]" ] }, { @@ -1246,18 +1188,15 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 26.4ms\n", - "Speed: 3.6ms preprocess, 26.4ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n", - "\n", - "0: 384x640 2 animals, 26.3ms\n", - "Speed: 3.2ms preprocess, 26.3ms inference, 1.9ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 45.3ms\n", + "Speed: 3.1ms preprocess, 45.3ms inference, 1.9ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 6%|▋ | 55/852 [00:05<00:57, 13.93it/s]" + "\r 4%|▍ | 37/852 [00:06<01:41, 8.05it/s]" ] }, { @@ -1265,18 +1204,15 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 35.6ms\n", - "Speed: 3.1ms preprocess, 35.6ms inference, 2.6ms postprocess per image at shape (1, 3, 384, 640)\n", - "\n", - "0: 384x640 2 animals, 37.9ms\n", - "Speed: 3.1ms preprocess, 37.9ms inference, 4.5ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 60.8ms\n", + "Speed: 4.8ms preprocess, 60.8ms inference, 2.0ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 7%|▋ | 57/852 [00:05<01:00, 13.08it/s]" + "\r 4%|▍ | 38/852 [00:06<01:42, 7.91it/s]" ] }, { @@ -1284,18 +1220,15 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 36.1ms\n", - "Speed: 6.5ms preprocess, 36.1ms inference, 2.6ms postprocess per image at shape (1, 3, 384, 640)\n", - "\n", - "0: 384x640 2 animals, 32.0ms\n", - "Speed: 3.3ms preprocess, 32.0ms inference, 3.2ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 29.5ms\n", + "Speed: 6.0ms preprocess, 29.5ms inference, 2.0ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 7%|▋ | 59/852 [00:05<01:03, 12.45it/s]" + "\r 5%|▍ | 39/852 [00:06<01:36, 8.39it/s]" ] }, { @@ -1303,18 +1236,15 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 37.7ms\n", - "Speed: 2.8ms preprocess, 37.7ms inference, 2.7ms postprocess per image at shape (1, 3, 384, 640)\n", - "\n", - "0: 384x640 2 animals, 32.9ms\n", - "Speed: 4.8ms preprocess, 32.9ms inference, 2.1ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 43.0ms\n", + "Speed: 5.6ms preprocess, 43.0ms inference, 2.0ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 7%|▋ | 61/852 [00:05<01:05, 11.99it/s]" + "\r 5%|▍ | 40/852 [00:06<01:38, 8.20it/s]" ] }, { @@ -1322,18 +1252,15 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 27.5ms\n", - "Speed: 2.9ms preprocess, 27.5ms inference, 1.5ms postprocess per image at shape (1, 3, 384, 640)\n", - "\n", - "0: 384x640 2 animals, 27.7ms\n", - "Speed: 3.2ms preprocess, 27.7ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 82.1ms\n", + "Speed: 3.2ms preprocess, 82.1ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 7%|▋ | 63/852 [00:05<01:00, 13.05it/s]" + "\r 5%|▍ | 41/852 [00:06<01:53, 7.13it/s]" ] }, { @@ -1341,18 +1268,15 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 27.8ms\n", - "Speed: 2.9ms preprocess, 27.8ms inference, 1.4ms postprocess per image at shape (1, 3, 384, 640)\n", - "\n", - "0: 384x640 2 animals, 27.7ms\n", - "Speed: 3.6ms preprocess, 27.7ms inference, 1.2ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 65.0ms\n", + "Speed: 4.4ms preprocess, 65.0ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 8%|▊ | 65/852 [00:05<00:55, 14.13it/s]" + "\r 5%|▍ | 42/852 [00:07<01:56, 6.93it/s]" ] }, { @@ -1360,18 +1284,15 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 21.8ms\n", - "Speed: 2.9ms preprocess, 21.8ms inference, 1.5ms postprocess per image at shape (1, 3, 384, 640)\n", - "\n", - "0: 384x640 2 animals, 21.7ms\n", - "Speed: 3.1ms preprocess, 21.7ms inference, 1.2ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 75.0ms\n", + "Speed: 3.1ms preprocess, 75.0ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 8%|▊ | 67/852 [00:06<00:51, 15.26it/s]" + "\r 5%|▌ | 43/852 [00:07<01:59, 6.76it/s]" ] }, { @@ -1379,18 +1300,15 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 21.7ms\n", - "Speed: 2.7ms preprocess, 21.7ms inference, 1.2ms postprocess per image at shape (1, 3, 384, 640)\n", - "\n", - "0: 384x640 2 animals, 21.7ms\n", - "Speed: 2.9ms preprocess, 21.7ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 57.6ms\n", + "Speed: 9.9ms preprocess, 57.6ms inference, 1.9ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 8%|▊ | 69/852 [00:06<00:48, 16.18it/s]" + "\r 5%|▌ | 44/852 [00:07<02:00, 6.69it/s]" ] }, { @@ -1398,18 +1316,15 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 21.7ms\n", - "Speed: 3.7ms preprocess, 21.7ms inference, 1.2ms postprocess per image at shape (1, 3, 384, 640)\n", - "\n", - "0: 384x640 2 animals, 21.7ms\n", - "Speed: 2.9ms preprocess, 21.7ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 64.4ms\n", + "Speed: 5.2ms preprocess, 64.4ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 8%|▊ | 71/852 [00:06<00:47, 16.47it/s]" + "\r 5%|▌ | 45/852 [00:07<02:03, 6.55it/s]" ] }, { @@ -1417,18 +1332,15 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 21.7ms\n", - "Speed: 4.5ms preprocess, 21.7ms inference, 1.5ms postprocess per image at shape (1, 3, 384, 640)\n", - "\n", - "0: 384x640 2 animals, 21.5ms\n", - "Speed: 2.4ms preprocess, 21.5ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 63.9ms\n", + "Speed: 3.2ms preprocess, 63.9ms inference, 2.2ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 9%|▊ | 73/852 [00:06<00:47, 16.25it/s]" + "\r 5%|▌ | 46/852 [00:07<02:08, 6.28it/s]" ] }, { @@ -1436,18 +1348,15 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 21.5ms\n", - "Speed: 3.3ms preprocess, 21.5ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n", - "\n", - "0: 384x640 2 animals, 23.0ms\n", - "Speed: 3.3ms preprocess, 23.0ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 79.2ms\n", + "Speed: 8.3ms preprocess, 79.2ms inference, 1.9ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 9%|▉ | 75/852 [00:06<00:47, 16.22it/s]" + "\r 6%|▌ | 47/852 [00:07<02:19, 5.76it/s]" ] }, { @@ -1455,18 +1364,15 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 21.4ms\n", - "Speed: 3.5ms preprocess, 21.4ms inference, 1.2ms postprocess per image at shape (1, 3, 384, 640)\n", - "\n", - "0: 384x640 2 animals, 21.4ms\n", - "Speed: 2.9ms preprocess, 21.4ms inference, 1.2ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 61.6ms\n", + "Speed: 3.6ms preprocess, 61.6ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 9%|▉ | 77/852 [00:06<00:46, 16.77it/s]" + "\r 6%|▌ | 48/852 [00:08<02:14, 5.98it/s]" ] }, { @@ -1474,18 +1380,15 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 27.2ms\n", - "Speed: 3.1ms preprocess, 27.2ms inference, 1.2ms postprocess per image at shape (1, 3, 384, 640)\n", - "\n", - "0: 384x640 2 animals, 21.4ms\n", - "Speed: 4.6ms preprocess, 21.4ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 77.1ms\n", + "Speed: 3.3ms preprocess, 77.1ms inference, 2.2ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 9%|▉ | 79/852 [00:06<00:45, 17.04it/s]" + "\r 6%|▌ | 49/852 [00:08<02:11, 6.09it/s]" ] }, { @@ -1493,18 +1396,15 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 20.6ms\n", - "Speed: 4.1ms preprocess, 20.6ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n", - "\n", - "0: 384x640 2 animals, 20.6ms\n", - "Speed: 3.1ms preprocess, 20.6ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 48.9ms\n", + "Speed: 4.5ms preprocess, 48.9ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 10%|▉ | 81/852 [00:06<00:44, 17.38it/s]" + "\r 6%|▌ | 50/852 [00:08<02:21, 5.65it/s]" ] }, { @@ -1512,18 +1412,15 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 20.6ms\n", - "Speed: 3.1ms preprocess, 20.6ms inference, 1.2ms postprocess per image at shape (1, 3, 384, 640)\n", - "\n", - "0: 384x640 2 animals, 20.7ms\n", - "Speed: 2.8ms preprocess, 20.7ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 113.2ms\n", + "Speed: 5.8ms preprocess, 113.2ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 10%|▉ | 83/852 [00:06<00:43, 17.79it/s]" + "\r 6%|▌ | 51/852 [00:08<02:43, 4.89it/s]" ] }, { @@ -1531,18 +1428,15 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 20.6ms\n", - "Speed: 2.9ms preprocess, 20.6ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n", - "\n", - "0: 384x640 2 animals, 20.6ms\n", - "Speed: 4.0ms preprocess, 20.6ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 89.7ms\n", + "Speed: 3.7ms preprocess, 89.7ms inference, 5.3ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 10%|▉ | 85/852 [00:07<00:42, 18.03it/s]" + "\r 6%|▌ | 52/852 [00:08<02:37, 5.07it/s]" ] }, { @@ -1550,18 +1444,15 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 20.6ms\n", - "Speed: 4.1ms preprocess, 20.6ms inference, 1.2ms postprocess per image at shape (1, 3, 384, 640)\n", - "\n", - "0: 384x640 2 animals, 20.6ms\n", - "Speed: 3.1ms preprocess, 20.6ms inference, 1.2ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 43.6ms\n", + "Speed: 3.3ms preprocess, 43.6ms inference, 1.9ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 10%|█ | 87/852 [00:07<00:41, 18.22it/s]" + "\r 6%|▌ | 53/852 [00:09<02:29, 5.34it/s]" ] }, { @@ -1569,18 +1460,15 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 20.6ms\n", - "Speed: 3.1ms preprocess, 20.6ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n", - "\n", - "0: 384x640 2 animals, 23.2ms\n", - "Speed: 3.0ms preprocess, 23.2ms inference, 1.5ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 67.0ms\n", + "Speed: 9.4ms preprocess, 67.0ms inference, 4.0ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 10%|█ | 89/852 [00:07<00:42, 18.01it/s]" + "\r 6%|▋ | 54/852 [00:09<02:23, 5.55it/s]" ] }, { @@ -1588,18 +1476,15 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 23.6ms\n", - "Speed: 4.2ms preprocess, 23.6ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n", - "\n", - "0: 384x640 2 animals, 20.8ms\n", - "Speed: 5.1ms preprocess, 20.8ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 50.9ms\n", + "Speed: 2.8ms preprocess, 50.9ms inference, 1.9ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 11%|█ | 91/852 [00:07<00:42, 17.71it/s]" + "\r 6%|▋ | 55/852 [00:09<02:10, 6.10it/s]" ] }, { @@ -1607,18 +1492,15 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 25.0ms\n", - "Speed: 3.0ms preprocess, 25.0ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n", - "\n", - "0: 384x640 3 animals, 22.1ms\n", - "Speed: 2.9ms preprocess, 22.1ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 117.1ms\n", + "Speed: 5.4ms preprocess, 117.1ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 11%|█ | 93/852 [00:07<00:43, 17.40it/s]" + "\r 7%|▋ | 56/852 [00:09<02:27, 5.41it/s]" ] }, { @@ -1626,18 +1508,15 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 22.4ms\n", - "Speed: 4.6ms preprocess, 22.4ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n", - "\n", - "0: 384x640 3 animals, 21.3ms\n", - "Speed: 2.3ms preprocess, 21.3ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 45.8ms\n", + "Speed: 6.6ms preprocess, 45.8ms inference, 2.0ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 11%|█ | 95/852 [00:07<00:44, 16.85it/s]" + "\r 7%|▋ | 57/852 [00:09<02:11, 6.05it/s]" ] }, { @@ -1645,18 +1524,15 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 4 animals, 29.3ms\n", - "Speed: 3.6ms preprocess, 29.3ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n", - "\n", - "0: 384x640 4 animals, 20.5ms\n", - "Speed: 2.7ms preprocess, 20.5ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 74.7ms\n", + "Speed: 7.4ms preprocess, 74.7ms inference, 2.0ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 11%|█▏ | 97/852 [00:07<00:45, 16.54it/s]" + "\r 7%|▋ | 58/852 [00:09<02:09, 6.14it/s]" ] }, { @@ -1664,18 +1540,15 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 4 animals, 20.4ms\n", - "Speed: 3.4ms preprocess, 20.4ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n", - "\n", - "0: 384x640 4 animals, 21.0ms\n", - "Speed: 2.8ms preprocess, 21.0ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 47.2ms\n", + "Speed: 13.0ms preprocess, 47.2ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 12%|█▏ | 99/852 [00:07<00:44, 16.96it/s]" + "\r 7%|▋ | 59/852 [00:09<02:09, 6.13it/s]" ] }, { @@ -1683,18 +1556,15 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 4 animals, 21.2ms\n", - "Speed: 2.6ms preprocess, 21.2ms inference, 1.2ms postprocess per image at shape (1, 3, 384, 640)\n", - "\n", - "0: 384x640 4 animals, 20.4ms\n", - "Speed: 2.7ms preprocess, 20.4ms inference, 1.2ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 108.8ms\n", + "Speed: 9.4ms preprocess, 108.8ms inference, 2.1ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 12%|█▏ | 101/852 [00:07<00:42, 17.71it/s]" + "\r 7%|▋ | 60/852 [00:10<02:28, 5.32it/s]" ] }, { @@ -1702,18 +1572,15 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 4 animals, 20.2ms\n", - "Speed: 3.3ms preprocess, 20.2ms inference, 1.2ms postprocess per image at shape (1, 3, 384, 640)\n", - "\n", - "0: 384x640 4 animals, 20.0ms\n", - "Speed: 3.2ms preprocess, 20.0ms inference, 1.2ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 111.1ms\n", + "Speed: 8.5ms preprocess, 111.1ms inference, 2.3ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 12%|█▏ | 103/852 [00:08<00:41, 18.02it/s]" + "\r 7%|▋ | 61/852 [00:10<02:26, 5.40it/s]" ] }, { @@ -1721,18 +1588,15 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 19.9ms\n", - "Speed: 3.0ms preprocess, 19.9ms inference, 1.2ms postprocess per image at shape (1, 3, 384, 640)\n", - "\n", - "0: 384x640 3 animals, 20.5ms\n", - "Speed: 4.8ms preprocess, 20.5ms inference, 1.2ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 82.8ms\n", + "Speed: 6.9ms preprocess, 82.8ms inference, 4.7ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 12%|█▏ | 105/852 [00:08<00:40, 18.39it/s]" + "\r 7%|▋ | 62/852 [00:10<02:32, 5.19it/s]" ] }, { @@ -1740,18 +1604,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 20.5ms\n", - "Speed: 3.2ms preprocess, 20.5ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 2 animals, 40.8ms\n", + "Speed: 3.8ms preprocess, 40.8ms inference, 2.3ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 3 animals, 26.0ms\n", - "Speed: 5.1ms preprocess, 26.0ms inference, 2.5ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 38.1ms\n", + "Speed: 7.4ms preprocess, 38.1ms inference, 2.1ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 13%|█▎ | 107/852 [00:08<00:42, 17.41it/s]" + "\r 8%|▊ | 64/852 [00:10<01:54, 6.86it/s]" ] }, { @@ -1759,18 +1623,15 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 21.0ms\n", - "Speed: 4.6ms preprocess, 21.0ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n", - "\n", - "0: 384x640 3 animals, 21.8ms\n", - "Speed: 3.2ms preprocess, 21.8ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 99.3ms\n", + "Speed: 14.1ms preprocess, 99.3ms inference, 3.1ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 13%|█▎ | 109/852 [00:08<00:43, 17.12it/s]" + "\r 8%|▊ | 65/852 [00:10<01:59, 6.61it/s]" ] }, { @@ -1778,18 +1639,15 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 23.8ms\n", - "Speed: 4.5ms preprocess, 23.8ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n", - "\n", - "0: 384x640 3 animals, 20.2ms\n", - "Speed: 5.1ms preprocess, 20.2ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 31.4ms\n", + "Speed: 3.2ms preprocess, 31.4ms inference, 2.1ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 13%|█▎ | 111/852 [00:08<00:43, 16.95it/s]" + "\r 8%|▊ | 66/852 [00:11<01:50, 7.14it/s]" ] }, { @@ -1797,18 +1655,15 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 19.7ms\n", - "Speed: 3.1ms preprocess, 19.7ms inference, 1.2ms postprocess per image at shape (1, 3, 384, 640)\n", - "\n", - "0: 384x640 3 animals, 20.1ms\n", - "Speed: 3.0ms preprocess, 20.1ms inference, 1.4ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 61.2ms\n", + "Speed: 3.5ms preprocess, 61.2ms inference, 8.0ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 13%|█▎ | 113/852 [00:08<00:42, 17.37it/s]" + "\r 8%|▊ | 67/852 [00:11<01:49, 7.15it/s]" ] }, { @@ -1816,18 +1671,15 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 22.0ms\n", - "Speed: 2.8ms preprocess, 22.0ms inference, 2.0ms postprocess per image at shape (1, 3, 384, 640)\n", - "\n", - "0: 384x640 3 animals, 19.7ms\n", - "Speed: 3.1ms preprocess, 19.7ms inference, 1.2ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 48.3ms\n", + "Speed: 2.7ms preprocess, 48.3ms inference, 7.7ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 13%|█▎ | 115/852 [00:08<00:41, 17.68it/s]" + "\r 8%|▊ | 68/852 [00:11<01:48, 7.26it/s]" ] }, { @@ -1835,18 +1687,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 19.6ms\n", - "Speed: 3.0ms preprocess, 19.6ms inference, 1.2ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 2 animals, 37.4ms\n", + "Speed: 9.3ms preprocess, 37.4ms inference, 2.4ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 3 animals, 19.7ms\n", - "Speed: 3.2ms preprocess, 19.7ms inference, 1.2ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 31.4ms\n", + "Speed: 3.2ms preprocess, 31.4ms inference, 2.0ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 14%|█▎ | 117/852 [00:08<00:40, 17.98it/s]" + "\r 8%|▊ | 70/852 [00:11<01:28, 8.81it/s]" ] }, { @@ -1854,18 +1706,15 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 19.7ms\n", - "Speed: 4.1ms preprocess, 19.7ms inference, 1.2ms postprocess per image at shape (1, 3, 384, 640)\n", - "\n", - "0: 384x640 3 animals, 20.1ms\n", - "Speed: 3.1ms preprocess, 20.1ms inference, 1.2ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 40.3ms\n", + "Speed: 5.4ms preprocess, 40.3ms inference, 3.5ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 14%|█▍ | 119/852 [00:09<00:40, 18.26it/s]" + "\r 8%|▊ | 71/852 [00:11<01:28, 8.80it/s]" ] }, { @@ -1873,18 +1722,15 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 19.7ms\n", - "Speed: 4.7ms preprocess, 19.7ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n", - "\n", - "0: 384x640 3 animals, 19.7ms\n", - "Speed: 3.3ms preprocess, 19.7ms inference, 1.2ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 47.5ms\n", + "Speed: 5.9ms preprocess, 47.5ms inference, 3.7ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 14%|█▍ | 121/852 [00:09<00:40, 18.02it/s]" + "\r 8%|▊ | 72/852 [00:11<01:30, 8.60it/s]" ] }, { @@ -1892,18 +1738,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 19.7ms\n", - "Speed: 3.6ms preprocess, 19.7ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 2 animals, 31.4ms\n", + "Speed: 3.6ms preprocess, 31.4ms inference, 3.1ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 3 animals, 19.7ms\n", - "Speed: 4.2ms preprocess, 19.7ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 48.5ms\n", + "Speed: 3.3ms preprocess, 48.5ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 14%|█▍ | 123/852 [00:09<00:40, 17.84it/s]" + "\r 9%|▊ | 74/852 [00:11<01:25, 9.05it/s]" ] }, { @@ -1911,18 +1757,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 21.5ms\n", - "Speed: 4.1ms preprocess, 21.5ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 2 animals, 31.4ms\n", + "Speed: 3.8ms preprocess, 31.4ms inference, 2.1ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 3 animals, 20.8ms\n", - "Speed: 3.2ms preprocess, 20.8ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 41.8ms\n", + "Speed: 3.9ms preprocess, 41.8ms inference, 2.0ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 15%|█▍ | 125/852 [00:09<00:41, 17.64it/s]" + "\r 9%|▉ | 76/852 [00:12<01:22, 9.41it/s]" ] }, { @@ -1930,18 +1776,15 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 20.5ms\n", - "Speed: 5.4ms preprocess, 20.5ms inference, 1.9ms postprocess per image at shape (1, 3, 384, 640)\n", - "\n", - "0: 384x640 3 animals, 21.8ms\n", - "Speed: 4.8ms preprocess, 21.8ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 55.1ms\n", + "Speed: 4.0ms preprocess, 55.1ms inference, 2.1ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 15%|█▍ | 127/852 [00:09<00:41, 17.31it/s]" + "\r 9%|▉ | 77/852 [00:12<01:33, 8.33it/s]" ] }, { @@ -1949,18 +1792,15 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 22.2ms\n", - "Speed: 8.3ms preprocess, 22.2ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n", - "\n", - "0: 384x640 3 animals, 21.9ms\n", - "Speed: 4.4ms preprocess, 21.9ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 39.9ms\n", + "Speed: 4.9ms preprocess, 39.9ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 15%|█▌ | 129/852 [00:09<00:44, 16.24it/s]" + "\r 9%|▉ | 78/852 [00:12<01:29, 8.61it/s]" ] }, { @@ -1968,18 +1808,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 21.4ms\n", - "Speed: 3.1ms preprocess, 21.4ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 2 animals, 31.4ms\n", + "Speed: 3.1ms preprocess, 31.4ms inference, 1.9ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 3 animals, 19.7ms\n", - "Speed: 3.1ms preprocess, 19.7ms inference, 1.2ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 34.1ms\n", + "Speed: 10.5ms preprocess, 34.1ms inference, 1.9ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 15%|█▌ | 131/852 [00:09<00:43, 16.70it/s]" + "\r 9%|▉ | 80/852 [00:12<01:19, 9.66it/s]" ] }, { @@ -1987,18 +1827,15 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 26.5ms\n", - "Speed: 3.0ms preprocess, 26.5ms inference, 1.4ms postprocess per image at shape (1, 3, 384, 640)\n", - "\n", - "0: 384x640 3 animals, 20.4ms\n", - "Speed: 3.1ms preprocess, 20.4ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 57.5ms\n", + "Speed: 3.3ms preprocess, 57.5ms inference, 2.3ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 16%|█▌ | 133/852 [00:09<00:43, 16.70it/s]" + "\r 10%|▉ | 81/852 [00:12<01:28, 8.73it/s]" ] }, { @@ -2006,18 +1843,15 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 20.4ms\n", - "Speed: 3.2ms preprocess, 20.4ms inference, 1.2ms postprocess per image at shape (1, 3, 384, 640)\n", - "\n", - "0: 384x640 3 animals, 20.4ms\n", - "Speed: 4.4ms preprocess, 20.4ms inference, 1.2ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 40.6ms\n", + "Speed: 3.2ms preprocess, 40.6ms inference, 5.9ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 16%|█▌ | 135/852 [00:09<00:43, 16.61it/s]" + "\r 10%|▉ | 82/852 [00:12<01:30, 8.49it/s]" ] }, { @@ -2025,18 +1859,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 20.5ms\n", - "Speed: 2.8ms preprocess, 20.5ms inference, 1.5ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 2 animals, 33.4ms\n", + "Speed: 2.9ms preprocess, 33.4ms inference, 1.9ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 3 animals, 20.5ms\n", - "Speed: 2.9ms preprocess, 20.5ms inference, 1.2ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 43.7ms\n", + "Speed: 7.9ms preprocess, 43.7ms inference, 2.0ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 16%|█▌ | 137/852 [00:10<00:41, 17.37it/s]" + "\r 10%|▉ | 84/852 [00:13<01:25, 8.99it/s]" ] }, { @@ -2044,18 +1878,15 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 20.4ms\n", - "Speed: 2.8ms preprocess, 20.4ms inference, 1.2ms postprocess per image at shape (1, 3, 384, 640)\n", - "\n", - "0: 384x640 3 animals, 20.5ms\n", - "Speed: 3.5ms preprocess, 20.5ms inference, 1.2ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 38.9ms\n", + "Speed: 6.1ms preprocess, 38.9ms inference, 4.8ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 16%|█▋ | 139/852 [00:10<00:40, 17.76it/s]" + "\r 10%|▉ | 85/852 [00:13<01:23, 9.18it/s]" ] }, { @@ -2063,18 +1894,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 20.7ms\n", - "Speed: 3.2ms preprocess, 20.7ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 2 animals, 32.9ms\n", + "Speed: 2.5ms preprocess, 32.9ms inference, 1.9ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 3 animals, 22.0ms\n", - "Speed: 4.5ms preprocess, 22.0ms inference, 1.5ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 51.9ms\n", + "Speed: 9.8ms preprocess, 51.9ms inference, 1.9ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 17%|█▋ | 141/852 [00:10<00:41, 17.25it/s]" + "\r 10%|█ | 87/852 [00:13<01:30, 8.42it/s]" ] }, { @@ -2082,18 +1913,15 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 21.7ms\n", - "Speed: 3.5ms preprocess, 21.7ms inference, 1.5ms postprocess per image at shape (1, 3, 384, 640)\n", - "\n", - "0: 384x640 3 animals, 22.7ms\n", - "Speed: 2.9ms preprocess, 22.7ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 31.4ms\n", + "Speed: 12.9ms preprocess, 31.4ms inference, 2.1ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 17%|█▋ | 143/852 [00:10<00:41, 16.91it/s]" + "\r 10%|█ | 88/852 [00:13<01:27, 8.70it/s]" ] }, { @@ -2101,18 +1929,15 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 21.2ms\n", - "Speed: 4.5ms preprocess, 21.2ms inference, 2.0ms postprocess per image at shape (1, 3, 384, 640)\n", - "\n", - "0: 384x640 3 animals, 23.4ms\n", - "Speed: 3.5ms preprocess, 23.4ms inference, 2.8ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 31.5ms\n", + "Speed: 3.7ms preprocess, 31.5ms inference, 2.1ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 17%|█▋ | 145/852 [00:10<00:45, 15.65it/s]" + "\r 10%|█ | 89/852 [00:13<01:26, 8.78it/s]" ] }, { @@ -2120,18 +1945,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 21.0ms\n", - "Speed: 2.9ms preprocess, 21.0ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 2 animals, 31.4ms\n", + "Speed: 5.1ms preprocess, 31.4ms inference, 2.2ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 3 animals, 20.9ms\n", - "Speed: 2.9ms preprocess, 20.9ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 39.1ms\n", + "Speed: 3.5ms preprocess, 39.1ms inference, 1.9ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 17%|█▋ | 147/852 [00:10<00:42, 16.41it/s]" + "\r 11%|█ | 91/852 [00:13<01:19, 9.56it/s]" ] }, { @@ -2139,18 +1964,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 20.9ms\n", - "Speed: 2.7ms preprocess, 20.9ms inference, 1.2ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 2 animals, 32.5ms\n", + "Speed: 3.7ms preprocess, 32.5ms inference, 1.9ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 3 animals, 27.5ms\n", - "Speed: 4.4ms preprocess, 27.5ms inference, 1.9ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 3 animals, 31.4ms\n", + "Speed: 3.9ms preprocess, 31.4ms inference, 2.2ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 17%|█▋ | 149/852 [00:10<00:41, 16.75it/s]" + "\r 11%|█ | 93/852 [00:14<01:15, 10.09it/s]" ] }, { @@ -2158,18 +1983,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 21.2ms\n", - "Speed: 3.1ms preprocess, 21.2ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 3 animals, 31.4ms\n", + "Speed: 5.2ms preprocess, 31.4ms inference, 2.0ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 3 animals, 21.2ms\n", - "Speed: 3.0ms preprocess, 21.2ms inference, 1.2ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 3 animals, 31.4ms\n", + "Speed: 5.3ms preprocess, 31.4ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 18%|█▊ | 151/852 [00:10<00:40, 17.28it/s]" + "\r 11%|█ | 95/852 [00:14<01:10, 10.69it/s]" ] }, { @@ -2177,18 +2002,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 21.1ms\n", - "Speed: 4.1ms preprocess, 21.1ms inference, 1.2ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 4 animals, 31.4ms\n", + "Speed: 4.1ms preprocess, 31.4ms inference, 2.4ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 3 animals, 20.2ms\n", - "Speed: 3.4ms preprocess, 20.2ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 4 animals, 31.7ms\n", + "Speed: 3.9ms preprocess, 31.7ms inference, 3.9ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 18%|█▊ | 153/852 [00:11<00:39, 17.64it/s]" + "\r 11%|█▏ | 97/852 [00:14<01:12, 10.41it/s]" ] }, { @@ -2196,18 +2021,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 20.2ms\n", - "Speed: 3.5ms preprocess, 20.2ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 4 animals, 49.8ms\n", + "Speed: 6.3ms preprocess, 49.8ms inference, 3.3ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 3 animals, 20.5ms\n", - "Speed: 2.8ms preprocess, 20.5ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 4 animals, 31.3ms\n", + "Speed: 3.1ms preprocess, 31.3ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 18%|█▊ | 155/852 [00:11<00:39, 17.85it/s]" + "\r 12%|█▏ | 99/852 [00:14<01:13, 10.26it/s]" ] }, { @@ -2215,18 +2040,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 20.2ms\n", - "Speed: 4.2ms preprocess, 20.2ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 4 animals, 31.4ms\n", + "Speed: 4.1ms preprocess, 31.4ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 3 animals, 20.3ms\n", - "Speed: 3.8ms preprocess, 20.3ms inference, 1.5ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 4 animals, 31.4ms\n", + "Speed: 3.6ms preprocess, 31.4ms inference, 7.7ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 18%|█▊ | 157/852 [00:11<00:39, 17.79it/s]" + "\r 12%|█▏ | 101/852 [00:14<01:10, 10.73it/s]" ] }, { @@ -2234,18 +2059,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 26.3ms\n", - "Speed: 3.0ms preprocess, 26.3ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 4 animals, 30.1ms\n", + "Speed: 3.6ms preprocess, 30.1ms inference, 1.9ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 3 animals, 21.4ms\n", - "Speed: 4.4ms preprocess, 21.4ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 4 animals, 70.9ms\n", + "Speed: 7.1ms preprocess, 70.9ms inference, 2.1ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 19%|█▊ | 159/852 [00:11<00:40, 17.31it/s]" + "\r 12%|█▏ | 103/852 [00:14<01:13, 10.24it/s]" ] }, { @@ -2253,18 +2078,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 22.8ms\n", - "Speed: 3.2ms preprocess, 22.8ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 3 animals, 42.7ms\n", + "Speed: 3.8ms preprocess, 42.7ms inference, 2.1ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 3 animals, 23.5ms\n", - "Speed: 2.9ms preprocess, 23.5ms inference, 3.2ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 3 animals, 44.7ms\n", + "Speed: 3.8ms preprocess, 44.7ms inference, 3.0ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 19%|█▉ | 161/852 [00:11<00:41, 16.75it/s]" + "\r 12%|█▏ | 105/852 [00:15<01:13, 10.10it/s]" ] }, { @@ -2272,18 +2097,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 24.1ms\n", - "Speed: 3.1ms preprocess, 24.1ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 3 animals, 30.1ms\n", + "Speed: 3.8ms preprocess, 30.1ms inference, 2.3ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 3 animals, 22.3ms\n", - "Speed: 3.4ms preprocess, 22.3ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 3 animals, 52.9ms\n", + "Speed: 5.2ms preprocess, 52.9ms inference, 2.0ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 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preprocess, 20.0ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 3 animals, 39.1ms\n", + "Speed: 3.0ms preprocess, 39.1ms inference, 1.9ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 3 animals, 22.8ms\n", - "Speed: 3.1ms preprocess, 22.8ms inference, 1.2ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 3 animals, 30.1ms\n", + "Speed: 3.1ms preprocess, 30.1ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 20%|█▉ | 167/852 [00:11<00:40, 17.09it/s]" + "\r 13%|█▎ | 111/852 [00:15<01:19, 9.35it/s]" ] }, { @@ -2329,18 +2154,15 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 20.0ms\n", - "Speed: 2.8ms preprocess, 20.0ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n", - "\n", - "0: 384x640 3 animals, 20.7ms\n", - "Speed: 2.7ms preprocess, 20.7ms inference, 1.2ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 3 animals, 42.6ms\n", + "Speed: 5.4ms preprocess, 42.6ms inference, 2.2ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 20%|█▉ | 169/852 [00:11<00:38, 17.64it/s]" + "\r 13%|█▎ | 112/852 [00:15<01:19, 9.27it/s]" ] }, { @@ -2348,18 +2170,15 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 20.0ms\n", - "Speed: 5.2ms preprocess, 20.0ms inference, 1.2ms postprocess per image at shape (1, 3, 384, 640)\n", - "\n", - "0: 384x640 3 animals, 20.0ms\n", - "Speed: 3.8ms preprocess, 20.0ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 3 animals, 49.1ms\n", + "Speed: 3.6ms preprocess, 49.1ms inference, 2.2ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 20%|██ | 171/852 [00:12<00:38, 17.68it/s]" + "\r 13%|█▎ | 113/852 [00:16<01:21, 9.09it/s]" ] }, { @@ -2367,18 +2186,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 20.0ms\n", - "Speed: 3.1ms preprocess, 20.0ms inference, 1.2ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 3 animals, 30.1ms\n", + "Speed: 3.3ms preprocess, 30.1ms inference, 2.0ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 3 animals, 20.0ms\n", - "Speed: 3.8ms preprocess, 20.0ms inference, 1.2ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 3 animals, 30.1ms\n", + "Speed: 7.0ms preprocess, 30.1ms inference, 2.0ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 20%|██ | 173/852 [00:12<00:37, 18.19it/s]" + "\r 13%|█▎ | 115/852 [00:16<01:14, 9.83it/s]" ] }, { @@ -2386,18 +2205,15 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 20.1ms\n", - "Speed: 2.3ms preprocess, 20.1ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n", - "\n", - "0: 384x640 3 animals, 24.9ms\n", - "Speed: 4.5ms preprocess, 24.9ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 3 animals, 30.6ms\n", + "Speed: 3.2ms preprocess, 30.6ms inference, 2.1ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 21%|██ | 175/852 [00:12<00:39, 17.36it/s]" + "\r 14%|█▎ | 116/852 [00:16<01:14, 9.82it/s]" ] }, { @@ -2405,18 +2221,15 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 24.2ms\n", - "Speed: 5.5ms preprocess, 24.2ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n", - "\n", - "0: 384x640 3 animals, 24.6ms\n", - "Speed: 4.5ms preprocess, 24.6ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 3 animals, 30.9ms\n", + "Speed: 6.2ms preprocess, 30.9ms inference, 2.3ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 21%|██ | 177/852 [00:12<00:40, 16.56it/s]" + "\r 14%|█▎ | 117/852 [00:16<01:19, 9.22it/s]" ] }, { @@ -2424,18 +2237,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 21.7ms\n", - "Speed: 3.1ms preprocess, 21.7ms inference, 1.5ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 3 animals, 32.5ms\n", + "Speed: 3.4ms preprocess, 32.5ms inference, 2.1ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 3 animals, 20.1ms\n", - "Speed: 3.8ms preprocess, 20.1ms inference, 1.5ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 3 animals, 31.4ms\n", + "Speed: 3.3ms preprocess, 31.4ms inference, 2.2ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 21%|██ | 179/852 [00:12<00:40, 16.60it/s]" + "\r 14%|█▍ | 119/852 [00:16<01:14, 9.79it/s]" ] }, { @@ -2443,18 +2256,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 21.5ms\n", - "Speed: 3.6ms preprocess, 21.5ms inference, 1.5ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 3 animals, 31.5ms\n", + "Speed: 3.2ms preprocess, 31.5ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 3 animals, 21.2ms\n", - "Speed: 2.7ms preprocess, 21.2ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 3 animals, 31.3ms\n", + "Speed: 3.1ms preprocess, 31.3ms inference, 2.0ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 21%|██ | 181/852 [00:12<00:40, 16.69it/s]" + "\r 14%|█▍ | 121/852 [00:16<01:13, 9.96it/s]" ] }, { @@ -2462,18 +2275,15 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 19.5ms\n", - "Speed: 2.8ms preprocess, 19.5ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n", - "\n", - "0: 384x640 3 animals, 19.5ms\n", - "Speed: 2.7ms preprocess, 19.5ms inference, 1.2ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 3 animals, 35.5ms\n", + "Speed: 5.7ms preprocess, 35.5ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 21%|██▏ | 183/852 [00:12<00:38, 17.50it/s]" + "\r 14%|█▍ | 122/852 [00:16<01:15, 9.69it/s]" ] }, { @@ -2481,18 +2291,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 19.5ms\n", - "Speed: 2.7ms preprocess, 19.5ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 3 animals, 31.4ms\n", + "Speed: 3.1ms preprocess, 31.4ms inference, 1.9ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 3 animals, 30.1ms\n", - "Speed: 3.1ms preprocess, 30.1ms inference, 1.5ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 3 animals, 49.1ms\n", + "Speed: 3.0ms preprocess, 49.1ms inference, 1.9ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 22%|██▏ | 185/852 [00:12<00:38, 17.44it/s]" + "\r 15%|█▍ | 124/852 [00:17<01:16, 9.53it/s]" ] }, { @@ -2500,18 +2310,15 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 19.5ms\n", - "Speed: 2.9ms preprocess, 19.5ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n", - "\n", - "0: 384x640 3 animals, 19.5ms\n", - "Speed: 2.8ms preprocess, 19.5ms inference, 1.2ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 3 animals, 44.6ms\n", + "Speed: 3.3ms preprocess, 44.6ms inference, 7.9ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 22%|██▏ | 187/852 [00:12<00:37, 17.80it/s]" + "\r 15%|█▍ | 125/852 [00:17<01:18, 9.22it/s]" ] }, { @@ -2519,18 +2326,15 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 19.4ms\n", - "Speed: 3.0ms preprocess, 19.4ms inference, 1.2ms postprocess per image at shape (1, 3, 384, 640)\n", - "\n", - "0: 384x640 3 animals, 19.5ms\n", - "Speed: 3.6ms preprocess, 19.5ms inference, 1.2ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 3 animals, 52.4ms\n", + "Speed: 5.0ms preprocess, 52.4ms inference, 3.8ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 22%|██▏ | 189/852 [00:13<00:36, 18.11it/s]" + "\r 15%|█▍ | 126/852 [00:17<01:20, 9.05it/s]" ] }, { @@ -2538,18 +2342,15 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 19.5ms\n", - "Speed: 4.4ms preprocess, 19.5ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n", - "\n", - "0: 384x640 4 animals, 19.4ms\n", - "Speed: 3.6ms preprocess, 19.4ms inference, 1.2ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 3 animals, 65.1ms\n", + "Speed: 17.5ms preprocess, 65.1ms inference, 1.9ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 22%|██▏ | 191/852 [00:13<00:36, 18.29it/s]" + "\r 15%|█▍ | 127/852 [00:17<01:29, 8.11it/s]" ] }, { @@ -2557,18 +2358,15 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 4 animals, 26.8ms\n", - "Speed: 3.0ms preprocess, 26.8ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n", - "\n", - "0: 384x640 4 animals, 21.6ms\n", - "Speed: 3.4ms preprocess, 21.6ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 3 animals, 39.6ms\n", + "Speed: 3.1ms preprocess, 39.6ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 23%|██▎ | 193/852 [00:13<00:38, 17.31it/s]" + "\r 15%|█▌ | 128/852 [00:17<01:28, 8.19it/s]" ] }, { @@ -2576,18 +2374,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 4 animals, 21.7ms\n", - "Speed: 3.7ms preprocess, 21.7ms inference, 1.5ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 3 animals, 31.4ms\n", + "Speed: 3.0ms preprocess, 31.4ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 3 animals, 20.8ms\n", - "Speed: 3.2ms preprocess, 20.8ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 3 animals, 31.4ms\n", + "Speed: 3.7ms preprocess, 31.4ms inference, 1.9ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 23%|██▎ | 195/852 [00:13<00:38, 16.97it/s]" + "\r 15%|█▌ | 130/852 [00:17<01:16, 9.44it/s]" ] }, { @@ -2595,18 +2393,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 4 animals, 21.8ms\n", - "Speed: 4.7ms preprocess, 21.8ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 3 animals, 31.4ms\n", + "Speed: 3.6ms preprocess, 31.4ms inference, 1.9ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 3 animals, 22.2ms\n", - "Speed: 3.2ms preprocess, 22.2ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 3 animals, 31.4ms\n", + "Speed: 3.0ms preprocess, 31.4ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 23%|██▎ | 197/852 [00:13<00:38, 16.81it/s]" + "\r 15%|█▌ | 132/852 [00:18<01:08, 10.47it/s]" ] }, { @@ -2614,18 +2412,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 4 animals, 23.6ms\n", - "Speed: 2.9ms preprocess, 23.6ms inference, 1.5ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 3 animals, 31.4ms\n", + "Speed: 11.4ms preprocess, 31.4ms inference, 2.2ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 3 animals, 19.5ms\n", - "Speed: 3.4ms preprocess, 19.5ms inference, 1.4ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 3 animals, 55.9ms\n", + "Speed: 4.2ms preprocess, 55.9ms inference, 2.0ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 23%|██▎ | 199/852 [00:13<00:38, 17.07it/s]" + "\r 16%|█▌ | 134/852 [00:18<01:19, 9.06it/s]" ] }, { @@ -2633,18 +2431,15 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 19.4ms\n", - "Speed: 3.0ms preprocess, 19.4ms inference, 1.2ms postprocess per image at shape (1, 3, 384, 640)\n", - "\n", - "0: 384x640 3 animals, 21.2ms\n", - "Speed: 2.8ms preprocess, 21.2ms inference, 1.2ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 3 animals, 60.0ms\n", + "Speed: 5.4ms preprocess, 60.0ms inference, 3.9ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 24%|██▎ | 201/852 [00:13<00:37, 17.47it/s]" + "\r 16%|█▌ | 135/852 [00:18<01:24, 8.54it/s]" ] }, { @@ -2652,18 +2447,15 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 4 animals, 19.5ms\n", - "Speed: 2.7ms preprocess, 19.5ms inference, 1.2ms postprocess per image at shape (1, 3, 384, 640)\n", - "\n", - "0: 384x640 3 animals, 29.2ms\n", - "Speed: 3.1ms preprocess, 29.2ms inference, 2.0ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 3 animals, 56.6ms\n", + "Speed: 3.3ms preprocess, 56.6ms inference, 2.3ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 24%|██▍ | 203/852 [00:13<00:37, 17.51it/s]" + "\r 16%|█▌ | 136/852 [00:18<01:24, 8.44it/s]" ] }, { @@ -2671,18 +2463,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 19.5ms\n", - "Speed: 2.7ms preprocess, 19.5ms inference, 1.2ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 3 animals, 31.5ms\n", + "Speed: 3.3ms preprocess, 31.5ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 3 animals, 20.4ms\n", - "Speed: 2.7ms preprocess, 20.4ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 3 animals, 31.4ms\n", + "Speed: 3.6ms preprocess, 31.4ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 24%|██▍ | 205/852 [00:14<00:36, 17.73it/s]" + "\r 16%|█▌ | 138/852 [00:18<01:14, 9.61it/s]" ] }, { @@ -2690,18 +2482,15 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 20.4ms\n", - "Speed: 3.7ms preprocess, 20.4ms inference, 1.2ms postprocess per image at shape (1, 3, 384, 640)\n", - "\n", - "0: 384x640 4 animals, 20.4ms\n", - "Speed: 3.6ms preprocess, 20.4ms inference, 1.2ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 3 animals, 33.3ms\n", + "Speed: 2.9ms preprocess, 33.3ms inference, 2.0ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 24%|██▍ | 207/852 [00:14<00:35, 18.15it/s]" + "\r 16%|█▋ | 139/852 [00:18<01:15, 9.47it/s]" ] }, { @@ -2709,18 +2498,15 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 4 animals, 20.4ms\n", - "Speed: 3.9ms preprocess, 20.4ms inference, 1.2ms postprocess per image at shape (1, 3, 384, 640)\n", - "\n", - "0: 384x640 3 animals, 20.2ms\n", - "Speed: 3.6ms preprocess, 20.2ms inference, 2.0ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 3 animals, 31.4ms\n", + "Speed: 5.9ms preprocess, 31.4ms inference, 2.3ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 25%|██▍ | 209/852 [00:14<00:36, 17.78it/s]" + "\r 16%|█▋ | 140/852 [00:18<01:19, 8.95it/s]" ] }, { @@ -2728,18 +2514,15 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 24.3ms\n", - "Speed: 4.1ms preprocess, 24.3ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n", - "\n", - "0: 384x640 3 animals, 24.1ms\n", - "Speed: 4.0ms preprocess, 24.1ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 3 animals, 49.8ms\n", + "Speed: 3.2ms preprocess, 49.8ms inference, 1.9ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 25%|██▍ | 211/852 [00:14<00:37, 17.06it/s]" + "\r 17%|█▋ | 141/852 [00:19<01:20, 8.85it/s]" ] }, { @@ -2747,18 +2530,15 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 21.8ms\n", - "Speed: 3.3ms preprocess, 21.8ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n", - "\n", - "0: 384x640 3 animals, 24.7ms\n", - "Speed: 3.9ms preprocess, 24.7ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 3 animals, 55.4ms\n", + "Speed: 4.1ms preprocess, 55.4ms inference, 2.0ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 25%|██▌ | 213/852 [00:14<00:37, 16.98it/s]" + "\r 17%|█▋ | 142/852 [00:19<01:21, 8.67it/s]" ] }, { @@ -2766,18 +2546,15 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 25.8ms\n", - "Speed: 3.2ms preprocess, 25.8ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n", - "\n", - "0: 384x640 3 animals, 25.1ms\n", - "Speed: 2.5ms preprocess, 25.1ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 3 animals, 44.9ms\n", + "Speed: 6.2ms preprocess, 44.9ms inference, 2.2ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 25%|██▌ | 215/852 [00:14<00:39, 16.09it/s]" + "\r 17%|█▋ | 143/852 [00:19<01:24, 8.38it/s]" ] }, { @@ -2785,18 +2562,15 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 20.8ms\n", - "Speed: 3.4ms preprocess, 20.8ms inference, 1.2ms postprocess per image at shape (1, 3, 384, 640)\n", - "\n", - "0: 384x640 3 animals, 19.7ms\n", - "Speed: 3.1ms preprocess, 19.7ms inference, 1.2ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 3 animals, 39.1ms\n", + "Speed: 9.0ms preprocess, 39.1ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 25%|██▌ | 217/852 [00:14<00:38, 16.66it/s]" + "\r 17%|█▋ | 144/852 [00:19<01:21, 8.68it/s]" ] }, { @@ -2804,18 +2578,15 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 19.7ms\n", - "Speed: 3.3ms preprocess, 19.7ms inference, 1.2ms postprocess per image at shape (1, 3, 384, 640)\n", - "\n", - "0: 384x640 5 animals, 20.2ms\n", - "Speed: 2.7ms preprocess, 20.2ms inference, 1.5ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 3 animals, 46.8ms\n", + "Speed: 2.9ms preprocess, 46.8ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 26%|██▌ | 219/852 [00:14<00:36, 17.51it/s]" + "\r 17%|█▋ | 145/852 [00:19<01:25, 8.22it/s]" ] }, { @@ -2823,18 +2594,15 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 4 animals, 19.8ms\n", - "Speed: 3.8ms preprocess, 19.8ms inference, 1.2ms postprocess per image at shape (1, 3, 384, 640)\n", - "\n", - "0: 384x640 3 animals, 21.5ms\n", - "Speed: 3.3ms preprocess, 21.5ms inference, 1.4ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 3 animals, 71.9ms\n", + "Speed: 4.8ms preprocess, 71.9ms inference, 2.0ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 26%|██▌ | 221/852 [00:14<00:36, 17.47it/s]" + "\r 17%|█▋ | 146/852 [00:19<01:44, 6.73it/s]" ] }, { @@ -2842,18 +2610,15 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 21.6ms\n", - "Speed: 2.8ms preprocess, 21.6ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n", - "\n", - "0: 384x640 3 animals, 19.8ms\n", - "Speed: 2.9ms preprocess, 19.8ms inference, 1.4ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 3 animals, 46.2ms\n", + "Speed: 7.9ms preprocess, 46.2ms inference, 1.9ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 26%|██▌ | 223/852 [00:15<00:35, 17.87it/s]" + "\r 17%|█▋ | 147/852 [00:19<01:42, 6.89it/s]" ] }, { @@ -2861,18 +2626,15 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 19.7ms\n", - "Speed: 3.3ms preprocess, 19.7ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n", - "\n", - "0: 384x640 3 animals, 19.8ms\n", - "Speed: 5.8ms preprocess, 19.8ms inference, 1.2ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 3 animals, 85.0ms\n", + "Speed: 3.2ms preprocess, 85.0ms inference, 1.9ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 26%|██▋ | 225/852 [00:15<00:35, 17.84it/s]" + "\r 17%|█▋ | 148/852 [00:20<01:53, 6.19it/s]" ] }, { @@ -2880,18 +2642,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 19.7ms\n", - "Speed: 2.9ms preprocess, 19.7ms inference, 1.2ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 3 animals, 31.4ms\n", + "Speed: 5.9ms preprocess, 31.4ms inference, 1.9ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 3 animals, 23.2ms\n", - "Speed: 3.3ms preprocess, 23.2ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 3 animals, 31.4ms\n", + "Speed: 2.9ms preprocess, 31.4ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 27%|██▋ | 227/852 [00:15<00:35, 17.64it/s]" + "\r 18%|█▊ | 150/852 [00:20<01:30, 7.74it/s]" ] }, { @@ -2899,18 +2661,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 22.2ms\n", - "Speed: 3.6ms preprocess, 22.2ms inference, 1.5ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 3 animals, 31.4ms\n", + "Speed: 3.3ms preprocess, 31.4ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 3 animals, 24.0ms\n", - "Speed: 3.0ms preprocess, 24.0ms inference, 2.7ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 3 animals, 31.3ms\n", + "Speed: 3.3ms preprocess, 31.3ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 27%|██▋ | 229/852 [00:15<00:36, 17.05it/s]" + "\r 18%|█▊ | 152/852 [00:20<01:12, 9.61it/s]" ] }, { @@ -2918,18 +2680,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 22.7ms\n", - "Speed: 3.0ms preprocess, 22.7ms inference, 1.9ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 3 animals, 31.3ms\n", + "Speed: 3.8ms preprocess, 31.3ms inference, 1.4ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 3 animals, 22.5ms\n", - "Speed: 4.7ms preprocess, 22.5ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 3 animals, 29.8ms\n", + "Speed: 6.3ms preprocess, 29.8ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 27%|██▋ | 231/852 [00:15<00:37, 16.48it/s]" + "\r 18%|█▊ | 154/852 [00:20<01:03, 11.05it/s]" ] }, { @@ -2937,18 +2699,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 21.7ms\n", - "Speed: 3.3ms preprocess, 21.7ms inference, 1.2ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 3 animals, 29.9ms\n", + "Speed: 5.7ms preprocess, 29.9ms inference, 1.5ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 3 animals, 20.1ms\n", - "Speed: 3.1ms preprocess, 20.1ms inference, 1.2ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 3 animals, 31.1ms\n", + "Speed: 3.2ms preprocess, 31.1ms inference, 1.9ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 27%|██▋ | 233/852 [00:15<00:36, 17.12it/s]" + "\r 18%|█▊ | 156/852 [00:20<01:00, 11.43it/s]" ] }, { @@ -2956,18 +2718,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 23.9ms\n", - "Speed: 3.6ms preprocess, 23.9ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 3 animals, 26.0ms\n", + "Speed: 4.0ms preprocess, 26.0ms inference, 2.2ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 3 animals, 26.5ms\n", - "Speed: 3.2ms preprocess, 26.5ms inference, 1.9ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 3 animals, 29.5ms\n", + "Speed: 4.5ms preprocess, 29.5ms inference, 1.9ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 28%|██▊ | 235/852 [00:15<00:39, 15.74it/s]" + "\r 19%|█▊ | 158/852 [00:20<00:57, 12.14it/s]" ] }, { @@ -2975,18 +2737,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 25.8ms\n", - "Speed: 3.2ms preprocess, 25.8ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 3 animals, 27.6ms\n", + "Speed: 3.5ms preprocess, 27.6ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 3 animals, 26.5ms\n", - "Speed: 3.1ms preprocess, 26.5ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 3 animals, 26.0ms\n", + "Speed: 3.1ms preprocess, 26.0ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 28%|██▊ | 237/852 [00:15<00:40, 15.18it/s]" + "\r 19%|█▉ | 160/852 [00:21<00:55, 12.47it/s]" ] }, { @@ -2994,18 +2756,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 22.6ms\n", - "Speed: 4.5ms preprocess, 22.6ms inference, 1.5ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 3 animals, 27.9ms\n", + "Speed: 3.0ms preprocess, 27.9ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 3 animals, 27.7ms\n", - "Speed: 3.0ms preprocess, 27.7ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 3 animals, 32.2ms\n", + "Speed: 3.1ms preprocess, 32.2ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 28%|██▊ | 239/852 [00:16<00:41, 14.83it/s]" + "\r 19%|█▉ | 162/852 [00:21<00:54, 12.76it/s]" ] }, { @@ -3013,18 +2775,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 21.3ms\n", - "Speed: 3.2ms preprocess, 21.3ms inference, 4.9ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 3 animals, 25.9ms\n", + "Speed: 2.9ms preprocess, 25.9ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 3 animals, 22.1ms\n", - "Speed: 4.8ms preprocess, 22.1ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 3 animals, 28.4ms\n", + "Speed: 3.0ms preprocess, 28.4ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 28%|██▊ | 241/852 [00:16<00:41, 14.56it/s]" + "\r 19%|█▉ | 164/852 [00:21<00:53, 12.98it/s]" ] }, { @@ -3032,18 +2794,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 26.0ms\n", - "Speed: 3.0ms preprocess, 26.0ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 3 animals, 35.3ms\n", + "Speed: 4.1ms preprocess, 35.3ms inference, 2.4ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 3 animals, 29.5ms\n", - "Speed: 3.0ms preprocess, 29.5ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 3 animals, 28.0ms\n", + "Speed: 5.7ms preprocess, 28.0ms inference, 2.0ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 29%|██▊ | 243/852 [00:16<00:42, 14.37it/s]" + "\r 19%|█▉ | 166/852 [00:21<00:54, 12.56it/s]" ] }, { @@ -3051,18 +2813,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 24.5ms\n", - "Speed: 6.2ms preprocess, 24.5ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 3 animals, 26.0ms\n", + "Speed: 4.1ms preprocess, 26.0ms inference, 1.9ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 3 animals, 28.9ms\n", - "Speed: 3.1ms preprocess, 28.9ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 3 animals, 28.3ms\n", + "Speed: 3.2ms preprocess, 28.3ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 29%|██▉ | 245/852 [00:16<00:42, 14.15it/s]" + "\r 20%|█▉ | 168/852 [00:21<00:53, 12.75it/s]" ] }, { @@ -3070,18 +2832,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 23.7ms\n", - "Speed: 5.4ms preprocess, 23.7ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 3 animals, 26.8ms\n", + "Speed: 3.2ms preprocess, 26.8ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 3 animals, 22.4ms\n", - "Speed: 2.9ms preprocess, 22.4ms inference, 1.9ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 3 animals, 26.0ms\n", + "Speed: 3.6ms preprocess, 26.0ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 29%|██▉ | 247/852 [00:16<00:43, 13.98it/s]" + "\r 20%|█▉ | 170/852 [00:21<00:53, 12.76it/s]" ] }, { @@ -3089,18 +2851,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 22.5ms\n", - "Speed: 3.1ms preprocess, 22.5ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 3 animals, 25.9ms\n", + "Speed: 4.1ms preprocess, 25.9ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 3 animals, 23.9ms\n", - "Speed: 3.0ms preprocess, 23.9ms inference, 6.3ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 3 animals, 26.0ms\n", + "Speed: 3.0ms preprocess, 26.0ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 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preprocess, 22.6ms inference, 1.5ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 3 animals, 26.0ms\n", + "Speed: 3.1ms preprocess, 26.0ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 3 animals, 24.9ms\n", - "Speed: 3.0ms preprocess, 24.9ms inference, 2.1ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 3 animals, 26.0ms\n", + "Speed: 3.6ms preprocess, 26.0ms inference, 2.2ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 30%|██▉ | 253/852 [00:17<00:40, 14.77it/s]" + "\r 21%|██ | 176/852 [00:22<00:52, 12.84it/s]" ] }, { @@ -3146,18 +2908,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 23.5ms\n", - "Speed: 3.4ms preprocess, 23.5ms inference, 1.5ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 3 animals, 28.1ms\n", + "Speed: 3.8ms preprocess, 28.1ms inference, 2.0ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 3 animals, 23.0ms\n", - "Speed: 3.2ms preprocess, 23.0ms inference, 1.5ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 3 animals, 26.9ms\n", + "Speed: 3.4ms preprocess, 26.9ms inference, 2.0ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 30%|██▉ | 255/852 [00:17<00:39, 15.23it/s]" + "\r 21%|██ | 178/852 [00:22<00:51, 12.99it/s]" ] }, { @@ -3165,18 +2927,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 25.3ms\n", - "Speed: 3.1ms preprocess, 25.3ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 3 animals, 26.8ms\n", + "Speed: 3.2ms preprocess, 26.8ms inference, 1.9ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 3 animals, 26.5ms\n", - "Speed: 6.5ms preprocess, 26.5ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 3 animals, 27.0ms\n", + "Speed: 3.2ms preprocess, 27.0ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 30%|███ | 257/852 [00:17<00:41, 14.42it/s]" + "\r 21%|██ | 180/852 [00:22<00:51, 13.17it/s]" ] }, { @@ -3184,18 +2946,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 31.3ms\n", - "Speed: 5.7ms preprocess, 31.3ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 3 animals, 26.4ms\n", + "Speed: 3.2ms preprocess, 26.4ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 3 animals, 28.1ms\n", - "Speed: 4.1ms preprocess, 28.1ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 3 animals, 26.5ms\n", + "Speed: 3.2ms preprocess, 26.5ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 30%|███ | 259/852 [00:17<00:44, 13.26it/s]" + "\r 21%|██▏ | 182/852 [00:22<00:49, 13.49it/s]" ] }, { @@ -3203,18 +2965,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 25.2ms\n", - "Speed: 3.2ms preprocess, 25.2ms inference, 2.3ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 3 animals, 26.6ms\n", + "Speed: 3.0ms preprocess, 26.6ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 3 animals, 23.7ms\n", - "Speed: 3.0ms preprocess, 23.7ms inference, 1.5ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 3 animals, 33.0ms\n", + "Speed: 2.9ms preprocess, 33.0ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 31%|███ | 261/852 [00:17<00:43, 13.60it/s]" + "\r 22%|██▏ | 184/852 [00:22<00:50, 13.29it/s]" ] }, { @@ -3222,18 +2984,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 24.1ms\n", - "Speed: 3.0ms preprocess, 24.1ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 3 animals, 26.4ms\n", + "Speed: 3.2ms preprocess, 26.4ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 3 animals, 28.3ms\n", - "Speed: 3.5ms preprocess, 28.3ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 3 animals, 26.4ms\n", + "Speed: 2.9ms preprocess, 26.4ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 31%|███ | 263/852 [00:17<00:43, 13.49it/s]" + "\r 22%|██▏ | 186/852 [00:23<00:50, 13.20it/s]" ] }, { @@ -3241,18 +3003,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 24.6ms\n", - "Speed: 2.9ms preprocess, 24.6ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 3 animals, 28.7ms\n", + "Speed: 3.1ms preprocess, 28.7ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 3 animals, 24.5ms\n", - "Speed: 3.2ms preprocess, 24.5ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 3 animals, 27.4ms\n", + "Speed: 2.9ms preprocess, 27.4ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 31%|███ | 265/852 [00:17<00:42, 13.83it/s]" + "\r 22%|██▏ | 188/852 [00:23<00:50, 13.27it/s]" ] }, { @@ -3260,18 +3022,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 30.8ms\n", - "Speed: 3.7ms preprocess, 30.8ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 3 animals, 27.5ms\n", + "Speed: 2.9ms preprocess, 27.5ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 3 animals, 26.1ms\n", - "Speed: 5.0ms preprocess, 26.1ms inference, 1.9ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 3 animals, 31.3ms\n", + "Speed: 3.0ms preprocess, 31.3ms inference, 1.9ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 31%|███▏ | 267/852 [00:18<00:43, 13.51it/s]" + "\r 22%|██▏ | 190/852 [00:23<00:51, 12.93it/s]" ] }, { @@ -3279,18 +3041,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 39.2ms\n", - "Speed: 4.5ms preprocess, 39.2ms inference, 4.1ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 4 animals, 32.0ms\n", + "Speed: 3.0ms preprocess, 32.0ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 3 animals, 34.4ms\n", - "Speed: 5.7ms preprocess, 34.4ms inference, 2.1ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 4 animals, 33.1ms\n", + "Speed: 3.2ms preprocess, 33.1ms inference, 4.5ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 32%|███▏ | 269/852 [00:18<00:47, 12.27it/s]" + "\r 23%|██▎ | 192/852 [00:23<00:51, 12.89it/s]" ] }, { @@ -3298,18 +3060,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 26.1ms\n", - "Speed: 3.3ms preprocess, 26.1ms inference, 2.1ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 4 animals, 27.2ms\n", + "Speed: 3.1ms preprocess, 27.2ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 3 animals, 40.9ms\n", - "Speed: 2.9ms preprocess, 40.9ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 4 animals, 30.9ms\n", + "Speed: 2.9ms preprocess, 30.9ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 32%|███▏ | 271/852 [00:18<00:48, 12.09it/s]" + "\r 23%|██▎ | 194/852 [00:23<00:51, 12.67it/s]" ] }, { @@ -3317,18 +3079,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 38.9ms\n", - "Speed: 5.0ms preprocess, 38.9ms inference, 5.2ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 3 animals, 28.6ms\n", + "Speed: 3.1ms preprocess, 28.6ms inference, 4.4ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 3 animals, 38.9ms\n", - "Speed: 3.4ms preprocess, 38.9ms inference, 3.6ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 4 animals, 28.0ms\n", + "Speed: 2.8ms preprocess, 28.0ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 32%|███▏ | 273/852 [00:18<00:52, 11.13it/s]" + "\r 23%|██▎ | 196/852 [00:23<00:51, 12.85it/s]" ] }, { @@ -3336,18 +3098,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 38.6ms\n", - "Speed: 3.1ms preprocess, 38.6ms inference, 1.9ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 3 animals, 31.5ms\n", + "Speed: 2.9ms preprocess, 31.5ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 3 animals, 29.9ms\n", - "Speed: 3.0ms preprocess, 29.9ms inference, 1.9ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 4 animals, 32.6ms\n", + "Speed: 3.0ms preprocess, 32.6ms inference, 2.0ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 32%|███▏ | 275/852 [00:18<00:51, 11.24it/s]" + "\r 23%|██▎ | 198/852 [00:24<00:52, 12.50it/s]" ] }, { @@ -3355,18 +3117,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 28.4ms\n", - "Speed: 3.0ms preprocess, 28.4ms inference, 2.4ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 3 animals, 40.0ms\n", + "Speed: 5.8ms preprocess, 40.0ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 3 animals, 28.2ms\n", - "Speed: 2.9ms preprocess, 28.2ms inference, 2.5ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 3 animals, 32.5ms\n", + "Speed: 4.7ms preprocess, 32.5ms inference, 2.5ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 33%|███▎ | 277/852 [00:19<00:49, 11.64it/s]" + "\r 23%|██▎ | 200/852 [00:24<00:54, 12.06it/s]" ] }, { @@ -3374,18 +3136,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 31.4ms\n", - "Speed: 3.0ms preprocess, 31.4ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 3 animals, 27.3ms\n", + "Speed: 4.0ms preprocess, 27.3ms inference, 1.9ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 3 animals, 33.0ms\n", - "Speed: 3.0ms preprocess, 33.0ms inference, 2.0ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 4 animals, 28.2ms\n", + "Speed: 7.3ms preprocess, 28.2ms inference, 2.4ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 33%|███▎ | 279/852 [00:19<00:48, 11.80it/s]" + "\r 24%|██▎ | 202/852 [00:24<00:53, 12.05it/s]" ] }, { @@ -3393,18 +3155,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 29.5ms\n", - "Speed: 4.3ms preprocess, 29.5ms inference, 4.1ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 3 animals, 28.9ms\n", + "Speed: 3.4ms preprocess, 28.9ms inference, 2.0ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 3 animals, 31.8ms\n", - "Speed: 4.5ms preprocess, 31.8ms inference, 1.9ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 3 animals, 32.5ms\n", + "Speed: 5.7ms preprocess, 32.5ms inference, 3.7ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 33%|███▎ | 281/852 [00:19<00:47, 11.97it/s]" + "\r 24%|██▍ | 204/852 [00:24<00:53, 12.09it/s]" ] }, { @@ -3412,18 +3174,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 27.4ms\n", - "Speed: 3.4ms preprocess, 27.4ms inference, 2.3ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 3 animals, 28.8ms\n", + "Speed: 4.2ms preprocess, 28.8ms inference, 2.7ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 3 animals, 26.3ms\n", - "Speed: 3.0ms preprocess, 26.3ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 3 animals, 28.4ms\n", + "Speed: 3.1ms preprocess, 28.4ms inference, 2.1ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 33%|███▎ | 283/852 [00:19<00:45, 12.43it/s]" + "\r 24%|██▍ | 206/852 [00:24<00:53, 12.08it/s]" ] }, { @@ -3431,18 +3193,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 28.9ms\n", - "Speed: 2.8ms preprocess, 28.9ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 4 animals, 28.4ms\n", + "Speed: 3.9ms preprocess, 28.4ms inference, 3.1ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 3 animals, 27.5ms\n", - "Speed: 3.1ms preprocess, 27.5ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 4 animals, 31.7ms\n", + "Speed: 3.2ms preprocess, 31.7ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 33%|███▎ | 285/852 [00:19<00:44, 12.76it/s]" + "\r 24%|██▍ | 208/852 [00:24<00:52, 12.28it/s]" ] }, { @@ -3450,18 +3212,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 26.3ms\n", - "Speed: 3.2ms preprocess, 26.3ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 3 animals, 28.6ms\n", + "Speed: 2.9ms preprocess, 28.6ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 3 animals, 26.7ms\n", - "Speed: 3.1ms preprocess, 26.7ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 3 animals, 28.3ms\n", + "Speed: 3.1ms preprocess, 28.3ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 34%|███▎ | 287/852 [00:19<00:44, 12.84it/s]" + "\r 25%|██▍ | 210/852 [00:24<00:51, 12.56it/s]" ] }, { @@ -3469,18 +3231,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 32.8ms\n", - "Speed: 3.1ms preprocess, 32.8ms inference, 1.5ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 3 animals, 28.9ms\n", + "Speed: 3.0ms preprocess, 28.9ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 3 animals, 26.3ms\n", - "Speed: 2.8ms preprocess, 26.3ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 3 animals, 28.9ms\n", + "Speed: 3.5ms preprocess, 28.9ms inference, 3.4ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 34%|███▍ | 289/852 [00:19<00:43, 12.86it/s]" + "\r 25%|██▍ | 212/852 [00:25<00:49, 12.99it/s]" ] }, { @@ -3488,18 +3250,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 26.4ms\n", - "Speed: 2.9ms preprocess, 26.4ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 3 animals, 28.9ms\n", + "Speed: 3.8ms preprocess, 28.9ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 3 animals, 26.4ms\n", - "Speed: 6.0ms preprocess, 26.4ms inference, 1.9ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 3 animals, 26.8ms\n", + "Speed: 3.1ms preprocess, 26.8ms inference, 3.4ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 34%|███▍ | 291/852 [00:20<00:41, 13.44it/s]" + "\r 25%|██▌ | 214/852 [00:25<00:47, 13.30it/s]" ] }, { @@ -3507,18 +3269,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 26.3ms\n", - "Speed: 2.9ms preprocess, 26.3ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 3 animals, 26.9ms\n", + "Speed: 2.8ms preprocess, 26.9ms inference, 1.9ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 3 animals, 26.3ms\n", - "Speed: 2.9ms preprocess, 26.3ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 3 animals, 33.7ms\n", + "Speed: 4.0ms preprocess, 33.7ms inference, 3.1ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 34%|███▍ | 293/852 [00:20<00:40, 13.72it/s]" + "\r 25%|██▌ | 216/852 [00:25<00:49, 12.88it/s]" ] }, { @@ -3526,18 +3288,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 28.5ms\n", - "Speed: 3.0ms preprocess, 28.5ms inference, 2.2ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 3 animals, 27.6ms\n", + "Speed: 7.6ms preprocess, 27.6ms inference, 2.0ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 3 animals, 33.8ms\n", - "Speed: 3.0ms preprocess, 33.8ms inference, 2.2ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 3 animals, 26.8ms\n", + "Speed: 5.4ms preprocess, 26.8ms inference, 1.9ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 35%|███▍ | 295/852 [00:20<00:40, 13.63it/s]" + "\r 26%|██▌ | 218/852 [00:25<00:50, 12.44it/s]" ] }, { @@ -3545,18 +3307,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 26.4ms\n", - "Speed: 2.9ms preprocess, 26.4ms inference, 1.9ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 5 animals, 26.9ms\n", + "Speed: 5.1ms preprocess, 26.9ms inference, 1.9ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 3 animals, 26.8ms\n", - "Speed: 4.8ms preprocess, 26.8ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 4 animals, 27.4ms\n", + "Speed: 4.8ms preprocess, 27.4ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 35%|███▍ | 297/852 [00:20<00:40, 13.76it/s]" + "\r 26%|██▌ | 220/852 [00:25<00:50, 12.57it/s]" ] }, { @@ -3564,18 +3326,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 27.5ms\n", - "Speed: 3.0ms preprocess, 27.5ms inference, 2.3ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 3 animals, 26.9ms\n", + "Speed: 6.0ms preprocess, 26.9ms inference, 1.9ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 3 animals, 27.6ms\n", - "Speed: 3.1ms preprocess, 27.6ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 3 animals, 26.9ms\n", + "Speed: 3.1ms preprocess, 26.9ms inference, 1.9ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 35%|███▌ | 299/852 [00:20<00:39, 14.04it/s]" + "\r 26%|██▌ | 222/852 [00:25<00:48, 12.99it/s]" ] }, { @@ -3583,18 +3345,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 26.3ms\n", - "Speed: 3.0ms preprocess, 26.3ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 3 animals, 27.1ms\n", + "Speed: 3.7ms preprocess, 27.1ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 3 animals, 26.3ms\n", - "Speed: 3.1ms preprocess, 26.3ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 3 animals, 26.7ms\n", + "Speed: 2.9ms preprocess, 26.7ms inference, 1.9ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 35%|███▌ | 301/852 [00:20<00:38, 14.13it/s]" + "\r 26%|██▋ | 224/852 [00:26<00:47, 13.30it/s]" ] }, { @@ -3602,18 +3364,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 26.3ms\n", - "Speed: 2.8ms preprocess, 26.3ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 3 animals, 30.6ms\n", + "Speed: 3.2ms preprocess, 30.6ms inference, 2.3ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 3 animals, 27.9ms\n", - "Speed: 3.2ms preprocess, 27.9ms inference, 1.9ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 3 animals, 29.1ms\n", + "Speed: 3.0ms preprocess, 29.1ms inference, 2.2ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 36%|███▌ | 303/852 [00:20<00:38, 14.34it/s]" + "\r 27%|██▋ | 226/852 [00:26<00:48, 13.03it/s]" ] }, { @@ -3621,18 +3383,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 30.2ms\n", - "Speed: 3.1ms preprocess, 30.2ms inference, 1.9ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 3 animals, 32.4ms\n", + "Speed: 4.4ms preprocess, 32.4ms inference, 2.2ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 3 animals, 26.3ms\n", - "Speed: 2.8ms preprocess, 26.3ms inference, 2.0ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 3 animals, 36.9ms\n", + "Speed: 3.4ms preprocess, 36.9ms inference, 2.3ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 36%|███▌ | 305/852 [00:21<00:37, 14.54it/s]" + "\r 27%|██▋ | 228/852 [00:26<00:49, 12.72it/s]" ] }, { @@ -3640,18 +3402,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 26.3ms\n", - "Speed: 3.2ms preprocess, 26.3ms inference, 1.9ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 3 animals, 26.5ms\n", + "Speed: 3.4ms preprocess, 26.5ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", "0: 384x640 3 animals, 26.4ms\n", - "Speed: 2.8ms preprocess, 26.4ms inference, 1.5ms postprocess per image at shape (1, 3, 384, 640)\n" + "Speed: 5.3ms preprocess, 26.4ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 36%|███▌ | 307/852 [00:21<00:36, 14.92it/s]" + "\r 27%|██▋ | 230/852 [00:26<00:47, 13.03it/s]" ] }, { @@ -3659,18 +3421,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 26.3ms\n", - "Speed: 6.5ms preprocess, 26.3ms inference, 1.9ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 3 animals, 26.4ms\n", + "Speed: 3.4ms preprocess, 26.4ms inference, 1.4ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 3 animals, 26.3ms\n", - "Speed: 3.1ms preprocess, 26.3ms inference, 2.2ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 3 animals, 25.7ms\n", + "Speed: 3.1ms preprocess, 25.7ms inference, 1.4ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 36%|███▋ | 309/852 [00:21<00:36, 14.78it/s]" + "\r 27%|██▋ | 232/852 [00:26<00:44, 13.95it/s]" ] }, { @@ -3678,18 +3440,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 32.3ms\n", - "Speed: 3.0ms preprocess, 32.3ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 3 animals, 24.8ms\n", + "Speed: 3.1ms preprocess, 24.8ms inference, 1.4ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 3 animals, 35.5ms\n", - "Speed: 2.9ms preprocess, 35.5ms inference, 2.9ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 3 animals, 24.7ms\n", + "Speed: 3.4ms preprocess, 24.7ms inference, 1.4ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 37%|███▋ | 311/852 [00:21<00:37, 14.52it/s]" + "\r 27%|██▋ | 234/852 [00:26<00:42, 14.67it/s]" ] }, { @@ -3697,18 +3459,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 26.4ms\n", - "Speed: 2.8ms preprocess, 26.4ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 3 animals, 24.9ms\n", + "Speed: 2.8ms preprocess, 24.9ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 3 animals, 30.9ms\n", - "Speed: 2.9ms preprocess, 30.9ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 3 animals, 22.1ms\n", + "Speed: 3.2ms preprocess, 22.1ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 37%|███▋ | 313/852 [00:21<00:37, 14.34it/s]" + "\r 28%|██▊ | 236/852 [00:26<00:40, 15.38it/s]" ] }, { @@ -3716,18 +3478,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 26.3ms\n", - "Speed: 3.0ms preprocess, 26.3ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 3 animals, 22.1ms\n", + "Speed: 4.2ms preprocess, 22.1ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 3 animals, 26.3ms\n", - "Speed: 2.8ms preprocess, 26.3ms inference, 1.5ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 3 animals, 22.1ms\n", + "Speed: 2.9ms preprocess, 22.1ms inference, 1.4ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 37%|███▋ | 315/852 [00:21<00:36, 14.82it/s]" + "\r 28%|██▊ | 238/852 [00:26<00:38, 16.03it/s]" ] }, { @@ -3735,18 +3497,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 28.1ms\n", - "Speed: 2.9ms preprocess, 28.1ms inference, 1.9ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 3 animals, 22.1ms\n", + "Speed: 3.0ms preprocess, 22.1ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 3 animals, 26.3ms\n", - "Speed: 2.9ms preprocess, 26.3ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 3 animals, 23.5ms\n", + "Speed: 3.2ms preprocess, 23.5ms inference, 1.5ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 37%|███▋ | 317/852 [00:21<00:35, 15.06it/s]" + "\r 28%|██▊ | 240/852 [00:27<00:38, 15.94it/s]" ] }, { @@ -3754,18 +3516,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 26.3ms\n", - "Speed: 2.9ms preprocess, 26.3ms inference, 2.0ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 3 animals, 22.1ms\n", + "Speed: 3.1ms preprocess, 22.1ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 3 animals, 26.3ms\n", - "Speed: 3.3ms preprocess, 26.3ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 3 animals, 22.1ms\n", + "Speed: 4.3ms preprocess, 22.1ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 37%|███▋ | 319/852 [00:21<00:34, 15.25it/s]" + "\r 28%|██▊ | 242/852 [00:27<00:38, 16.02it/s]" ] }, { @@ -3773,18 +3535,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 26.3ms\n", - "Speed: 2.8ms preprocess, 26.3ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 3 animals, 22.2ms\n", + "Speed: 3.8ms preprocess, 22.2ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 3 animals, 26.4ms\n", - "Speed: 2.9ms preprocess, 26.4ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 3 animals, 22.5ms\n", + "Speed: 5.4ms preprocess, 22.5ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 38%|███▊ | 321/852 [00:22<00:34, 15.55it/s]" + "\r 29%|██▊ | 244/852 [00:27<00:37, 16.08it/s]" ] }, { @@ -3792,37 +3554,37 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 26.3ms\n", - "Speed: 2.9ms preprocess, 26.3ms inference, 1.9ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 3 animals, 25.6ms\n", + "Speed: 3.0ms preprocess, 25.6ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 3 animals, 26.4ms\n", - "Speed: 2.7ms preprocess, 26.4ms inference, 1.9ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 3 animals, 23.8ms\n", + "Speed: 6.2ms preprocess, 23.8ms inference, 1.9ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 38%|███▊ | 323/852 [00:22<00:35, 14.78it/s]" + "\r 29%|██▉ | 246/852 [00:27<00:38, 15.75it/s]" ] }, { "output_type": "stream", "name": "stdout", "text": [ - "\n", - "0: 384x640 3 animals, 26.3ms\n", - "Speed: 2.9ms preprocess, 26.3ms inference, 3.5ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", "0: 384x640 3 animals, 29.8ms\n", - "Speed: 3.3ms preprocess, 29.8ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n" + "Speed: 4.3ms preprocess, 29.8ms inference, 1.4ms postprocess per image at shape (1, 3, 384, 640)\n", + "\n", + "0: 384x640 3 animals, 22.1ms\n", + "Speed: 3.4ms preprocess, 22.1ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 38%|███▊ | 325/852 [00:22<00:36, 14.44it/s]" + "\r 29%|██▉ | 248/852 [00:27<00:38, 15.82it/s]" ] }, { @@ -3830,18 +3592,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 26.5ms\n", - "Speed: 3.3ms preprocess, 26.5ms inference, 4.8ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 3 animals, 22.1ms\n", + "Speed: 4.0ms preprocess, 22.1ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 3 animals, 29.0ms\n", - "Speed: 3.7ms preprocess, 29.0ms inference, 2.5ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 3 animals, 22.1ms\n", + "Speed: 2.8ms preprocess, 22.1ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 38%|███▊ | 327/852 [00:22<00:37, 13.88it/s]" + "\r 29%|██▉ | 250/852 [00:27<00:36, 16.44it/s]" ] }, { @@ -3849,18 +3611,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 27.8ms\n", - "Speed: 3.7ms preprocess, 27.8ms inference, 2.1ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 3 animals, 22.1ms\n", + "Speed: 2.8ms preprocess, 22.1ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 3 animals, 26.3ms\n", - "Speed: 2.9ms preprocess, 26.3ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 3 animals, 22.6ms\n", + "Speed: 2.7ms preprocess, 22.6ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 39%|███▊ | 329/852 [00:22<00:36, 14.22it/s]" + "\r 30%|██▉ | 252/852 [00:27<00:35, 17.09it/s]" ] }, { @@ -3868,18 +3630,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 28.4ms\n", - "Speed: 2.9ms preprocess, 28.4ms inference, 2.0ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 3 animals, 22.1ms\n", + "Speed: 3.0ms preprocess, 22.1ms inference, 1.4ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 3 animals, 26.3ms\n", - "Speed: 3.0ms preprocess, 26.3ms inference, 1.9ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 3 animals, 23.0ms\n", + "Speed: 3.2ms preprocess, 23.0ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 39%|███▉ | 331/852 [00:22<00:36, 14.18it/s]" + "\r 30%|██▉ | 254/852 [00:27<00:34, 17.12it/s]" ] }, { @@ -3887,18 +3649,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 29.2ms\n", - "Speed: 3.1ms preprocess, 29.2ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 3 animals, 22.7ms\n", + "Speed: 3.4ms preprocess, 22.7ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 3 animals, 27.8ms\n", - "Speed: 3.0ms preprocess, 27.8ms inference, 2.8ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 3 animals, 22.1ms\n", + "Speed: 3.9ms preprocess, 22.1ms inference, 1.5ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 39%|███▉ | 333/852 [00:22<00:37, 13.98it/s]" + "\r 30%|███ | 256/852 [00:28<00:34, 17.22it/s]" ] }, { @@ -3906,18 +3668,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 27.1ms\n", - "Speed: 2.7ms preprocess, 27.1ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 3 animals, 22.2ms\n", + "Speed: 4.1ms preprocess, 22.2ms inference, 2.9ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 3 animals, 26.1ms\n", - "Speed: 4.0ms preprocess, 26.1ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 3 animals, 29.7ms\n", + "Speed: 3.0ms preprocess, 29.7ms inference, 1.9ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 39%|███▉ | 335/852 [00:23<00:36, 14.28it/s]" + "\r 30%|███ | 258/852 [00:28<00:35, 16.60it/s]" ] }, { @@ -3925,18 +3687,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 25.9ms\n", - "Speed: 3.0ms preprocess, 25.9ms inference, 2.1ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 3 animals, 22.5ms\n", + "Speed: 2.8ms preprocess, 22.5ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 3 animals, 29.9ms\n", - "Speed: 2.9ms preprocess, 29.9ms inference, 2.6ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 3 animals, 23.5ms\n", + "Speed: 2.9ms preprocess, 23.5ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 40%|███▉ | 337/852 [00:23<00:37, 13.89it/s]" + "\r 31%|███ | 260/852 [00:28<00:35, 16.53it/s]" ] }, { @@ -3944,18 +3706,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 27.6ms\n", - "Speed: 4.8ms preprocess, 27.6ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 3 animals, 22.6ms\n", + "Speed: 4.8ms preprocess, 22.6ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 3 animals, 33.3ms\n", - "Speed: 5.2ms preprocess, 33.3ms inference, 2.3ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 3 animals, 22.2ms\n", + "Speed: 2.7ms preprocess, 22.2ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 40%|███▉ | 339/852 [00:23<00:37, 13.62it/s]" + "\r 31%|███ | 262/852 [00:28<00:36, 16.19it/s]" ] }, { @@ -3963,18 +3725,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 34.6ms\n", - "Speed: 2.8ms preprocess, 34.6ms inference, 2.5ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 3 animals, 22.2ms\n", + "Speed: 3.2ms preprocess, 22.2ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 3 animals, 37.7ms\n", - "Speed: 3.2ms preprocess, 37.7ms inference, 4.3ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 3 animals, 22.2ms\n", + "Speed: 3.9ms preprocess, 22.2ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 40%|████ | 341/852 [00:23<00:38, 13.33it/s]" + "\r 31%|███ | 264/852 [00:28<00:36, 15.93it/s]" ] }, { @@ -3982,18 +3744,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 36.6ms\n", - "Speed: 4.1ms preprocess, 36.6ms inference, 2.1ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 3 animals, 22.1ms\n", + "Speed: 3.4ms preprocess, 22.1ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 3 animals, 31.8ms\n", - "Speed: 4.3ms preprocess, 31.8ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 3 animals, 22.4ms\n", + "Speed: 4.5ms preprocess, 22.4ms inference, 1.4ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 40%|████ | 343/852 [00:23<00:39, 12.81it/s]" + "\r 31%|███ | 266/852 [00:28<00:36, 16.20it/s]" ] }, { @@ -4001,18 +3763,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 33.8ms\n", - "Speed: 5.1ms preprocess, 33.8ms inference, 2.0ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 3 animals, 22.4ms\n", + "Speed: 3.0ms preprocess, 22.4ms inference, 1.4ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 3 animals, 32.0ms\n", - "Speed: 3.1ms preprocess, 32.0ms inference, 3.7ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 3 animals, 22.4ms\n", + "Speed: 4.0ms preprocess, 22.4ms inference, 1.4ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 40%|████ | 345/852 [00:23<00:40, 12.64it/s]" + "\r 31%|███▏ | 268/852 [00:28<00:35, 16.48it/s]" ] }, { @@ -4020,18 +3782,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 28.8ms\n", - "Speed: 3.1ms preprocess, 28.8ms inference, 2.1ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 3 animals, 22.4ms\n", + "Speed: 4.3ms preprocess, 22.4ms inference, 1.4ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 3 animals, 25.9ms\n", - "Speed: 3.4ms preprocess, 25.9ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 3 animals, 22.4ms\n", + "Speed: 4.2ms preprocess, 22.4ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 41%|████ | 347/852 [00:24<00:38, 13.12it/s]" + "\r 32%|███▏ | 270/852 [00:28<00:34, 16.90it/s]" ] }, { @@ -4039,18 +3801,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 25.8ms\n", - "Speed: 3.1ms preprocess, 25.8ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 3 animals, 22.5ms\n", + "Speed: 3.1ms preprocess, 22.5ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 3 animals, 26.0ms\n", - "Speed: 2.8ms preprocess, 26.0ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 3 animals, 22.5ms\n", + "Speed: 2.8ms preprocess, 22.5ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 41%|████ | 349/852 [00:24<00:37, 13.55it/s]" + "\r 32%|███▏ | 272/852 [00:29<00:33, 17.12it/s]" ] }, { @@ -4058,18 +3820,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 29.8ms\n", - "Speed: 3.0ms preprocess, 29.8ms inference, 2.0ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 3 animals, 22.4ms\n", + "Speed: 4.4ms preprocess, 22.4ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 3 animals, 30.3ms\n", - "Speed: 2.9ms preprocess, 30.3ms inference, 2.3ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 3 animals, 22.4ms\n", + "Speed: 3.8ms preprocess, 22.4ms inference, 1.4ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 41%|████ | 351/852 [00:24<00:37, 13.54it/s]" + "\r 32%|███▏ | 274/852 [00:29<00:33, 17.09it/s]" ] }, { @@ -4077,18 +3839,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 31.8ms\n", - "Speed: 3.3ms preprocess, 31.8ms inference, 2.0ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 3 animals, 22.4ms\n", + "Speed: 4.2ms preprocess, 22.4ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 3 animals, 25.9ms\n", - "Speed: 6.8ms preprocess, 25.9ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 3 animals, 22.4ms\n", + "Speed: 3.3ms preprocess, 22.4ms inference, 1.4ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 41%|████▏ | 353/852 [00:24<00:36, 13.68it/s]" + "\r 32%|███▏ | 276/852 [00:29<00:33, 17.02it/s]" ] }, { @@ -4096,18 +3858,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 27.2ms\n", - "Speed: 3.0ms preprocess, 27.2ms inference, 2.5ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 3 animals, 25.7ms\n", + "Speed: 3.1ms preprocess, 25.7ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 3 animals, 29.1ms\n", - "Speed: 2.8ms preprocess, 29.1ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 3 animals, 25.3ms\n", + "Speed: 2.9ms preprocess, 25.3ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 42%|████▏ | 355/852 [00:24<00:35, 13.91it/s]" + "\r 33%|███▎ | 278/852 [00:29<00:35, 16.26it/s]" ] }, { @@ -4115,18 +3877,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 28.1ms\n", - "Speed: 3.1ms preprocess, 28.1ms inference, 2.0ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 3 animals, 22.8ms\n", + "Speed: 3.7ms preprocess, 22.8ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 3 animals, 30.1ms\n", - "Speed: 3.0ms preprocess, 30.1ms inference, 4.5ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 3 animals, 22.8ms\n", + "Speed: 5.0ms preprocess, 22.8ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 42%|████▏ | 357/852 [00:24<00:36, 13.53it/s]" + "\r 33%|███▎ | 280/852 [00:29<00:35, 16.23it/s]" ] }, { @@ -4134,18 +3896,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 26.4ms\n", - "Speed: 2.8ms preprocess, 26.4ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 3 animals, 23.3ms\n", + "Speed: 3.7ms preprocess, 23.3ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 3 animals, 28.2ms\n", - "Speed: 2.9ms preprocess, 28.2ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 3 animals, 22.8ms\n", + "Speed: 3.5ms preprocess, 22.8ms inference, 1.4ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 42%|████▏ | 359/852 [00:24<00:35, 13.69it/s]" + "\r 33%|███▎ | 282/852 [00:29<00:34, 16.53it/s]" ] }, { @@ -4153,18 +3915,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 30.6ms\n", - "Speed: 2.8ms preprocess, 30.6ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 3 animals, 22.7ms\n", + "Speed: 3.6ms preprocess, 22.7ms inference, 1.5ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 3 animals, 26.8ms\n", - "Speed: 3.4ms preprocess, 26.8ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 3 animals, 22.7ms\n", + "Speed: 3.7ms preprocess, 22.7ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 42%|████▏ | 361/852 [00:25<00:37, 13.25it/s]" + "\r 33%|███▎ | 284/852 [00:29<00:34, 16.69it/s]" ] }, { @@ -4172,18 +3934,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 26.8ms\n", - "Speed: 3.1ms preprocess, 26.8ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 3 animals, 22.7ms\n", + "Speed: 2.9ms preprocess, 22.7ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 3 animals, 26.8ms\n", - "Speed: 3.0ms preprocess, 26.8ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 3 animals, 21.4ms\n", + "Speed: 4.5ms preprocess, 21.4ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 43%|████▎ | 363/852 [00:25<00:35, 13.66it/s]" + "\r 34%|███▎ | 286/852 [00:29<00:33, 17.04it/s]" ] }, { @@ -4191,18 +3953,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 28.5ms\n", - "Speed: 3.1ms preprocess, 28.5ms inference, 2.3ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 3 animals, 22.1ms\n", + "Speed: 3.6ms preprocess, 22.1ms inference, 1.4ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 2 animals, 28.6ms\n", - "Speed: 3.4ms preprocess, 28.6ms inference, 2.0ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 3 animals, 20.9ms\n", + "Speed: 3.2ms preprocess, 20.9ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 43%|████▎ | 365/852 [00:25<00:35, 13.77it/s]" + "\r 34%|███▍ | 288/852 [00:29<00:32, 17.26it/s]" ] }, { @@ -4210,18 +3972,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 43.7ms\n", - "Speed: 2.9ms preprocess, 43.7ms inference, 3.9ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 3 animals, 20.6ms\n", + "Speed: 3.9ms preprocess, 20.6ms inference, 1.4ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 2 animals, 30.8ms\n", - "Speed: 2.8ms preprocess, 30.8ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 3 animals, 20.4ms\n", + "Speed: 3.5ms preprocess, 20.4ms inference, 1.4ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 43%|████▎ | 367/852 [00:25<00:38, 12.72it/s]" + "\r 34%|███▍ | 290/852 [00:30<00:32, 17.46it/s]" ] }, { @@ -4229,18 +3991,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 26.3ms\n", - "Speed: 2.9ms preprocess, 26.3ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 3 animals, 20.5ms\n", + "Speed: 3.3ms preprocess, 20.5ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 2 animals, 31.2ms\n", - "Speed: 3.0ms preprocess, 31.2ms inference, 1.5ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 3 animals, 21.1ms\n", + "Speed: 2.7ms preprocess, 21.1ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 43%|████▎ | 369/852 [00:25<00:38, 12.65it/s]" + "\r 34%|███▍ | 292/852 [00:30<00:31, 17.82it/s]" ] }, { @@ -4248,18 +4010,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 26.3ms\n", - "Speed: 4.0ms preprocess, 26.3ms inference, 1.9ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 3 animals, 23.6ms\n", + "Speed: 3.1ms preprocess, 23.6ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 2 animals, 31.1ms\n", - "Speed: 3.4ms preprocess, 31.1ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 3 animals, 21.9ms\n", + "Speed: 2.9ms preprocess, 21.9ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 44%|████▎ | 371/852 [00:25<00:37, 12.84it/s]" + "\r 35%|███▍ | 294/852 [00:30<00:32, 16.98it/s]" ] }, { @@ -4267,18 +4029,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 26.4ms\n", - "Speed: 2.9ms preprocess, 26.4ms inference, 1.9ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 3 animals, 21.7ms\n", + "Speed: 4.4ms preprocess, 21.7ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 2 animals, 39.2ms\n", - "Speed: 3.1ms preprocess, 39.2ms inference, 1.9ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 3 animals, 28.1ms\n", + "Speed: 2.7ms preprocess, 28.1ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 44%|████▍ | 373/852 [00:25<00:37, 12.67it/s]" + "\r 35%|███▍ | 296/852 [00:30<00:33, 16.74it/s]" ] }, { @@ -4286,18 +4048,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 27.5ms\n", - "Speed: 2.9ms preprocess, 27.5ms inference, 1.9ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 3 animals, 22.4ms\n", + "Speed: 3.1ms preprocess, 22.4ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 2 animals, 27.6ms\n", - "Speed: 4.3ms preprocess, 27.6ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 3 animals, 20.5ms\n", + "Speed: 3.4ms preprocess, 20.5ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 44%|████▍ | 375/852 [00:26<00:37, 12.84it/s]" + "\r 35%|███▍ | 298/852 [00:30<00:34, 16.16it/s]" ] }, { @@ -4305,18 +4067,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 29.2ms\n", - "Speed: 3.1ms preprocess, 29.2ms inference, 2.9ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 3 animals, 20.5ms\n", + "Speed: 3.0ms preprocess, 20.5ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 3 animals, 38.1ms\n", - "Speed: 3.5ms preprocess, 38.1ms inference, 2.8ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 3 animals, 21.8ms\n", + "Speed: 2.8ms preprocess, 21.8ms inference, 1.4ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 44%|████▍ | 377/852 [00:26<00:37, 12.50it/s]" + "\r 35%|███▌ | 300/852 [00:30<00:32, 16.88it/s]" ] }, { @@ -4324,18 +4086,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 41.7ms\n", - "Speed: 3.7ms preprocess, 41.7ms inference, 2.1ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 3 animals, 20.5ms\n", + "Speed: 2.8ms preprocess, 20.5ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 2 animals, 26.4ms\n", - "Speed: 3.1ms preprocess, 26.4ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 3 animals, 20.4ms\n", + "Speed: 4.7ms preprocess, 20.4ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 44%|████▍ | 379/852 [00:26<00:39, 12.02it/s]" + "\r 35%|███▌ | 302/852 [00:30<00:32, 17.06it/s]" ] }, { @@ -4343,18 +4105,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 26.4ms\n", - "Speed: 5.2ms preprocess, 26.4ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 3 animals, 20.4ms\n", + "Speed: 4.2ms preprocess, 20.4ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 2 animals, 26.4ms\n", - "Speed: 2.8ms preprocess, 26.4ms inference, 1.5ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 3 animals, 20.9ms\n", + "Speed: 3.3ms preprocess, 20.9ms inference, 1.5ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 45%|████▍ | 381/852 [00:26<00:36, 12.74it/s]" + "\r 36%|███▌ | 304/852 [00:30<00:31, 17.46it/s]" ] }, { @@ -4362,18 +4124,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 26.3ms\n", - "Speed: 4.4ms preprocess, 26.3ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 3 animals, 19.7ms\n", + "Speed: 3.7ms preprocess, 19.7ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 4 animals, 26.3ms\n", - "Speed: 2.9ms preprocess, 26.3ms inference, 1.4ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 3 animals, 19.8ms\n", + "Speed: 3.0ms preprocess, 19.8ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 45%|████▍ | 383/852 [00:26<00:34, 13.63it/s]" + "\r 36%|███▌ | 306/852 [00:31<00:30, 17.98it/s]" ] }, { @@ -4381,18 +4143,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 4 animals, 26.6ms\n", - "Speed: 3.3ms preprocess, 26.6ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 3 animals, 19.7ms\n", + "Speed: 2.8ms preprocess, 19.7ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 3 animals, 23.7ms\n", - "Speed: 3.5ms preprocess, 23.7ms inference, 1.9ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 3 animals, 20.4ms\n", + "Speed: 3.5ms preprocess, 20.4ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 45%|████▌ | 385/852 [00:26<00:32, 14.16it/s]" + "\r 36%|███▌ | 308/852 [00:31<00:30, 17.96it/s]" ] }, { @@ -4400,18 +4162,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 1 animal, 23.6ms\n", - "Speed: 2.9ms preprocess, 23.6ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 3 animals, 20.0ms\n", + "Speed: 2.8ms preprocess, 20.0ms inference, 1.2ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 1 animal, 23.6ms\n", - "Speed: 2.7ms preprocess, 23.6ms inference, 1.4ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 3 animals, 19.8ms\n", + "Speed: 2.8ms preprocess, 19.8ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 45%|████▌ | 387/852 [00:26<00:30, 15.14it/s]" + "\r 36%|███▋ | 310/852 [00:31<00:29, 18.32it/s]" ] }, { @@ -4419,18 +4181,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 1 animal, 23.7ms\n", - "Speed: 3.4ms preprocess, 23.7ms inference, 1.2ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 3 animals, 26.7ms\n", + "Speed: 2.8ms preprocess, 26.7ms inference, 3.0ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 1 animal, 23.7ms\n", - "Speed: 2.7ms preprocess, 23.7ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 3 animals, 21.4ms\n", + "Speed: 4.3ms preprocess, 21.4ms inference, 1.5ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 46%|████▌ | 389/852 [00:27<00:29, 15.88it/s]" + "\r 37%|███▋ | 312/852 [00:31<00:31, 17.14it/s]" ] }, { @@ -4438,18 +4200,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 1 animal, 23.6ms\n", - "Speed: 2.5ms preprocess, 23.6ms inference, 1.2ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 3 animals, 22.5ms\n", + "Speed: 4.2ms preprocess, 22.5ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 2 animals, 23.7ms\n", - "Speed: 3.1ms preprocess, 23.7ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 3 animals, 22.3ms\n", + "Speed: 2.9ms preprocess, 22.3ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 46%|████▌ | 391/852 [00:27<00:29, 15.65it/s]" + "\r 37%|███▋ | 314/852 [00:31<00:32, 16.58it/s]" ] }, { @@ -4457,18 +4219,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 1 animal, 23.7ms\n", - "Speed: 5.7ms preprocess, 23.7ms inference, 1.5ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 3 animals, 20.8ms\n", + "Speed: 3.0ms preprocess, 20.8ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 1 animal, 26.8ms\n", - "Speed: 4.4ms preprocess, 26.8ms inference, 2.0ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 3 animals, 20.1ms\n", + "Speed: 2.8ms preprocess, 20.1ms inference, 1.4ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 46%|████▌ | 393/852 [00:27<00:29, 15.57it/s]" + "\r 37%|███▋ | 316/852 [00:31<00:31, 17.13it/s]" ] }, { @@ -4476,18 +4238,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 22.9ms\n", - "Speed: 2.9ms preprocess, 22.9ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 3 animals, 20.8ms\n", + "Speed: 3.5ms preprocess, 20.8ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 1 animal, 25.4ms\n", - "Speed: 3.1ms preprocess, 25.4ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 3 animals, 19.8ms\n", + "Speed: 3.3ms preprocess, 19.8ms inference, 1.4ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 46%|████▋ | 395/852 [00:27<00:29, 15.71it/s]" + "\r 37%|███▋ | 318/852 [00:31<00:30, 17.46it/s]" ] }, { @@ -4495,18 +4257,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 25.6ms\n", - "Speed: 3.1ms preprocess, 25.6ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 3 animals, 19.9ms\n", + "Speed: 3.0ms preprocess, 19.9ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 1 animal, 21.7ms\n", - "Speed: 3.6ms preprocess, 21.7ms inference, 1.2ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 3 animals, 20.0ms\n", + "Speed: 3.7ms preprocess, 20.0ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 47%|████▋ | 397/852 [00:27<00:28, 15.74it/s]" + "\r 38%|███▊ | 320/852 [00:31<00:29, 17.86it/s]" ] }, { @@ -4514,18 +4276,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 22.0ms\n", - "Speed: 3.3ms preprocess, 22.0ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 3 animals, 20.9ms\n", + "Speed: 3.4ms preprocess, 20.9ms inference, 1.4ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 2 animals, 21.9ms\n", - "Speed: 3.5ms preprocess, 21.9ms inference, 1.2ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 3 animals, 19.7ms\n", + "Speed: 2.1ms preprocess, 19.7ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 47%|████▋ | 399/852 [00:27<00:27, 16.43it/s]" + "\r 38%|███▊ | 322/852 [00:31<00:29, 17.96it/s]" ] }, { @@ -4533,18 +4295,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 21.8ms\n", - "Speed: 4.0ms preprocess, 21.8ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 3 animals, 21.1ms\n", + "Speed: 2.9ms preprocess, 21.1ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 2 animals, 21.8ms\n", - "Speed: 3.3ms preprocess, 21.8ms inference, 1.5ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 3 animals, 19.7ms\n", + "Speed: 2.7ms preprocess, 19.7ms inference, 1.2ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 47%|████▋ | 401/852 [00:27<00:27, 16.61it/s]" + "\r 38%|███▊ | 324/852 [00:32<00:29, 18.17it/s]" ] }, { @@ -4552,18 +4314,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 21.8ms\n", - "Speed: 4.0ms preprocess, 21.8ms inference, 2.0ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 3 animals, 19.7ms\n", + "Speed: 2.8ms preprocess, 19.7ms inference, 1.2ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 1 animal, 23.9ms\n", - "Speed: 3.0ms preprocess, 23.9ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 3 animals, 19.9ms\n", + "Speed: 3.4ms preprocess, 19.9ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 47%|████▋ | 403/852 [00:27<00:26, 16.76it/s]" + "\r 38%|███▊ | 326/852 [00:32<00:28, 18.22it/s]" ] }, { @@ -4571,18 +4333,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 21.7ms\n", - "Speed: 3.0ms preprocess, 21.7ms inference, 1.4ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 3 animals, 19.7ms\n", + "Speed: 2.6ms preprocess, 19.7ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 3 animals, 20.5ms\n", - "Speed: 2.8ms preprocess, 20.5ms inference, 1.2ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 3 animals, 19.7ms\n", + "Speed: 2.8ms preprocess, 19.7ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 48%|████▊ | 405/852 [00:28<00:25, 17.32it/s]" + "\r 38%|███▊ | 328/852 [00:32<00:29, 17.98it/s]" ] }, { @@ -4590,18 +4352,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 21.7ms\n", - "Speed: 3.2ms preprocess, 21.7ms inference, 1.2ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 3 animals, 34.9ms\n", + "Speed: 3.0ms preprocess, 34.9ms inference, 2.2ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 2 animals, 21.5ms\n", - "Speed: 3.6ms preprocess, 21.5ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 3 animals, 26.3ms\n", + "Speed: 3.1ms preprocess, 26.3ms inference, 1.9ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 48%|████▊ | 407/852 [00:28<00:25, 17.21it/s]" + "\r 39%|███▊ | 330/852 [00:32<00:32, 16.17it/s]" ] }, { @@ -4609,18 +4371,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 23.4ms\n", - "Speed: 2.8ms preprocess, 23.4ms inference, 1.9ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 3 animals, 22.0ms\n", + "Speed: 4.8ms preprocess, 22.0ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 2 animals, 23.2ms\n", - "Speed: 3.1ms preprocess, 23.2ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 3 animals, 25.8ms\n", + "Speed: 2.9ms preprocess, 25.8ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 48%|████▊ | 409/852 [00:28<00:26, 16.83it/s]" + "\r 39%|███▉ | 332/852 [00:32<00:32, 15.84it/s]" ] }, { @@ -4628,18 +4390,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 24.2ms\n", - "Speed: 5.6ms preprocess, 24.2ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 3 animals, 19.7ms\n", + "Speed: 2.8ms preprocess, 19.7ms inference, 1.4ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 3 animals, 23.6ms\n", - "Speed: 3.5ms preprocess, 23.6ms inference, 2.0ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 3 animals, 20.3ms\n", + "Speed: 3.2ms preprocess, 20.3ms inference, 1.9ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 48%|████▊ | 411/852 [00:28<00:27, 15.95it/s]" + "\r 39%|███▉ | 334/852 [00:32<00:31, 16.30it/s]" ] }, { @@ -4647,18 +4409,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 22.9ms\n", - "Speed: 3.0ms preprocess, 22.9ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 3 animals, 19.8ms\n", + "Speed: 2.8ms preprocess, 19.8ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 2 animals, 21.6ms\n", - "Speed: 3.2ms preprocess, 21.6ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 3 animals, 19.8ms\n", + "Speed: 3.0ms preprocess, 19.8ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 48%|████▊ | 413/852 [00:28<00:27, 16.04it/s]" + "\r 39%|███▉ | 336/852 [00:32<00:30, 17.12it/s]" ] }, { @@ -4666,18 +4428,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 23.1ms\n", - "Speed: 2.8ms preprocess, 23.1ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 3 animals, 19.9ms\n", + "Speed: 2.9ms preprocess, 19.9ms inference, 1.2ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 2 animals, 20.0ms\n", - "Speed: 5.2ms preprocess, 20.0ms inference, 1.2ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 3 animals, 20.4ms\n", + "Speed: 3.1ms preprocess, 20.4ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 49%|████▊ | 415/852 [00:28<00:27, 16.15it/s]" + "\r 40%|███▉ | 338/852 [00:32<00:29, 17.36it/s]" ] }, { @@ -4685,18 +4447,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 26.4ms\n", - "Speed: 2.7ms preprocess, 26.4ms inference, 3.4ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 3 animals, 20.5ms\n", + "Speed: 3.0ms preprocess, 20.5ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 2 animals, 20.0ms\n", - "Speed: 3.1ms preprocess, 20.0ms inference, 1.2ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 3 animals, 19.5ms\n", + "Speed: 4.0ms preprocess, 19.5ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 49%|████▉ | 417/852 [00:28<00:26, 16.21it/s]" + "\r 40%|███▉ | 340/852 [00:33<00:29, 17.41it/s]" ] }, { @@ -4704,18 +4466,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 19.9ms\n", - "Speed: 2.7ms preprocess, 19.9ms inference, 1.2ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 3 animals, 20.7ms\n", + "Speed: 3.1ms preprocess, 20.7ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 2 animals, 24.2ms\n", - "Speed: 3.1ms preprocess, 24.2ms inference, 2.0ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 3 animals, 20.8ms\n", + "Speed: 2.8ms preprocess, 20.8ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 49%|████▉ | 419/852 [00:28<00:26, 16.58it/s]" + "\r 40%|████ | 342/852 [00:33<00:29, 17.58it/s]" ] }, { @@ -4723,18 +4485,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 20.1ms\n", - "Speed: 3.0ms preprocess, 20.1ms inference, 1.2ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 3 animals, 20.0ms\n", + "Speed: 3.9ms preprocess, 20.0ms inference, 1.2ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 2 animals, 22.9ms\n", - "Speed: 3.7ms preprocess, 22.9ms inference, 1.2ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 3 animals, 20.0ms\n", + "Speed: 3.6ms preprocess, 20.0ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 49%|████▉ | 421/852 [00:29<00:25, 16.61it/s]" + "\r 40%|████ | 344/852 [00:33<00:28, 17.63it/s]" ] }, { @@ -4742,18 +4504,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 19.9ms\n", - "Speed: 4.3ms preprocess, 19.9ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 3 animals, 20.0ms\n", + "Speed: 3.6ms preprocess, 20.0ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 2 animals, 20.0ms\n", - "Speed: 2.9ms preprocess, 20.0ms inference, 1.2ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 3 animals, 21.7ms\n", + "Speed: 2.9ms preprocess, 21.7ms inference, 2.0ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 50%|████▉ | 423/852 [00:29<00:24, 17.25it/s]" + "\r 41%|████ | 346/852 [00:33<00:28, 17.52it/s]" ] }, { @@ -4761,18 +4523,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 20.0ms\n", - "Speed: 2.7ms preprocess, 20.0ms inference, 2.2ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 3 animals, 27.0ms\n", + "Speed: 4.2ms preprocess, 27.0ms inference, 2.0ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 2 animals, 22.4ms\n", - "Speed: 3.5ms preprocess, 22.4ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 3 animals, 22.1ms\n", + "Speed: 3.1ms preprocess, 22.1ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 50%|████▉ | 425/852 [00:29<00:24, 17.19it/s]" + "\r 41%|████ | 348/852 [00:33<00:30, 16.50it/s]" ] }, { @@ -4780,18 +4542,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 23.1ms\n", - "Speed: 3.0ms preprocess, 23.1ms inference, 1.5ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 3 animals, 24.6ms\n", + "Speed: 3.1ms preprocess, 24.6ms inference, 2.0ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 3 animals, 21.9ms\n", - "Speed: 5.0ms preprocess, 21.9ms inference, 1.4ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 3 animals, 20.3ms\n", + "Speed: 3.1ms preprocess, 20.3ms inference, 1.5ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 50%|█████ | 427/852 [00:29<00:25, 16.75it/s]" + "\r 41%|████ | 350/852 [00:33<00:31, 16.12it/s]" ] }, { @@ -4799,18 +4561,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 4 animals, 22.5ms\n", - "Speed: 2.9ms preprocess, 22.5ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 3 animals, 22.5ms\n", + "Speed: 4.1ms preprocess, 22.5ms inference, 1.4ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 3 animals, 22.6ms\n", - "Speed: 4.1ms preprocess, 22.6ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 3 animals, 21.4ms\n", + "Speed: 3.6ms preprocess, 21.4ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 50%|█████ | 429/852 [00:29<00:25, 16.65it/s]" + "\r 41%|████▏ | 352/852 [00:33<00:30, 16.36it/s]" ] }, { @@ -4818,18 +4580,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 4 animals, 26.8ms\n", - "Speed: 4.4ms preprocess, 26.8ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 3 animals, 20.7ms\n", + "Speed: 3.5ms preprocess, 20.7ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 4 animals, 21.1ms\n", - "Speed: 2.8ms preprocess, 21.1ms inference, 1.5ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 3 animals, 21.6ms\n", + "Speed: 2.9ms preprocess, 21.6ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 51%|█████ | 431/852 [00:29<00:26, 16.18it/s]" + "\r 42%|████▏ | 354/852 [00:33<00:29, 16.85it/s]" ] }, { @@ -4837,18 +4599,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 4 animals, 20.0ms\n", - "Speed: 2.7ms preprocess, 20.0ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 3 animals, 20.3ms\n", + "Speed: 3.7ms preprocess, 20.3ms inference, 1.2ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 4 animals, 20.3ms\n", - "Speed: 3.3ms preprocess, 20.3ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 3 animals, 20.5ms\n", + "Speed: 3.4ms preprocess, 20.5ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 51%|█████ | 433/852 [00:29<00:25, 16.60it/s]" + "\r 42%|████▏ | 356/852 [00:33<00:28, 17.21it/s]" ] }, { @@ -4856,18 +4618,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 4 animals, 19.9ms\n", - "Speed: 2.9ms preprocess, 19.9ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 3 animals, 19.7ms\n", + "Speed: 3.7ms preprocess, 19.7ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 3 animals, 20.6ms\n", - "Speed: 3.7ms preprocess, 20.6ms inference, 1.2ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 3 animals, 19.8ms\n", + "Speed: 3.0ms preprocess, 19.8ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 51%|█████ | 435/852 [00:29<00:24, 16.94it/s]" + "\r 42%|████▏ | 358/852 [00:34<00:28, 17.38it/s]" ] }, { @@ -4875,18 +4637,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 21.5ms\n", - "Speed: 3.0ms preprocess, 21.5ms inference, 1.2ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 3 animals, 19.7ms\n", + "Speed: 3.6ms preprocess, 19.7ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 3 animals, 19.9ms\n", - "Speed: 3.0ms preprocess, 19.9ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 3 animals, 20.9ms\n", + "Speed: 3.7ms preprocess, 20.9ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 51%|█████▏ | 437/852 [00:30<00:24, 16.78it/s]" + "\r 42%|████▏ | 360/852 [00:34<00:27, 17.88it/s]" ] }, { @@ -4894,18 +4656,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 19.7ms\n", - "Speed: 3.1ms preprocess, 19.7ms inference, 1.4ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 3 animals, 19.8ms\n", + "Speed: 3.3ms preprocess, 19.8ms inference, 2.0ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 3 animals, 19.7ms\n", - "Speed: 2.9ms preprocess, 19.7ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 3 animals, 31.6ms\n", + "Speed: 2.8ms preprocess, 31.6ms inference, 2.3ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 52%|█████▏ | 439/852 [00:30<00:24, 17.07it/s]" + "\r 42%|████▏ | 362/852 [00:34<00:29, 16.41it/s]" ] }, { @@ -4913,18 +4675,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 19.9ms\n", - "Speed: 2.9ms preprocess, 19.9ms inference, 1.2ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 3 animals, 23.6ms\n", + "Speed: 2.9ms preprocess, 23.6ms inference, 2.0ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 3 animals, 20.4ms\n", - "Speed: 3.5ms preprocess, 20.4ms inference, 1.5ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 3 animals, 20.1ms\n", + "Speed: 3.5ms preprocess, 20.1ms inference, 4.3ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 52%|█████▏ | 441/852 [00:30<00:23, 17.24it/s]" + "\r 43%|████▎ | 364/852 [00:34<00:29, 16.30it/s]" ] }, { @@ -4932,18 +4694,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 23.8ms\n", - "Speed: 5.8ms preprocess, 23.8ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 2 animals, 19.8ms\n", + "Speed: 3.0ms preprocess, 19.8ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 3 animals, 23.0ms\n", - "Speed: 3.1ms preprocess, 23.0ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 23.4ms\n", + "Speed: 4.0ms preprocess, 23.4ms inference, 2.3ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 52%|█████▏ | 443/852 [00:30<00:24, 16.73it/s]" + "\r 43%|████▎ | 366/852 [00:34<00:29, 16.39it/s]" ] }, { @@ -4951,18 +4713,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 22.2ms\n", - "Speed: 2.8ms preprocess, 22.2ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 2 animals, 24.4ms\n", + "Speed: 3.8ms preprocess, 24.4ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 3 animals, 29.2ms\n", - "Speed: 3.9ms preprocess, 29.2ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 24.5ms\n", + "Speed: 3.2ms preprocess, 24.5ms inference, 1.9ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 52%|█████▏ | 445/852 [00:30<00:25, 16.02it/s]" + "\r 43%|████▎ | 368/852 [00:34<00:30, 15.83it/s]" ] }, { @@ -4970,18 +4732,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 23.8ms\n", - "Speed: 2.9ms preprocess, 23.8ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 2 animals, 22.1ms\n", + "Speed: 3.9ms preprocess, 22.1ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 3 animals, 19.8ms\n", - "Speed: 4.1ms preprocess, 19.8ms inference, 1.2ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 20.3ms\n", + "Speed: 2.9ms preprocess, 20.3ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 52%|█████▏ | 447/852 [00:30<00:25, 16.16it/s]" + "\r 43%|████▎ | 370/852 [00:34<00:29, 16.16it/s]" ] }, { @@ -4989,18 +4751,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 19.9ms\n", - "Speed: 2.7ms preprocess, 19.9ms inference, 1.2ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 2 animals, 19.7ms\n", + "Speed: 4.1ms preprocess, 19.7ms inference, 1.4ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 3 animals, 19.7ms\n", - "Speed: 3.4ms preprocess, 19.7ms inference, 1.2ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 19.7ms\n", + "Speed: 3.3ms preprocess, 19.7ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 53%|█████▎ | 449/852 [00:30<00:24, 16.52it/s]" + "\r 44%|████▎ | 372/852 [00:34<00:28, 16.77it/s]" ] }, { @@ -5008,18 +4770,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 19.8ms\n", - "Speed: 3.3ms preprocess, 19.8ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 2 animals, 20.6ms\n", + "Speed: 3.7ms preprocess, 20.6ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 3 animals, 22.7ms\n", - "Speed: 2.8ms preprocess, 22.7ms inference, 1.2ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 19.7ms\n", + "Speed: 2.2ms preprocess, 19.7ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 53%|█████▎ | 451/852 [00:30<00:24, 16.36it/s]" + "\r 44%|████▍ | 374/852 [00:35<00:28, 16.72it/s]" ] }, { @@ -5027,37 +4789,37 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 19.9ms\n", - "Speed: 3.7ms preprocess, 19.9ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 2 animals, 19.7ms\n", + "Speed: 3.7ms preprocess, 19.7ms inference, 2.1ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 3 animals, 19.8ms\n", - "Speed: 3.2ms preprocess, 19.8ms inference, 1.2ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 19.7ms\n", + "Speed: 3.5ms preprocess, 19.7ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 53%|█████▎ | 453/852 [00:30<00:23, 16.68it/s]" + "\r 44%|████▍ | 376/852 [00:35<00:27, 17.10it/s]" ] }, { "output_type": "stream", "name": "stdout", "text": [ - "\n", - "0: 384x640 3 animals, 23.8ms\n", - "Speed: 2.9ms preprocess, 23.8ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", "0: 384x640 3 animals, 19.7ms\n", - "Speed: 3.8ms preprocess, 19.7ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n" + "Speed: 3.6ms preprocess, 19.7ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n", + "\n", + "0: 384x640 2 animals, 20.0ms\n", + "Speed: 3.1ms preprocess, 20.0ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 53%|█████▎ | 455/852 [00:31<00:24, 16.53it/s]" + "\r 44%|████▍ | 378/852 [00:35<00:27, 17.14it/s]" ] }, { @@ -5065,18 +4827,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 19.7ms\n", - "Speed: 2.8ms preprocess, 19.7ms inference, 1.2ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 2 animals, 22.8ms\n", + "Speed: 3.9ms preprocess, 22.8ms inference, 1.9ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 3 animals, 19.7ms\n", - "Speed: 2.7ms preprocess, 19.7ms inference, 1.2ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 3 animals, 23.0ms\n", + "Speed: 3.4ms preprocess, 23.0ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 54%|█████▎ | 457/852 [00:31<00:23, 16.80it/s]" + "\r 45%|████▍ | 380/852 [00:35<00:28, 16.54it/s]" ] }, { @@ -5084,18 +4846,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 24.8ms\n", - "Speed: 2.9ms preprocess, 24.8ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 2 animals, 20.6ms\n", + "Speed: 4.8ms preprocess, 20.6ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 3 animals, 23.2ms\n", - "Speed: 3.2ms preprocess, 23.2ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 22.6ms\n", + "Speed: 2.8ms preprocess, 22.6ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 54%|█████▍ | 459/852 [00:31<00:23, 16.54it/s]" + "\r 45%|████▍ | 382/852 [00:35<00:28, 16.42it/s]" ] }, { @@ -5103,18 +4865,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 22.8ms\n", - "Speed: 5.6ms preprocess, 22.8ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 4 animals, 20.2ms\n", + "Speed: 3.0ms preprocess, 20.2ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 3 animals, 21.5ms\n", - "Speed: 5.9ms preprocess, 21.5ms inference, 2.0ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 4 animals, 20.4ms\n", + "Speed: 3.0ms preprocess, 20.4ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 54%|█████▍ | 461/852 [00:31<00:24, 15.98it/s]" + "\r 45%|████▌ | 384/852 [00:35<00:28, 16.31it/s]" ] }, { @@ -5122,18 +4884,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 22.8ms\n", - "Speed: 3.5ms preprocess, 22.8ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 3 animals, 20.8ms\n", + "Speed: 3.7ms preprocess, 20.8ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 3 animals, 23.9ms\n", - "Speed: 3.2ms preprocess, 23.9ms inference, 1.5ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 1 animal, 20.9ms\n", + "Speed: 3.5ms preprocess, 20.9ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 54%|█████▍ | 463/852 [00:31<00:24, 15.97it/s]" + "\r 45%|████▌ | 386/852 [00:35<00:28, 16.48it/s]" ] }, { @@ -5141,18 +4903,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 23.5ms\n", - "Speed: 3.0ms preprocess, 23.5ms inference, 1.2ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 1 animal, 20.5ms\n", + "Speed: 3.1ms preprocess, 20.5ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 3 animals, 21.5ms\n", - "Speed: 3.2ms preprocess, 21.5ms inference, 1.2ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 1 animal, 21.9ms\n", + "Speed: 3.0ms preprocess, 21.9ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 55%|█████▍ | 465/852 [00:31<00:23, 16.31it/s]" + "\r 46%|████▌ | 388/852 [00:35<00:27, 17.12it/s]" ] }, { @@ -5160,18 +4922,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 21.7ms\n", - "Speed: 3.1ms preprocess, 21.7ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 1 animal, 21.4ms\n", + "Speed: 3.3ms preprocess, 21.4ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 3 animals, 21.7ms\n", - "Speed: 2.6ms preprocess, 21.7ms inference, 1.2ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 1 animal, 21.2ms\n", + "Speed: 3.2ms preprocess, 21.2ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 55%|█████▍ | 467/852 [00:31<00:23, 16.56it/s]" + "\r 46%|████▌ | 390/852 [00:35<00:26, 17.46it/s]" ] }, { @@ -5179,18 +4941,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 21.0ms\n", - "Speed: 2.9ms preprocess, 21.0ms inference, 1.2ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 2 animals, 20.9ms\n", + "Speed: 2.8ms preprocess, 20.9ms inference, 1.2ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 3 animals, 21.5ms\n", - "Speed: 3.4ms preprocess, 21.5ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 1 animal, 21.1ms\n", + "Speed: 3.4ms preprocess, 21.1ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 55%|█████▌ | 469/852 [00:31<00:22, 16.77it/s]" + "\r 46%|████▌ | 392/852 [00:36<00:25, 17.75it/s]" ] }, { @@ -5198,18 +4960,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 21.7ms\n", - "Speed: 3.6ms preprocess, 21.7ms inference, 1.2ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 1 animal, 20.9ms\n", + "Speed: 3.9ms preprocess, 20.9ms inference, 1.2ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 3 animals, 23.6ms\n", - "Speed: 3.1ms preprocess, 23.6ms inference, 1.2ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 3 animals, 20.2ms\n", + "Speed: 2.9ms preprocess, 20.2ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 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"Speed: 3.0ms preprocess, 22.5ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 1 animal, 23.6ms\n", + "Speed: 3.7ms preprocess, 23.6ms inference, 2.1ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 3 animals, 21.7ms\n", - "Speed: 2.4ms preprocess, 21.7ms inference, 1.5ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 33.4ms\n", + "Speed: 3.0ms preprocess, 33.4ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 56%|█████▌ | 475/852 [00:32<00:23, 16.29it/s]" + "\r 47%|████▋ | 398/852 [00:36<00:27, 16.39it/s]" ] }, { @@ -5255,18 +5017,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 23.8ms\n", - "Speed: 3.3ms preprocess, 23.8ms inference, 2.3ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 2 animals, 34.4ms\n", + "Speed: 2.9ms preprocess, 34.4ms inference, 9.0ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 3 animals, 21.7ms\n", - "Speed: 4.7ms preprocess, 21.7ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 29.5ms\n", + "Speed: 3.0ms preprocess, 29.5ms inference, 2.3ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 56%|█████▌ | 477/852 [00:32<00:23, 16.07it/s]" + "\r 47%|████▋ | 400/852 [00:36<00:30, 14.78it/s]" ] }, { @@ -5274,18 +5036,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 27.6ms\n", - "Speed: 2.5ms preprocess, 27.6ms inference, 1.4ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 2 animals, 31.4ms\n", + "Speed: 3.5ms preprocess, 31.4ms inference, 2.0ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 4 animals, 24.0ms\n", - "Speed: 2.8ms preprocess, 24.0ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 21.6ms\n", + "Speed: 3.2ms preprocess, 21.6ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 56%|█████▌ | 479/852 [00:32<00:23, 15.97it/s]" + "\r 47%|████▋ | 402/852 [00:36<00:32, 13.95it/s]" ] }, { @@ -5293,18 +5055,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 20.4ms\n", - "Speed: 2.8ms preprocess, 20.4ms inference, 1.2ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 1 animal, 25.3ms\n", + "Speed: 3.5ms preprocess, 25.3ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 2 animals, 19.7ms\n", - "Speed: 3.1ms preprocess, 19.7ms inference, 1.4ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 3 animals, 25.2ms\n", + "Speed: 3.0ms preprocess, 25.2ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 56%|█████▋ | 481/852 [00:32<00:22, 16.33it/s]" + "\r 47%|████▋ | 404/852 [00:36<00:31, 14.14it/s]" ] }, { @@ -5312,18 +5074,778 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 19.9ms\n", - "Speed: 3.3ms preprocess, 19.9ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 3 animals, 22.8ms\n", + "Speed: 3.1ms preprocess, 22.8ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n", + "\n", + "0: 384x640 3 animals, 25.0ms\n", + "Speed: 3.2ms preprocess, 25.0ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n" + ] + }, + { + "output_type": "stream", + "name": "stderr", + "text": [ + "\r 48%|████▊ | 406/852 [00:37<00:31, 14.15it/s]" + ] + }, + { + "output_type": "stream", + "name": "stdout", + "text": [ "\n", "0: 384x640 2 animals, 19.8ms\n", - "Speed: 2.8ms preprocess, 19.8ms inference, 1.5ms postprocess per image at shape (1, 3, 384, 640)\n" + "Speed: 3.2ms preprocess, 19.8ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n", + "\n", + "0: 384x640 2 animals, 22.6ms\n", + "Speed: 3.1ms preprocess, 22.6ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n" + ] + }, + { + "output_type": "stream", + "name": "stderr", + "text": [ + "\r 48%|████▊ | 408/852 [00:37<00:30, 14.75it/s]" + ] + }, + { + "output_type": "stream", + "name": "stdout", + "text": [ + "\n", + "0: 384x640 2 animals, 21.4ms\n", + "Speed: 3.4ms preprocess, 21.4ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n", + "\n", + "0: 384x640 2 animals, 33.0ms\n", + "Speed: 4.5ms preprocess, 33.0ms inference, 2.3ms postprocess per image at shape (1, 3, 384, 640)\n" + ] + }, + { + "output_type": "stream", + "name": "stderr", + "text": [ + "\r 48%|████▊ | 410/852 [00:37<00:31, 13.99it/s]" + ] + }, + { + "output_type": "stream", + "name": "stdout", + "text": [ + "\n", + "0: 384x640 3 animals, 27.1ms\n", + "Speed: 4.7ms preprocess, 27.1ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n", + "\n", + "0: 384x640 2 animals, 27.9ms\n", + "Speed: 5.4ms preprocess, 27.9ms inference, 1.9ms postprocess per image at shape (1, 3, 384, 640)\n" + ] + }, + { + "output_type": "stream", + "name": "stderr", + "text": [ + "\r 48%|████▊ | 412/852 [00:37<00:33, 13.12it/s]" + ] + }, + { + "output_type": "stream", + "name": "stdout", + "text": [ + "\n", + "0: 384x640 2 animals, 23.6ms\n", + "Speed: 3.2ms preprocess, 23.6ms inference, 1.9ms postprocess per image at shape (1, 3, 384, 640)\n", + "\n", + "0: 384x640 2 animals, 26.3ms\n", + "Speed: 2.9ms preprocess, 26.3ms inference, 3.3ms postprocess per image at shape (1, 3, 384, 640)\n" + ] + }, + { + "output_type": "stream", + "name": "stderr", + "text": [ + "\r 49%|████▊ | 414/852 [00:37<00:32, 13.43it/s]" + ] + }, + { + "output_type": "stream", + "name": "stdout", + "text": [ + "\n", + "0: 384x640 2 animals, 21.3ms\n", + "Speed: 3.5ms preprocess, 21.3ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n", + "\n", + "0: 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[00:42<00:23, 15.70it/s]" + ] + }, + { + "output_type": "stream", + "name": "stdout", + "text": [ + "\n", + "0: 384x640 2 animals, 25.1ms\n", + "Speed: 3.5ms preprocess, 25.1ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n", + "\n", + "0: 384x640 2 animals, 25.1ms\n", + "Speed: 2.9ms preprocess, 25.1ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 57%|█████▋ | 483/852 [00:32<00:21, 16.86it/s]" + "\r 57%|█████▋ | 486/852 [00:42<00:22, 16.03it/s]" ] }, { @@ -5331,18 +5853,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 19.7ms\n", - "Speed: 2.9ms preprocess, 19.7ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 2 animals, 32.0ms\n", + "Speed: 5.3ms preprocess, 32.0ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 2 animals, 20.5ms\n", - "Speed: 3.6ms preprocess, 20.5ms inference, 2.2ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 22.7ms\n", + "Speed: 3.2ms preprocess, 22.7ms inference, 1.5ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 57%|█████▋ | 485/852 [00:32<00:21, 17.31it/s]" + "\r 57%|█████▋ | 488/852 [00:43<00:22, 15.87it/s]" ] }, { @@ -5350,18 +5872,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 19.8ms\n", - "Speed: 3.2ms preprocess, 19.8ms inference, 1.4ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 2 animals, 22.7ms\n", + "Speed: 3.8ms preprocess, 22.7ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 2 animals, 19.7ms\n", - "Speed: 3.7ms preprocess, 19.7ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 22.7ms\n", + "Speed: 2.8ms preprocess, 22.7ms inference, 1.4ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 57%|█████▋ | 487/852 [00:33<00:20, 17.64it/s]" + "\r 58%|█████▊ | 490/852 [00:43<00:22, 16.33it/s]" ] }, { @@ -5369,18 +5891,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 22.0ms\n", - "Speed: 2.8ms preprocess, 22.0ms inference, 1.9ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 2 animals, 22.7ms\n", + "Speed: 3.1ms preprocess, 22.7ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 2 animals, 20.1ms\n", - "Speed: 2.8ms preprocess, 20.1ms inference, 1.2ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 22.7ms\n", + "Speed: 2.9ms preprocess, 22.7ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 57%|█████▋ | 489/852 [00:33<00:20, 17.69it/s]" + "\r 58%|█████▊ | 492/852 [00:43<00:21, 16.72it/s]" ] }, { @@ -5388,18 +5910,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 20.0ms\n", - "Speed: 2.9ms preprocess, 20.0ms inference, 1.2ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 2 animals, 23.6ms\n", + "Speed: 3.1ms preprocess, 23.6ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 2 animals, 24.4ms\n", - "Speed: 2.7ms preprocess, 24.4ms inference, 2.0ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 24.8ms\n", + "Speed: 3.7ms preprocess, 24.8ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 58%|█████▊ | 491/852 [00:33<00:20, 17.57it/s]" + "\r 58%|█████▊ | 494/852 [00:43<00:22, 16.19it/s]" ] }, { @@ -5407,18 +5929,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 26.4ms\n", - "Speed: 3.5ms preprocess, 26.4ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 2 animals, 23.0ms\n", + "Speed: 3.1ms preprocess, 23.0ms inference, 1.9ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 2 animals, 21.9ms\n", - "Speed: 3.2ms preprocess, 21.9ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 22.0ms\n", + "Speed: 4.6ms preprocess, 22.0ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 58%|█████▊ | 493/852 [00:33<00:21, 16.76it/s]" + "\r 58%|█████▊ | 496/852 [00:43<00:22, 15.81it/s]" ] }, { @@ -5426,18 +5948,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 24.2ms\n", - "Speed: 2.7ms preprocess, 24.2ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 2 animals, 20.8ms\n", + "Speed: 3.2ms preprocess, 20.8ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 2 animals, 23.8ms\n", - "Speed: 5.3ms preprocess, 23.8ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 20.8ms\n", + "Speed: 4.2ms preprocess, 20.8ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 58%|█████▊ | 495/852 [00:33<00:21, 16.47it/s]" + "\r 58%|█████▊ | 498/852 [00:43<00:21, 16.20it/s]" ] }, { @@ -5445,18 +5967,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 27.6ms\n", - "Speed: 3.0ms preprocess, 27.6ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 2 animals, 20.8ms\n", + "Speed: 3.1ms preprocess, 20.8ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 2 animals, 23.4ms\n", - "Speed: 4.6ms preprocess, 23.4ms inference, 1.4ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 21.5ms\n", + "Speed: 3.1ms preprocess, 21.5ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 58%|█████▊ | 497/852 [00:33<00:21, 16.16it/s]" + "\r 59%|█████▊ | 500/852 [00:43<00:21, 16.64it/s]" ] }, { @@ -5464,18 +5986,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 19.7ms\n", - "Speed: 3.0ms preprocess, 19.7ms inference, 1.2ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 2 animals, 20.7ms\n", + "Speed: 3.2ms preprocess, 20.7ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 2 animals, 20.5ms\n", - "Speed: 2.8ms preprocess, 20.5ms inference, 1.2ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 21.3ms\n", + "Speed: 3.3ms preprocess, 21.3ms inference, 2.7ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 59%|█████▊ | 499/852 [00:33<00:21, 16.75it/s]" + "\r 59%|█████▉ | 502/852 [00:43<00:20, 16.83it/s]" ] }, { @@ -5483,18 +6005,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 19.9ms\n", - "Speed: 3.7ms preprocess, 19.9ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 2 animals, 21.5ms\n", + "Speed: 4.9ms preprocess, 21.5ms inference, 1.4ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 2 animals, 21.2ms\n", - "Speed: 2.8ms preprocess, 21.2ms inference, 1.2ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 23.8ms\n", + "Speed: 3.3ms preprocess, 23.8ms inference, 2.1ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 59%|█████▉ | 501/852 [00:33<00:20, 16.99it/s]" + "\r 59%|█████▉ | 504/852 [00:44<00:20, 16.76it/s]" ] }, { @@ -5502,18 +6024,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 19.9ms\n", - "Speed: 2.7ms preprocess, 19.9ms inference, 1.2ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 2 animals, 21.7ms\n", + "Speed: 3.3ms preprocess, 21.7ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 2 animals, 19.7ms\n", - "Speed: 2.8ms preprocess, 19.7ms inference, 1.2ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 22.9ms\n", + "Speed: 3.6ms preprocess, 22.9ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 59%|█████▉ | 503/852 [00:33<00:19, 17.53it/s]" + "\r 59%|█████▉ | 506/852 [00:44<00:20, 16.50it/s]" ] }, { @@ -5521,18 +6043,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 19.7ms\n", - "Speed: 3.1ms preprocess, 19.7ms inference, 2.2ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 2 animals, 21.5ms\n", + "Speed: 3.5ms preprocess, 21.5ms inference, 1.4ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 2 animals, 30.7ms\n", - "Speed: 4.1ms preprocess, 30.7ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 21.5ms\n", + "Speed: 2.8ms preprocess, 21.5ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 59%|█████▉ | 505/852 [00:34<00:21, 16.16it/s]" + "\r 60%|█████▉ | 508/852 [00:44<00:20, 16.85it/s]" ] }, { @@ -5540,18 +6062,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 26.3ms\n", - "Speed: 4.0ms preprocess, 26.3ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 2 animals, 22.7ms\n", + "Speed: 2.9ms preprocess, 22.7ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 2 animals, 29.2ms\n", - "Speed: 3.0ms preprocess, 29.2ms inference, 2.8ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 23.0ms\n", + "Speed: 3.2ms preprocess, 23.0ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 60%|█████▉ | 507/852 [00:34<00:22, 15.11it/s]" + "\r 60%|█████▉ | 510/852 [00:44<00:21, 16.22it/s]" ] }, { @@ -5559,18 +6081,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 29.1ms\n", - "Speed: 5.1ms preprocess, 29.1ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 2 animals, 26.4ms\n", + "Speed: 3.7ms preprocess, 26.4ms inference, 2.2ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 2 animals, 28.2ms\n", - "Speed: 4.3ms preprocess, 28.2ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 37.1ms\n", + "Speed: 6.5ms preprocess, 37.1ms inference, 2.0ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 60%|█████▉ | 509/852 [00:34<00:23, 14.76it/s]" + "\r 60%|██████ | 512/852 [00:44<00:23, 14.59it/s]" ] }, { @@ -5578,18 +6100,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 34.0ms\n", - "Speed: 3.2ms preprocess, 34.0ms inference, 2.1ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 2 animals, 20.8ms\n", + "Speed: 3.6ms preprocess, 20.8ms inference, 2.0ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 2 animals, 30.4ms\n", - "Speed: 2.8ms preprocess, 30.4ms inference, 1.9ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 22.6ms\n", + "Speed: 3.4ms preprocess, 22.6ms inference, 1.4ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 60%|█████▉ | 511/852 [00:34<00:23, 14.32it/s]" + "\r 60%|██████ | 514/852 [00:44<00:22, 15.07it/s]" ] }, { @@ -5597,18 +6119,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 21.8ms\n", - "Speed: 3.0ms preprocess, 21.8ms inference, 1.5ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 2 animals, 22.3ms\n", + "Speed: 3.0ms preprocess, 22.3ms inference, 1.5ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 2 animals, 24.0ms\n", - "Speed: 3.8ms preprocess, 24.0ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 21.2ms\n", + "Speed: 3.9ms preprocess, 21.2ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 60%|██████ | 513/852 [00:34<00:23, 14.28it/s]" + "\r 61%|██████ | 516/852 [00:44<00:21, 15.89it/s]" ] }, { @@ -5616,18 +6138,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 22.1ms\n", - "Speed: 2.9ms preprocess, 22.1ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 2 animals, 20.8ms\n", + "Speed: 3.1ms preprocess, 20.8ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 2 animals, 22.1ms\n", - "Speed: 2.8ms preprocess, 22.1ms inference, 1.9ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 20.8ms\n", + "Speed: 3.3ms preprocess, 20.8ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 60%|██████ | 515/852 [00:34<00:22, 14.76it/s]" + "\r 61%|██████ | 518/852 [00:44<00:20, 16.40it/s]" ] }, { @@ -5635,18 +6157,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 24.8ms\n", - "Speed: 3.4ms preprocess, 24.8ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 2 animals, 20.8ms\n", + "Speed: 3.1ms preprocess, 20.8ms inference, 2.5ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 2 animals, 27.5ms\n", - "Speed: 2.9ms preprocess, 27.5ms inference, 1.5ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 20.8ms\n", + "Speed: 3.2ms preprocess, 20.8ms inference, 1.9ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 61%|██████ | 517/852 [00:34<00:22, 14.75it/s]" + "\r 61%|██████ | 520/852 [00:45<00:20, 16.09it/s]" ] }, { @@ -5654,18 +6176,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 24.2ms\n", - "Speed: 3.6ms preprocess, 24.2ms inference, 1.5ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 2 animals, 21.2ms\n", + "Speed: 3.7ms preprocess, 21.2ms inference, 1.4ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 2 animals, 24.5ms\n", - "Speed: 2.9ms preprocess, 24.5ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 22.0ms\n", + "Speed: 3.0ms preprocess, 22.0ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 61%|██████ | 519/852 [00:35<00:22, 15.02it/s]" + "\r 61%|██████▏ | 522/852 [00:45<00:20, 16.25it/s]" ] }, { @@ -5673,18 +6195,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 22.7ms\n", - "Speed: 3.6ms preprocess, 22.7ms inference, 1.5ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 2 animals, 21.6ms\n", + "Speed: 3.7ms preprocess, 21.6ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 2 animals, 27.3ms\n", - "Speed: 3.0ms preprocess, 27.3ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 21.3ms\n", + "Speed: 4.8ms preprocess, 21.3ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 61%|██████ | 521/852 [00:35<00:22, 14.86it/s]" + "\r 62%|██████▏ | 524/852 [00:45<00:20, 15.93it/s]" ] }, { @@ -5692,18 +6214,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 26.7ms\n", - "Speed: 3.1ms preprocess, 26.7ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 2 animals, 22.8ms\n", + "Speed: 5.4ms preprocess, 22.8ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 2 animals, 33.0ms\n", - "Speed: 3.6ms preprocess, 33.0ms inference, 1.9ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 23.3ms\n", + "Speed: 4.0ms preprocess, 23.3ms inference, 1.5ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 61%|██████▏ | 523/852 [00:35<00:23, 14.13it/s]" + "\r 62%|██████▏ | 526/852 [00:45<00:20, 15.74it/s]" ] }, { @@ -5711,18 +6233,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 42.0ms\n", - "Speed: 4.8ms preprocess, 42.0ms inference, 3.8ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 2 animals, 22.1ms\n", + "Speed: 3.1ms preprocess, 22.1ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 2 animals, 42.2ms\n", - "Speed: 3.1ms preprocess, 42.2ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 26.3ms\n", + "Speed: 3.1ms preprocess, 26.3ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 62%|██████▏ | 525/852 [00:35<00:25, 12.61it/s]" + "\r 62%|██████▏ | 528/852 [00:45<00:20, 15.54it/s]" ] }, { @@ -5730,18 +6252,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 26.8ms\n", - "Speed: 3.9ms preprocess, 26.8ms inference, 1.5ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 2 animals, 22.0ms\n", + "Speed: 2.8ms preprocess, 22.0ms inference, 1.4ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 2 animals, 25.4ms\n", - "Speed: 2.9ms preprocess, 25.4ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 22.0ms\n", + "Speed: 3.7ms preprocess, 22.0ms inference, 1.5ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 62%|██████▏ | 527/852 [00:35<00:24, 13.02it/s]" + "\r 62%|██████▏ | 530/852 [00:45<00:20, 15.64it/s]" ] }, { @@ -5749,18 +6271,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 23.9ms\n", - "Speed: 3.9ms preprocess, 23.9ms inference, 1.5ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 2 animals, 22.4ms\n", + "Speed: 3.6ms preprocess, 22.4ms inference, 1.4ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 2 animals, 23.6ms\n", - "Speed: 4.3ms preprocess, 23.6ms inference, 1.5ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 22.6ms\n", + "Speed: 3.8ms preprocess, 22.6ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 62%|██████▏ | 529/852 [00:35<00:23, 13.53it/s]" + "\r 62%|██████▏ | 532/852 [00:45<00:19, 16.03it/s]" ] }, { @@ -5768,18 +6290,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 24.0ms\n", - "Speed: 4.5ms preprocess, 24.0ms inference, 1.5ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 2 animals, 22.5ms\n", + "Speed: 3.6ms preprocess, 22.5ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 2 animals, 23.9ms\n", - "Speed: 4.2ms preprocess, 23.9ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 22.5ms\n", + "Speed: 4.8ms preprocess, 22.5ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 62%|██████▏ | 531/852 [00:35<00:22, 14.35it/s]" + "\r 63%|██████▎ | 534/852 [00:45<00:19, 16.24it/s]" ] }, { @@ -5787,18 +6309,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 24.0ms\n", - "Speed: 2.9ms preprocess, 24.0ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 2 animals, 22.7ms\n", + "Speed: 5.3ms preprocess, 22.7ms inference, 1.4ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 2 animals, 25.1ms\n", - "Speed: 3.1ms preprocess, 25.1ms inference, 1.5ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 22.5ms\n", + "Speed: 3.7ms preprocess, 22.5ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 63%|██████▎ | 533/852 [00:36<00:21, 14.56it/s]" + "\r 63%|██████▎ | 536/852 [00:46<00:19, 16.29it/s]" ] }, { @@ -5806,18 +6328,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 26.9ms\n", - "Speed: 5.1ms preprocess, 26.9ms inference, 1.9ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 2 animals, 24.6ms\n", + "Speed: 3.2ms preprocess, 24.6ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 2 animals, 38.2ms\n", - "Speed: 5.4ms preprocess, 38.2ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 22.2ms\n", + "Speed: 3.0ms preprocess, 22.2ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 63%|██████▎ | 535/852 [00:36<00:22, 13.82it/s]" + "\r 63%|██████▎ | 538/852 [00:46<00:18, 16.59it/s]" ] }, { @@ -5825,18 +6347,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 37.4ms\n", - "Speed: 3.9ms preprocess, 37.4ms inference, 3.6ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 2 animals, 21.8ms\n", + "Speed: 2.9ms preprocess, 21.8ms inference, 1.4ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 2 animals, 27.4ms\n", - "Speed: 4.9ms preprocess, 27.4ms inference, 2.3ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 22.4ms\n", + "Speed: 4.2ms preprocess, 22.4ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 63%|██████▎ | 537/852 [00:36<00:23, 13.43it/s]" + "\r 63%|██████▎ | 540/852 [00:46<00:19, 16.37it/s]" ] }, { @@ -5844,18 +6366,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 47.3ms\n", - "Speed: 3.0ms preprocess, 47.3ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 2 animals, 26.2ms\n", + "Speed: 3.4ms preprocess, 26.2ms inference, 1.9ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 2 animals, 31.3ms\n", - "Speed: 7.1ms preprocess, 31.3ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 21.7ms\n", + "Speed: 7.1ms preprocess, 21.7ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 63%|██████▎ | 539/852 [00:36<00:26, 12.00it/s]" + "\r 64%|██████▎ | 542/852 [00:46<00:19, 15.58it/s]" ] }, { @@ -5863,18 +6385,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 26.6ms\n", - "Speed: 3.0ms preprocess, 26.6ms inference, 1.5ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 2 animals, 22.9ms\n", + "Speed: 3.6ms preprocess, 22.9ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 2 animals, 25.5ms\n", - "Speed: 4.6ms preprocess, 25.5ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 21.5ms\n", + "Speed: 3.3ms preprocess, 21.5ms inference, 2.3ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 63%|██████▎ | 541/852 [00:36<00:24, 12.47it/s]" + "\r 64%|██████▍ | 544/852 [00:46<00:19, 15.40it/s]" ] }, { @@ -5882,18 +6404,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 25.5ms\n", - "Speed: 4.1ms preprocess, 25.5ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 2 animals, 21.3ms\n", + "Speed: 3.2ms preprocess, 21.3ms inference, 1.4ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 2 animals, 25.5ms\n", - "Speed: 3.1ms preprocess, 25.5ms inference, 1.9ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 21.4ms\n", + "Speed: 3.0ms preprocess, 21.4ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 64%|██████▎ | 543/852 [00:36<00:23, 13.16it/s]" + "\r 64%|██████▍ | 546/852 [00:46<00:18, 16.14it/s]" ] }, { @@ -5901,18 +6423,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 27.5ms\n", - "Speed: 4.7ms preprocess, 27.5ms inference, 1.9ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 2 animals, 21.6ms\n", + "Speed: 3.5ms preprocess, 21.6ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 2 animals, 25.5ms\n", - "Speed: 3.1ms preprocess, 25.5ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 21.3ms\n", + "Speed: 3.1ms preprocess, 21.3ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 64%|██████▍ | 545/852 [00:37<00:22, 13.52it/s]" + "\r 64%|██████▍ | 548/852 [00:46<00:18, 16.64it/s]" ] }, { @@ -5920,18 +6442,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 27.3ms\n", - "Speed: 2.8ms preprocess, 27.3ms inference, 1.5ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 2 animals, 21.3ms\n", + "Speed: 3.2ms preprocess, 21.3ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 2 animals, 25.5ms\n", - "Speed: 3.1ms preprocess, 25.5ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 21.3ms\n", + "Speed: 2.9ms preprocess, 21.3ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 64%|██████▍ | 547/852 [00:37<00:21, 13.97it/s]" + "\r 65%|██████▍ | 550/852 [00:46<00:17, 16.79it/s]" ] }, { @@ -5939,18 +6461,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 25.5ms\n", - "Speed: 3.1ms preprocess, 25.5ms inference, 1.9ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 2 animals, 20.4ms\n", + "Speed: 2.9ms preprocess, 20.4ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 2 animals, 28.0ms\n", - "Speed: 3.4ms preprocess, 28.0ms inference, 2.1ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 20.4ms\n", + "Speed: 3.2ms preprocess, 20.4ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 64%|██████▍ | 549/852 [00:37<00:21, 13.92it/s]" + "\r 65%|██████▍ | 552/852 [00:46<00:17, 17.16it/s]" ] }, { @@ -5958,18 +6480,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 25.5ms\n", - "Speed: 3.1ms preprocess, 25.5ms inference, 2.7ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 2 animals, 19.9ms\n", + "Speed: 4.0ms preprocess, 19.9ms inference, 1.4ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 2 animals, 39.7ms\n", - "Speed: 4.5ms preprocess, 39.7ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 27.0ms\n", + "Speed: 3.0ms preprocess, 27.0ms inference, 1.5ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 65%|██████▍ | 551/852 [00:37<00:22, 13.57it/s]" + "\r 65%|██████▌ | 554/852 [00:47<00:17, 16.71it/s]" ] }, { @@ -5977,18 +6499,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 31.8ms\n", - "Speed: 5.8ms preprocess, 31.8ms inference, 2.5ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 2 animals, 19.8ms\n", + "Speed: 2.9ms preprocess, 19.8ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 2 animals, 40.3ms\n", - "Speed: 2.8ms preprocess, 40.3ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 19.9ms\n", + "Speed: 3.4ms preprocess, 19.9ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 65%|██████▍ | 553/852 [00:37<00:23, 12.66it/s]" + "\r 65%|██████▌ | 556/852 [00:47<00:17, 17.14it/s]" ] }, { @@ -5996,18 +6518,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 32.6ms\n", - "Speed: 3.1ms preprocess, 32.6ms inference, 2.0ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 2 animals, 21.2ms\n", + "Speed: 3.0ms preprocess, 21.2ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 2 animals, 28.8ms\n", - "Speed: 3.1ms preprocess, 28.8ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 22.6ms\n", + "Speed: 3.0ms preprocess, 22.6ms inference, 1.9ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 65%|██████▌ | 555/852 [00:37<00:22, 12.92it/s]" + "\r 65%|██████▌ | 558/852 [00:47<00:17, 16.77it/s]" ] }, { @@ -6015,18 +6537,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 30.3ms\n", - "Speed: 3.0ms preprocess, 30.3ms inference, 2.2ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 2 animals, 24.8ms\n", + "Speed: 3.1ms preprocess, 24.8ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 2 animals, 26.8ms\n", - "Speed: 2.9ms preprocess, 26.8ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 25.4ms\n", + "Speed: 5.4ms preprocess, 25.4ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 65%|██████▌ | 557/852 [00:37<00:22, 13.22it/s]" + "\r 66%|██████▌ | 560/852 [00:47<00:18, 16.18it/s]" ] }, { @@ -6034,18 +6556,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 26.8ms\n", - "Speed: 3.0ms preprocess, 26.8ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 2 animals, 27.0ms\n", + "Speed: 3.6ms preprocess, 27.0ms inference, 2.1ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 2 animals, 36.1ms\n", - "Speed: 3.2ms preprocess, 36.1ms inference, 4.2ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 21.4ms\n", + "Speed: 4.2ms preprocess, 21.4ms inference, 1.4ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 66%|██████▌ | 559/852 [00:38<00:21, 13.39it/s]" + "\r 66%|██████▌ | 562/852 [00:47<00:18, 15.94it/s]" ] }, { @@ -6053,18 +6575,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 26.8ms\n", - "Speed: 3.2ms preprocess, 26.8ms inference, 2.2ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 2 animals, 19.9ms\n", + "Speed: 3.3ms preprocess, 19.9ms inference, 1.4ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 2 animals, 26.8ms\n", - "Speed: 3.1ms preprocess, 26.8ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 19.9ms\n", + "Speed: 3.4ms preprocess, 19.9ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 66%|██████▌ | 561/852 [00:38<00:20, 13.98it/s]" + "\r 66%|██████▌ | 564/852 [00:47<00:17, 16.33it/s]" ] }, { @@ -6072,18 +6594,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 30.3ms\n", - "Speed: 4.6ms preprocess, 30.3ms inference, 2.0ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 2 animals, 20.9ms\n", + "Speed: 3.9ms preprocess, 20.9ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 2 animals, 33.1ms\n", - "Speed: 3.2ms preprocess, 33.1ms inference, 2.0ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 19.7ms\n", + "Speed: 3.0ms preprocess, 19.7ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 66%|██████▌ | 563/852 [00:38<00:20, 13.91it/s]" + "\r 66%|██████▋ | 566/852 [00:47<00:17, 16.47it/s]" ] }, { @@ -6091,18 +6613,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 28.4ms\n", - "Speed: 3.1ms preprocess, 28.4ms inference, 2.0ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 2 animals, 20.1ms\n", + "Speed: 3.1ms preprocess, 20.1ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 2 animals, 27.8ms\n", - "Speed: 4.0ms preprocess, 27.8ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 20.2ms\n", + "Speed: 2.9ms preprocess, 20.2ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 66%|██████▋ | 565/852 [00:38<00:20, 13.76it/s]" + "\r 67%|██████▋ | 568/852 [00:47<00:16, 16.95it/s]" ] }, { @@ -6110,18 +6632,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 28.9ms\n", - "Speed: 3.0ms preprocess, 28.9ms inference, 2.0ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 2 animals, 19.8ms\n", + "Speed: 3.1ms preprocess, 19.8ms inference, 1.4ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 2 animals, 26.3ms\n", - "Speed: 2.9ms preprocess, 26.3ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 20.3ms\n", + "Speed: 3.0ms preprocess, 20.3ms inference, 1.5ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 67%|██████▋ | 567/852 [00:38<00:20, 14.17it/s]" + "\r 67%|██████▋ | 570/852 [00:48<00:16, 17.18it/s]" ] }, { @@ -6129,18 +6651,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 26.3ms\n", - "Speed: 2.9ms preprocess, 26.3ms inference, 1.9ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 2 animals, 26.2ms\n", + "Speed: 3.1ms preprocess, 26.2ms inference, 2.0ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 2 animals, 27.0ms\n", - "Speed: 2.8ms preprocess, 27.0ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 20.9ms\n", + "Speed: 4.3ms preprocess, 20.9ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 67%|██████▋ | 569/852 [00:38<00:19, 14.35it/s]" + "\r 67%|██████▋ | 572/852 [00:48<00:16, 17.09it/s]" ] }, { @@ -6148,18 +6670,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 26.3ms\n", - "Speed: 3.0ms preprocess, 26.3ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 2 animals, 20.3ms\n", + "Speed: 3.2ms preprocess, 20.3ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 2 animals, 26.3ms\n", - "Speed: 3.1ms preprocess, 26.3ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 28.3ms\n", + "Speed: 3.8ms preprocess, 28.3ms inference, 3.3ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 67%|██████▋ | 571/852 [00:38<00:19, 14.78it/s]" + "\r 67%|██████▋ | 574/852 [00:48<00:16, 16.48it/s]" ] }, { @@ -6167,18 +6689,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 26.3ms\n", - "Speed: 2.9ms preprocess, 26.3ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 2 animals, 22.5ms\n", + "Speed: 5.0ms preprocess, 22.5ms inference, 2.0ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 2 animals, 26.4ms\n", - "Speed: 3.1ms preprocess, 26.4ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 24.1ms\n", + "Speed: 3.6ms preprocess, 24.1ms inference, 2.3ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 67%|██████▋ | 573/852 [00:39<00:18, 15.06it/s]" + "\r 68%|██████▊ | 576/852 [00:48<00:17, 15.85it/s]" ] }, { @@ -6186,18 +6708,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 26.4ms\n", - "Speed: 2.8ms preprocess, 26.4ms inference, 2.3ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 2 animals, 25.2ms\n", + "Speed: 3.3ms preprocess, 25.2ms inference, 1.9ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 2 animals, 26.3ms\n", - "Speed: 2.8ms preprocess, 26.3ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 22.9ms\n", + "Speed: 3.0ms preprocess, 22.9ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 67%|██████▋ | 575/852 [00:39<00:18, 15.26it/s]" + "\r 68%|██████▊ | 578/852 [00:48<00:17, 15.56it/s]" ] }, { @@ -6205,18 +6727,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 26.3ms\n", - "Speed: 2.8ms preprocess, 26.3ms inference, 2.0ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 2 animals, 22.8ms\n", + "Speed: 3.3ms preprocess, 22.8ms inference, 1.4ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 2 animals, 30.6ms\n", - "Speed: 3.3ms preprocess, 30.6ms inference, 2.2ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 21.6ms\n", + "Speed: 3.4ms preprocess, 21.6ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 68%|██████▊ | 577/852 [00:39<00:18, 14.96it/s]" + "\r 68%|██████▊ | 580/852 [00:48<00:16, 16.10it/s]" ] }, { @@ -6224,18 +6746,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 28.6ms\n", - "Speed: 3.2ms preprocess, 28.6ms inference, 2.7ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 2 animals, 22.0ms\n", + "Speed: 2.9ms preprocess, 22.0ms inference, 1.4ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 2 animals, 28.9ms\n", - "Speed: 3.0ms preprocess, 28.9ms inference, 2.0ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 21.2ms\n", + "Speed: 2.9ms preprocess, 21.2ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 68%|██████▊ | 579/852 [00:39<00:18, 14.86it/s]" + "\r 68%|██████▊ | 582/852 [00:48<00:16, 16.51it/s]" ] }, { @@ -6243,18 +6765,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 28.5ms\n", - "Speed: 2.8ms preprocess, 28.5ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 2 animals, 21.3ms\n", + "Speed: 3.1ms preprocess, 21.3ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 2 animals, 30.5ms\n", - "Speed: 2.6ms preprocess, 30.5ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 21.5ms\n", + "Speed: 3.8ms preprocess, 21.5ms inference, 1.9ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 68%|██████▊ | 581/852 [00:39<00:18, 14.73it/s]" + "\r 69%|██████▊ | 584/852 [00:48<00:16, 16.55it/s]" ] }, { @@ -6262,18 +6784,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 26.3ms\n", - "Speed: 2.9ms preprocess, 26.3ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 2 animals, 22.9ms\n", + "Speed: 6.7ms preprocess, 22.9ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 2 animals, 26.3ms\n", - "Speed: 2.8ms preprocess, 26.3ms inference, 2.1ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 20.6ms\n", + "Speed: 3.1ms preprocess, 20.6ms inference, 1.4ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 68%|██████▊ | 583/852 [00:39<00:18, 14.62it/s]" + "\r 69%|██████▉ | 586/852 [00:49<00:16, 16.41it/s]" ] }, { @@ -6281,18 +6803,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 33.2ms\n", - "Speed: 2.8ms preprocess, 33.2ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 2 animals, 20.5ms\n", + "Speed: 2.7ms preprocess, 20.5ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 2 animals, 26.3ms\n", - "Speed: 2.8ms preprocess, 26.3ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 24.4ms\n", + "Speed: 3.1ms preprocess, 24.4ms inference, 1.4ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 69%|██████▊ | 585/852 [00:39<00:18, 14.26it/s]" + "\r 69%|██████▉ | 588/852 [00:49<00:16, 16.33it/s]" ] }, { @@ -6300,18 +6822,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 26.5ms\n", - "Speed: 3.3ms preprocess, 26.5ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 2 animals, 21.5ms\n", + "Speed: 3.1ms preprocess, 21.5ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 2 animals, 28.6ms\n", - "Speed: 2.7ms preprocess, 28.6ms inference, 2.3ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 21.5ms\n", + "Speed: 2.9ms preprocess, 21.5ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 69%|██████▉ | 587/852 [00:40<00:18, 14.43it/s]" + "\r 69%|██████▉ | 590/852 [00:49<00:16, 16.06it/s]" ] }, { @@ -6319,18 +6841,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 26.6ms\n", - "Speed: 2.8ms preprocess, 26.6ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 2 animals, 20.5ms\n", + "Speed: 3.2ms preprocess, 20.5ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 2 animals, 26.4ms\n", - "Speed: 2.9ms preprocess, 26.4ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 25.2ms\n", + "Speed: 6.4ms preprocess, 25.2ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 69%|██████▉ | 589/852 [00:40<00:18, 14.19it/s]" + "\r 69%|██████▉ | 592/852 [00:49<00:16, 15.62it/s]" ] }, { @@ -6338,18 +6860,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 28.2ms\n", - "Speed: 3.1ms preprocess, 28.2ms inference, 3.5ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 2 animals, 26.2ms\n", + "Speed: 3.1ms preprocess, 26.2ms inference, 2.8ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 2 animals, 42.4ms\n", - "Speed: 3.0ms preprocess, 42.4ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 31.0ms\n", + "Speed: 12.8ms preprocess, 31.0ms inference, 2.1ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 69%|██████▉ | 591/852 [00:40<00:19, 13.06it/s]" + "\r 70%|██████▉ | 594/852 [00:49<00:17, 14.64it/s]" ] }, { @@ -6357,18 +6879,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 34.9ms\n", - "Speed: 2.9ms preprocess, 34.9ms inference, 2.1ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 2 animals, 20.9ms\n", + "Speed: 3.3ms preprocess, 20.9ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 2 animals, 41.5ms\n", - "Speed: 2.8ms preprocess, 41.5ms inference, 2.1ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 20.8ms\n", + "Speed: 3.0ms preprocess, 20.8ms inference, 1.4ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 70%|██████▉ | 593/852 [00:40<00:20, 12.70it/s]" + "\r 70%|██████▉ | 596/852 [00:49<00:16, 15.37it/s]" ] }, { @@ -6376,18 +6898,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 34.8ms\n", - "Speed: 2.8ms preprocess, 34.8ms inference, 2.0ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 2 animals, 20.5ms\n", + "Speed: 3.1ms preprocess, 20.5ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 2 animals, 30.8ms\n", - "Speed: 3.3ms preprocess, 30.8ms inference, 1.9ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 20.7ms\n", + "Speed: 3.1ms preprocess, 20.7ms inference, 1.4ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 70%|██████▉ | 595/852 [00:40<00:20, 12.81it/s]" + "\r 70%|███████ | 598/852 [00:49<00:15, 15.91it/s]" ] }, { @@ -6395,18 +6917,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 27.3ms\n", - "Speed: 1.9ms preprocess, 27.3ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 2 animals, 20.5ms\n", + "Speed: 3.0ms preprocess, 20.5ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 2 animals, 27.5ms\n", - "Speed: 3.3ms preprocess, 27.5ms inference, 1.2ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 21.2ms\n", + "Speed: 3.4ms preprocess, 21.2ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 70%|███████ | 597/852 [00:40<00:18, 13.73it/s]" + "\r 70%|███████ | 600/852 [00:49<00:15, 16.31it/s]" ] }, { @@ -6414,18 +6936,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 27.3ms\n", - "Speed: 2.9ms preprocess, 27.3ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 2 animals, 20.5ms\n", + "Speed: 3.1ms preprocess, 20.5ms inference, 1.5ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 2 animals, 26.6ms\n", - "Speed: 3.0ms preprocess, 26.6ms inference, 1.4ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 23.3ms\n", + "Speed: 2.8ms preprocess, 23.3ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 70%|███████ | 599/852 [00:40<00:17, 14.17it/s]" + "\r 71%|███████ | 602/852 [00:50<00:15, 16.08it/s]" ] }, { @@ -6433,18 +6955,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 26.3ms\n", - "Speed: 3.5ms preprocess, 26.3ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 2 animals, 22.8ms\n", + "Speed: 3.0ms preprocess, 22.8ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 2 animals, 26.8ms\n", - "Speed: 6.1ms preprocess, 26.8ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 24.5ms\n", + "Speed: 3.2ms preprocess, 24.5ms inference, 2.2ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 71%|███████ | 601/852 [00:41<00:17, 14.57it/s]" + "\r 71%|███████ | 604/852 [00:50<00:15, 16.27it/s]" ] }, { @@ -6452,18 +6974,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 25.7ms\n", - "Speed: 3.0ms preprocess, 25.7ms inference, 1.4ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 2 animals, 20.9ms\n", + "Speed: 2.9ms preprocess, 20.9ms inference, 1.4ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 2 animals, 25.6ms\n", - "Speed: 3.7ms preprocess, 25.6ms inference, 1.2ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 23.2ms\n", + "Speed: 3.1ms preprocess, 23.2ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 71%|███████ | 603/852 [00:41<00:16, 15.08it/s]" + "\r 71%|███████ | 606/852 [00:50<00:15, 16.05it/s]" ] }, { @@ -6471,18 +6993,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 25.6ms\n", - "Speed: 3.5ms preprocess, 25.6ms inference, 1.9ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 2 animals, 21.1ms\n", + "Speed: 3.0ms preprocess, 21.1ms inference, 1.4ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 2 animals, 38.9ms\n", - "Speed: 2.8ms preprocess, 38.9ms inference, 1.9ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 21.5ms\n", + "Speed: 3.9ms preprocess, 21.5ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 71%|███████ | 605/852 [00:41<00:16, 14.71it/s]" + "\r 71%|███████▏ | 608/852 [00:50<00:15, 15.86it/s]" ] }, { @@ -6490,18 +7012,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 24.6ms\n", - "Speed: 3.1ms preprocess, 24.6ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 3 animals, 23.3ms\n", + "Speed: 2.9ms preprocess, 23.3ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 2 animals, 27.8ms\n", - "Speed: 3.2ms preprocess, 27.8ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 20.6ms\n", + "Speed: 3.0ms preprocess, 20.6ms inference, 1.4ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 71%|███████ | 607/852 [00:41<00:16, 14.90it/s]" + "\r 72%|███████▏ | 610/852 [00:50<00:15, 15.77it/s]" ] }, { @@ -6509,18 +7031,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 25.4ms\n", - "Speed: 3.6ms preprocess, 25.4ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 2 animals, 20.5ms\n", + "Speed: 3.0ms preprocess, 20.5ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 3 animals, 24.3ms\n", - "Speed: 2.8ms preprocess, 24.3ms inference, 1.5ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 21.0ms\n", + "Speed: 3.5ms preprocess, 21.0ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 71%|███████▏ | 609/852 [00:41<00:16, 14.66it/s]" + "\r 72%|███████▏ | 612/852 [00:50<00:14, 16.22it/s]" ] }, { @@ -6528,18 +7050,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 24.8ms\n", - "Speed: 3.9ms preprocess, 24.8ms inference, 1.4ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 2 animals, 22.2ms\n", + "Speed: 4.2ms preprocess, 22.2ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 2 animals, 28.6ms\n", - "Speed: 3.2ms preprocess, 28.6ms inference, 2.1ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 1 animal, 22.7ms\n", + "Speed: 2.9ms preprocess, 22.7ms inference, 1.5ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 72%|███████▏ | 611/852 [00:41<00:16, 14.78it/s]" + "\r 72%|███████▏ | 614/852 [00:50<00:14, 16.18it/s]" ] }, { @@ -6547,18 +7069,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 24.4ms\n", - "Speed: 2.8ms preprocess, 24.4ms inference, 1.4ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 2 animals, 22.1ms\n", + "Speed: 3.5ms preprocess, 22.1ms inference, 1.4ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 2 animals, 24.3ms\n", - "Speed: 2.7ms preprocess, 24.3ms inference, 1.2ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 3 animals, 21.8ms\n", + "Speed: 3.5ms preprocess, 21.8ms inference, 1.4ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 72%|███████▏ | 613/852 [00:41<00:15, 15.01it/s]" + "\r 72%|███████▏ | 616/852 [00:50<00:14, 16.49it/s]" ] }, { @@ -6566,18 +7088,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 1 animal, 24.4ms\n", - "Speed: 3.7ms preprocess, 24.4ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 3 animals, 21.7ms\n", + "Speed: 2.8ms preprocess, 21.7ms inference, 1.4ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 2 animals, 26.0ms\n", - "Speed: 3.7ms preprocess, 26.0ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 4 animals, 21.7ms\n", + "Speed: 3.0ms preprocess, 21.7ms inference, 1.4ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 72%|███████▏ | 615/852 [00:41<00:15, 15.43it/s]" + "\r 73%|███████▎ | 618/852 [00:51<00:13, 16.95it/s]" ] }, { @@ -6585,18 +7107,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 24.6ms\n", - "Speed: 3.3ms preprocess, 24.6ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 2 animals, 22.2ms\n", + "Speed: 3.0ms preprocess, 22.2ms inference, 1.4ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 3 animals, 24.3ms\n", - "Speed: 2.9ms preprocess, 24.3ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 3 animals, 22.3ms\n", + "Speed: 2.9ms preprocess, 22.3ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 72%|███████▏ | 617/852 [00:42<00:15, 15.65it/s]" + "\r 73%|███████▎ | 620/852 [00:51<00:13, 16.94it/s]" ] }, { @@ -6604,18 +7126,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 4 animals, 23.3ms\n", - "Speed: 2.9ms preprocess, 23.3ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 3 animals, 25.5ms\n", + "Speed: 3.0ms preprocess, 25.5ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 2 animals, 22.7ms\n", - "Speed: 2.9ms preprocess, 22.7ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 22.5ms\n", + "Speed: 4.0ms preprocess, 22.5ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 73%|███████▎ | 619/852 [00:42<00:14, 15.93it/s]" + "\r 73%|███████▎ | 622/852 [00:51<00:13, 16.43it/s]" ] }, { @@ -6623,18 +7145,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 25.4ms\n", - "Speed: 3.2ms preprocess, 25.4ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 2 animals, 33.1ms\n", + "Speed: 3.1ms preprocess, 33.1ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 3 animals, 21.6ms\n", - "Speed: 3.7ms preprocess, 21.6ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 24.2ms\n", + "Speed: 3.0ms preprocess, 24.2ms inference, 2.8ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 73%|███████▎ | 621/852 [00:42<00:14, 15.75it/s]" + "\r 73%|███████▎ | 624/852 [00:51<00:14, 15.74it/s]" ] }, { @@ -6642,18 +7164,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 22.1ms\n", - "Speed: 3.9ms preprocess, 22.1ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 3 animals, 23.9ms\n", + "Speed: 3.3ms preprocess, 23.9ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 2 animals, 23.3ms\n", - "Speed: 3.7ms preprocess, 23.3ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 3 animals, 22.9ms\n", + "Speed: 3.6ms preprocess, 22.9ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 73%|███████▎ | 623/852 [00:42<00:14, 15.78it/s]" + "\r 73%|███████▎ | 626/852 [00:51<00:14, 15.52it/s]" ] }, { @@ -6661,18 +7183,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 28.9ms\n", - "Speed: 3.0ms preprocess, 28.9ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 2 animals, 20.3ms\n", + "Speed: 3.9ms preprocess, 20.3ms inference, 1.4ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 3 animals, 22.5ms\n", - "Speed: 5.5ms preprocess, 22.5ms inference, 1.4ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 22.0ms\n", + "Speed: 3.1ms preprocess, 22.0ms inference, 1.4ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 73%|███████▎ | 625/852 [00:42<00:14, 15.15it/s]" + "\r 74%|███████▎ | 628/852 [00:51<00:14, 15.88it/s]" ] }, { @@ -6680,18 +7202,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 3 animals, 21.5ms\n", - "Speed: 1.9ms preprocess, 21.5ms inference, 1.9ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 2 animals, 20.3ms\n", + "Speed: 3.0ms preprocess, 20.3ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 2 animals, 21.5ms\n", - "Speed: 3.1ms preprocess, 21.5ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 20.3ms\n", + "Speed: 3.0ms preprocess, 20.3ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 74%|███████▎ | 627/852 [00:42<00:14, 15.77it/s]" + "\r 74%|███████▍ | 630/852 [00:51<00:13, 16.00it/s]" ] }, { @@ -6699,18 +7221,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 27.7ms\n", - "Speed: 4.0ms preprocess, 27.7ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 2 animals, 20.3ms\n", + "Speed: 3.1ms preprocess, 20.3ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 2 animals, 21.5ms\n", - "Speed: 5.1ms preprocess, 21.5ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 29.0ms\n", + "Speed: 3.4ms preprocess, 29.0ms inference, 3.9ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 74%|███████▍ | 629/852 [00:42<00:14, 15.79it/s]" + "\r 74%|███████▍ | 632/852 [00:51<00:13, 15.78it/s]" ] }, { @@ -6718,18 +7240,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 21.5ms\n", - "Speed: 3.3ms preprocess, 21.5ms inference, 2.7ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 2 animals, 22.0ms\n", + "Speed: 2.9ms preprocess, 22.0ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 2 animals, 21.5ms\n", - "Speed: 3.6ms preprocess, 21.5ms inference, 1.2ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 26.0ms\n", + "Speed: 3.0ms preprocess, 26.0ms inference, 1.9ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 74%|███████▍ | 631/852 [00:42<00:13, 16.04it/s]" + "\r 74%|███████▍ | 634/852 [00:52<00:14, 15.53it/s]" ] }, { @@ -6737,18 +7259,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 21.5ms\n", - "Speed: 3.1ms preprocess, 21.5ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 2 animals, 36.1ms\n", + "Speed: 4.8ms preprocess, 36.1ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 2 animals, 22.0ms\n", - "Speed: 3.6ms preprocess, 22.0ms inference, 1.2ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 25.3ms\n", + "Speed: 3.1ms preprocess, 25.3ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 74%|███████▍ | 633/852 [00:43<00:13, 16.30it/s]" + "\r 75%|███████▍ | 636/852 [00:52<00:14, 14.79it/s]" ] }, { @@ -6756,18 +7278,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 20.7ms\n", - "Speed: 3.1ms preprocess, 20.7ms inference, 1.2ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 2 animals, 37.5ms\n", + "Speed: 5.3ms preprocess, 37.5ms inference, 2.0ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 2 animals, 20.9ms\n", - "Speed: 2.9ms preprocess, 20.9ms inference, 1.2ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 31.0ms\n", + "Speed: 3.0ms preprocess, 31.0ms inference, 2.0ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 75%|███████▍ | 635/852 [00:43<00:13, 16.65it/s]" + "\r 75%|███████▍ | 638/852 [00:52<00:16, 13.36it/s]" ] }, { @@ -6775,18 +7297,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 23.0ms\n", - "Speed: 2.9ms preprocess, 23.0ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 2 animals, 24.8ms\n", + "Speed: 3.1ms preprocess, 24.8ms inference, 2.1ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 2 animals, 23.4ms\n", - "Speed: 3.2ms preprocess, 23.4ms inference, 2.7ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 39.3ms\n", + "Speed: 5.4ms preprocess, 39.3ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 75%|███████▍ | 637/852 [00:43<00:13, 16.21it/s]" + "\r 75%|███████▌ | 640/852 [00:52<00:16, 12.98it/s]" ] }, { @@ -6794,18 +7316,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 23.7ms\n", - "Speed: 3.0ms preprocess, 23.7ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 2 animals, 28.5ms\n", + "Speed: 6.3ms preprocess, 28.5ms inference, 4.1ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 2 animals, 23.7ms\n", - "Speed: 2.8ms preprocess, 23.7ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 21.6ms\n", + "Speed: 3.0ms preprocess, 21.6ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 75%|███████▌ | 639/852 [00:43<00:13, 16.07it/s]" + "\r 75%|███████▌ | 642/852 [00:52<00:16, 12.98it/s]" ] }, { @@ -6813,18 +7335,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 34.2ms\n", - "Speed: 3.1ms preprocess, 34.2ms inference, 2.2ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 2 animals, 25.1ms\n", + "Speed: 5.7ms preprocess, 25.1ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 2 animals, 23.7ms\n", - "Speed: 2.9ms preprocess, 23.7ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 22.6ms\n", + "Speed: 3.1ms preprocess, 22.6ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 75%|███████▌ | 641/852 [00:43<00:13, 15.15it/s]" + "\r 76%|███████▌ | 644/852 [00:52<00:15, 13.47it/s]" ] }, { @@ -6832,18 +7354,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 22.4ms\n", - "Speed: 3.4ms preprocess, 22.4ms inference, 1.5ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 2 animals, 49.7ms\n", + "Speed: 3.3ms preprocess, 49.7ms inference, 1.9ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 2 animals, 23.2ms\n", - "Speed: 2.9ms preprocess, 23.2ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 62.7ms\n", + "Speed: 4.6ms preprocess, 62.7ms inference, 7.5ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 75%|███████▌ | 643/852 [00:43<00:13, 15.61it/s]" + "\r 76%|███████▌ | 646/852 [00:53<00:18, 11.03it/s]" ] }, { @@ -6851,18 +7373,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 29.7ms\n", - "Speed: 2.9ms preprocess, 29.7ms inference, 1.4ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 2 animals, 40.0ms\n", + "Speed: 9.3ms preprocess, 40.0ms inference, 2.7ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 2 animals, 20.3ms\n", - "Speed: 5.2ms preprocess, 20.3ms inference, 1.9ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 27.9ms\n", + "Speed: 8.3ms preprocess, 27.9ms inference, 1.9ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 76%|███████▌ | 645/852 [00:43<00:13, 15.86it/s]" + "\r 76%|███████▌ | 648/852 [00:53<00:21, 9.66it/s]" ] }, { @@ -6870,18 +7392,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 20.8ms\n", - "Speed: 3.3ms preprocess, 20.8ms inference, 1.4ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 2 animals, 64.9ms\n", + "Speed: 13.2ms preprocess, 64.9ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 2 animals, 20.4ms\n", - "Speed: 2.9ms preprocess, 20.4ms inference, 1.2ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 73.7ms\n", + "Speed: 2.9ms preprocess, 73.7ms inference, 1.9ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 76%|███████▌ | 647/852 [00:43<00:12, 16.05it/s]" + "\r 76%|███████▋ | 650/852 [00:53<00:27, 7.45it/s]" ] }, { @@ -6889,18 +7411,15 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 23.0ms\n", - "Speed: 3.2ms preprocess, 23.0ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n", - "\n", - "0: 384x640 2 animals, 20.3ms\n", - "Speed: 3.4ms preprocess, 20.3ms inference, 1.2ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 79.1ms\n", + "Speed: 5.3ms preprocess, 79.1ms inference, 8.0ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 76%|███████▌ | 649/852 [00:44<00:12, 16.11it/s]" + "\r 76%|███████▋ | 651/852 [00:54<00:29, 6.86it/s]" ] }, { @@ -6908,18 +7427,15 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 20.5ms\n", - "Speed: 2.8ms preprocess, 20.5ms inference, 1.2ms postprocess per image at shape (1, 3, 384, 640)\n", - "\n", - "0: 384x640 2 animals, 20.2ms\n", - "Speed: 3.5ms preprocess, 20.2ms inference, 1.2ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 31.9ms\n", + "Speed: 3.3ms preprocess, 31.9ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 76%|███████▋ | 651/852 [00:44<00:12, 16.46it/s]" + "\r 77%|███████▋ | 652/852 [00:54<00:27, 7.31it/s]" ] }, { @@ -6927,18 +7443,15 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 24.2ms\n", - "Speed: 2.8ms preprocess, 24.2ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n", - "\n", - "0: 384x640 2 animals, 22.7ms\n", - "Speed: 3.0ms preprocess, 22.7ms inference, 1.4ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 39.0ms\n", + "Speed: 7.2ms preprocess, 39.0ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 77%|███████▋ | 653/852 [00:44<00:12, 15.94it/s]" + "\r 77%|███████▋ | 653/852 [00:54<00:26, 7.53it/s]" ] }, { @@ -6946,18 +7459,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 27.4ms\n", - "Speed: 3.1ms preprocess, 27.4ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 2 animals, 39.1ms\n", + "Speed: 4.1ms preprocess, 39.1ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 2 animals, 22.8ms\n", - "Speed: 3.0ms preprocess, 22.8ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 30.7ms\n", + "Speed: 5.2ms preprocess, 30.7ms inference, 1.9ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 77%|███████▋ | 655/852 [00:44<00:12, 15.79it/s]" + "\r 77%|███████▋ | 655/852 [00:54<00:22, 8.58it/s]" ] }, { @@ -6965,18 +7478,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 27.7ms\n", - "Speed: 3.7ms preprocess, 27.7ms inference, 1.5ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 2 animals, 30.7ms\n", + "Speed: 3.4ms preprocess, 30.7ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 2 animals, 26.0ms\n", - "Speed: 3.0ms preprocess, 26.0ms inference, 1.4ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 31.4ms\n", + "Speed: 3.2ms preprocess, 31.4ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 77%|███████▋ | 657/852 [00:44<00:12, 15.63it/s]" + "\r 77%|███████▋ | 657/852 [00:54<00:21, 9.28it/s]" ] }, { @@ -6984,18 +7497,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 19.7ms\n", - "Speed: 2.8ms preprocess, 19.7ms inference, 1.2ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 2 animals, 31.4ms\n", + "Speed: 3.4ms preprocess, 31.4ms inference, 2.0ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 2 animals, 19.8ms\n", - "Speed: 2.9ms preprocess, 19.8ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 55.8ms\n", + "Speed: 3.4ms preprocess, 55.8ms inference, 2.3ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 77%|███████▋ | 659/852 [00:44<00:11, 16.34it/s]" + "\r 77%|███████▋ | 659/852 [00:54<00:20, 9.37it/s]" ] }, { @@ -7003,18 +7516,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 19.7ms\n", - "Speed: 3.4ms preprocess, 19.7ms inference, 1.2ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 2 animals, 31.4ms\n", + "Speed: 3.0ms preprocess, 31.4ms inference, 1.9ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 2 animals, 25.7ms\n", - "Speed: 4.2ms preprocess, 25.7ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 31.8ms\n", + "Speed: 3.5ms preprocess, 31.8ms inference, 2.0ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 78%|███████▊ | 661/852 [00:44<00:12, 15.91it/s]" + "\r 78%|███████▊ | 661/852 [00:54<00:18, 10.29it/s]" ] }, { @@ -7022,18 +7535,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 19.8ms\n", - "Speed: 3.8ms preprocess, 19.8ms inference, 1.2ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 2 animals, 32.7ms\n", + "Speed: 3.3ms preprocess, 32.7ms inference, 2.0ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 2 animals, 20.5ms\n", - "Speed: 3.0ms preprocess, 20.5ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 33.9ms\n", + "Speed: 3.2ms preprocess, 33.9ms inference, 1.9ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 78%|███████▊ | 663/852 [00:44<00:11, 16.40it/s]" + "\r 78%|███████▊ | 663/852 [00:55<00:17, 10.90it/s]" ] }, { @@ -7041,18 +7554,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 19.8ms\n", - "Speed: 2.9ms preprocess, 19.8ms inference, 1.2ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 2 animals, 28.9ms\n", + "Speed: 3.0ms preprocess, 28.9ms inference, 2.0ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 2 animals, 19.7ms\n", - "Speed: 2.8ms preprocess, 19.7ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 28.9ms\n", + "Speed: 3.1ms preprocess, 28.9ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 78%|███████▊ | 665/852 [00:45<00:11, 16.84it/s]" + "\r 78%|███████▊ | 665/852 [00:55<00:15, 11.88it/s]" ] }, { @@ -7060,18 +7573,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 22.2ms\n", - "Speed: 3.1ms preprocess, 22.2ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 2 animals, 35.9ms\n", + "Speed: 3.6ms preprocess, 35.9ms inference, 2.0ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 2 animals, 20.9ms\n", - "Speed: 3.8ms preprocess, 20.9ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 33.0ms\n", + "Speed: 3.1ms preprocess, 33.0ms inference, 2.4ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 78%|███████▊ | 667/852 [00:45<00:10, 17.10it/s]" + "\r 78%|███████▊ | 667/852 [00:55<00:15, 11.87it/s]" ] }, { @@ -7079,18 +7592,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 19.7ms\n", - "Speed: 3.3ms preprocess, 19.7ms inference, 1.5ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 2 animals, 32.8ms\n", + "Speed: 3.0ms preprocess, 32.8ms inference, 1.9ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 2 animals, 27.3ms\n", - "Speed: 4.0ms preprocess, 27.3ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 36.0ms\n", + "Speed: 6.1ms preprocess, 36.0ms inference, 2.9ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 79%|███████▊ | 669/852 [00:45<00:10, 16.81it/s]" + "\r 79%|███████▊ | 669/852 [00:55<00:15, 11.98it/s]" ] }, { @@ -7098,18 +7611,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 24.6ms\n", - "Speed: 3.6ms preprocess, 24.6ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 2 animals, 28.9ms\n", + "Speed: 3.3ms preprocess, 28.9ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 2 animals, 22.6ms\n", - "Speed: 5.3ms preprocess, 22.6ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 28.9ms\n", + "Speed: 3.2ms preprocess, 28.9ms inference, 2.0ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 79%|███████▉ | 671/852 [00:45<00:11, 16.19it/s]" + "\r 79%|███████▉ | 671/852 [00:55<00:14, 12.44it/s]" ] }, { @@ -7117,18 +7630,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 23.4ms\n", - "Speed: 3.0ms preprocess, 23.4ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 2 animals, 36.8ms\n", + "Speed: 3.0ms preprocess, 36.8ms inference, 2.0ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 2 animals, 26.1ms\n", - "Speed: 3.0ms preprocess, 26.1ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 28.9ms\n", + "Speed: 3.5ms preprocess, 28.9ms inference, 2.0ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 79%|███████▉ | 673/852 [00:45<00:11, 15.55it/s]" + "\r 79%|███████▉ | 673/852 [00:55<00:14, 12.27it/s]" ] }, { @@ -7136,18 +7649,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 21.0ms\n", - "Speed: 4.7ms preprocess, 21.0ms inference, 1.5ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 2 animals, 28.9ms\n", + "Speed: 3.3ms preprocess, 28.9ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 2 animals, 20.1ms\n", - "Speed: 3.5ms preprocess, 20.1ms inference, 1.2ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 28.9ms\n", + "Speed: 3.7ms preprocess, 28.9ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 79%|███████▉ | 675/852 [00:45<00:11, 15.93it/s]" + "\r 79%|███████▉ | 675/852 [00:56<00:13, 12.80it/s]" ] }, { @@ -7155,18 +7668,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 19.8ms\n", - "Speed: 2.9ms preprocess, 19.8ms inference, 1.2ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 2 animals, 28.9ms\n", + "Speed: 3.3ms preprocess, 28.9ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 2 animals, 19.7ms\n", - "Speed: 3.7ms preprocess, 19.7ms inference, 1.2ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 26.9ms\n", + "Speed: 3.0ms preprocess, 26.9ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 79%|███████▉ | 677/852 [00:45<00:10, 16.64it/s]" + "\r 79%|███████▉ | 677/852 [00:56<00:13, 13.13it/s]" ] }, { @@ -7174,18 +7687,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 27.7ms\n", - "Speed: 4.3ms preprocess, 27.7ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 2 animals, 29.3ms\n", + "Speed: 3.4ms preprocess, 29.3ms inference, 2.1ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 2 animals, 21.8ms\n", - "Speed: 2.8ms preprocess, 21.8ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 26.9ms\n", + "Speed: 3.0ms preprocess, 26.9ms inference, 3.0ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 80%|███████▉ | 679/852 [00:45<00:10, 16.35it/s]" + "\r 80%|███████▉ | 679/852 [00:56<00:12, 13.44it/s]" ] }, { @@ -7193,18 +7706,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 22.0ms\n", - "Speed: 2.8ms preprocess, 22.0ms inference, 1.2ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 2 animals, 45.5ms\n", + "Speed: 3.2ms preprocess, 45.5ms inference, 2.1ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 2 animals, 21.7ms\n", - "Speed: 3.1ms preprocess, 21.7ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 39.5ms\n", + "Speed: 3.0ms preprocess, 39.5ms inference, 1.9ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 80%|███████▉ | 681/852 [00:46<00:10, 16.78it/s]" + "\r 80%|███████▉ | 681/852 [00:56<00:14, 11.91it/s]" ] }, { @@ -7212,18 +7725,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 21.7ms\n", - "Speed: 3.4ms preprocess, 21.7ms inference, 1.2ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 2 animals, 32.9ms\n", + "Speed: 4.1ms preprocess, 32.9ms inference, 2.2ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 2 animals, 21.8ms\n", - "Speed: 3.2ms preprocess, 21.8ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 31.4ms\n", + "Speed: 3.3ms preprocess, 31.4ms inference, 2.1ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 80%|████████ | 683/852 [00:46<00:09, 17.03it/s]" + "\r 80%|████████ | 683/852 [00:56<00:14, 11.99it/s]" ] }, { @@ -7231,18 +7744,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 21.7ms\n", - "Speed: 2.7ms preprocess, 21.7ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 2 animals, 28.7ms\n", + "Speed: 4.7ms preprocess, 28.7ms inference, 2.5ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 2 animals, 24.0ms\n", - "Speed: 3.8ms preprocess, 24.0ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 30.0ms\n", + "Speed: 3.2ms preprocess, 30.0ms inference, 2.4ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 80%|████████ | 685/852 [00:46<00:10, 16.66it/s]" + "\r 80%|████████ | 685/852 [00:56<00:13, 11.93it/s]" ] }, { @@ -7250,18 +7763,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 23.7ms\n", - "Speed: 3.6ms preprocess, 23.7ms inference, 2.1ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 2 animals, 39.1ms\n", + "Speed: 3.3ms preprocess, 39.1ms inference, 2.0ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 2 animals, 31.8ms\n", - "Speed: 3.6ms preprocess, 31.8ms inference, 2.1ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 36.1ms\n", + "Speed: 3.6ms preprocess, 36.1ms inference, 2.0ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 81%|████████ | 687/852 [00:46<00:10, 15.14it/s]" + "\r 81%|████████ | 687/852 [00:57<00:13, 11.79it/s]" ] }, { @@ -7269,18 +7782,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 25.2ms\n", - "Speed: 7.5ms preprocess, 25.2ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 2 animals, 32.5ms\n", + "Speed: 8.3ms preprocess, 32.5ms inference, 1.9ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 2 animals, 24.5ms\n", - "Speed: 4.2ms preprocess, 24.5ms inference, 1.5ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 26.9ms\n", + "Speed: 2.9ms preprocess, 26.9ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 81%|████████ | 689/852 [00:46<00:11, 14.69it/s]" + "\r 81%|████████ | 689/852 [00:57<00:12, 12.55it/s]" ] }, { @@ -7288,18 +7801,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 23.6ms\n", - "Speed: 3.1ms preprocess, 23.6ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 2 animals, 26.9ms\n", + "Speed: 3.1ms preprocess, 26.9ms inference, 1.4ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 2 animals, 28.8ms\n", - "Speed: 3.1ms preprocess, 28.8ms inference, 1.4ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 26.9ms\n", + "Speed: 2.8ms preprocess, 26.9ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 81%|████████ | 691/852 [00:46<00:10, 15.03it/s]" + "\r 81%|████████ | 691/852 [00:57<00:12, 13.12it/s]" ] }, { @@ -7307,18 +7820,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 22.8ms\n", - "Speed: 3.6ms preprocess, 22.8ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 2 animals, 25.6ms\n", + "Speed: 3.5ms preprocess, 25.6ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 2 animals, 22.7ms\n", - "Speed: 3.0ms preprocess, 22.7ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 25.7ms\n", + "Speed: 3.8ms preprocess, 25.7ms inference, 1.5ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 81%|████████▏ | 693/852 [00:46<00:10, 15.65it/s]" + "\r 81%|████████▏ | 693/852 [00:57<00:11, 13.26it/s]" ] }, { @@ -7326,18 +7839,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 28.6ms\n", - "Speed: 3.3ms preprocess, 28.6ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 2 animals, 25.6ms\n", + "Speed: 3.0ms preprocess, 25.6ms inference, 1.4ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 2 animals, 22.1ms\n", - "Speed: 2.8ms preprocess, 22.1ms inference, 1.2ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 25.6ms\n", + "Speed: 3.1ms preprocess, 25.6ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 82%|████████▏ | 695/852 [00:46<00:09, 15.78it/s]" + "\r 82%|████████▏ | 695/852 [00:57<00:11, 13.88it/s]" ] }, { @@ -7345,18 +7858,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 26.7ms\n", - "Speed: 3.1ms preprocess, 26.7ms inference, 1.4ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 2 animals, 26.0ms\n", + "Speed: 3.1ms preprocess, 26.0ms inference, 1.4ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 2 animals, 22.1ms\n", - "Speed: 3.3ms preprocess, 22.1ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 29.6ms\n", + "Speed: 3.8ms preprocess, 29.6ms inference, 2.0ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 82%|████████▏ | 697/852 [00:47<00:09, 15.83it/s]" + "\r 82%|████████▏ | 697/852 [00:57<00:10, 14.20it/s]" ] }, { @@ -7364,18 +7877,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 22.1ms\n", - "Speed: 3.0ms preprocess, 22.1ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 2 animals, 24.0ms\n", + "Speed: 3.0ms preprocess, 24.0ms inference, 1.4ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 2 animals, 22.1ms\n", - "Speed: 2.9ms preprocess, 22.1ms inference, 2.5ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 24.0ms\n", + "Speed: 2.9ms preprocess, 24.0ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 82%|████████▏ | 699/852 [00:47<00:09, 16.34it/s]" + "\r 82%|████████▏ | 699/852 [00:57<00:10, 14.89it/s]" ] }, { @@ -7383,18 +7896,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 22.2ms\n", - "Speed: 2.9ms preprocess, 22.2ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 2 animals, 24.4ms\n", + "Speed: 3.4ms preprocess, 24.4ms inference, 1.4ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 2 animals, 27.1ms\n", - "Speed: 2.9ms preprocess, 27.1ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 24.1ms\n", + "Speed: 3.6ms preprocess, 24.1ms inference, 1.5ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 82%|████████▏ | 701/852 [00:47<00:09, 16.54it/s]" + "\r 82%|████████▏ | 701/852 [00:57<00:09, 15.32it/s]" ] }, { @@ -7402,18 +7915,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 28.1ms\n", - "Speed: 3.4ms preprocess, 28.1ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 2 animals, 28.0ms\n", + "Speed: 2.8ms preprocess, 28.0ms inference, 1.4ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 2 animals, 28.8ms\n", - "Speed: 3.9ms preprocess, 28.8ms inference, 2.0ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 24.0ms\n", + "Speed: 3.2ms preprocess, 24.0ms inference, 1.4ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 83%|████████▎ | 703/852 [00:47<00:09, 15.76it/s]" + "\r 83%|████████▎ | 703/852 [00:58<00:09, 15.57it/s]" ] }, { @@ -7421,18 +7934,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 26.7ms\n", - "Speed: 2.9ms preprocess, 26.7ms inference, 1.9ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 2 animals, 24.0ms\n", + "Speed: 3.6ms preprocess, 24.0ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 2 animals, 23.8ms\n", - "Speed: 3.5ms preprocess, 23.8ms inference, 1.2ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 24.2ms\n", + "Speed: 4.5ms preprocess, 24.2ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 83%|████████▎ | 705/852 [00:47<00:09, 15.68it/s]" + "\r 83%|████████▎ | 705/852 [00:58<00:09, 15.79it/s]" ] }, { @@ -7440,18 +7953,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 22.1ms\n", - "Speed: 3.5ms preprocess, 22.1ms inference, 1.5ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 2 animals, 24.9ms\n", + "Speed: 3.3ms preprocess, 24.9ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 2 animals, 22.1ms\n", - "Speed: 3.2ms preprocess, 22.1ms inference, 1.2ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 25.6ms\n", + "Speed: 8.3ms preprocess, 25.6ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 83%|████████▎ | 707/852 [00:47<00:09, 16.08it/s]" + "\r 83%|████████▎ | 707/852 [00:58<00:09, 15.48it/s]" ] }, { @@ -7459,18 +7972,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 22.1ms\n", - "Speed: 3.0ms preprocess, 22.1ms inference, 1.2ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 2 animals, 24.2ms\n", + "Speed: 4.6ms preprocess, 24.2ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 2 animals, 22.4ms\n", - "Speed: 3.5ms preprocess, 22.4ms inference, 1.2ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 26.3ms\n", + "Speed: 3.0ms preprocess, 26.3ms inference, 2.0ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 83%|████████▎ | 709/852 [00:47<00:08, 16.31it/s]" + "\r 83%|████████▎ | 709/852 [00:58<00:09, 15.06it/s]" ] }, { @@ -7478,18 +7991,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 22.1ms\n", - "Speed: 2.9ms preprocess, 22.1ms inference, 1.2ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 2 animals, 25.2ms\n", + "Speed: 3.2ms preprocess, 25.2ms inference, 1.9ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 2 animals, 22.5ms\n", - "Speed: 3.1ms preprocess, 22.5ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 27.1ms\n", + "Speed: 3.6ms preprocess, 27.1ms inference, 1.4ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 83%|████████▎ | 711/852 [00:47<00:08, 16.26it/s]" + "\r 83%|████████▎ | 711/852 [00:58<00:09, 15.06it/s]" ] }, { @@ -7497,18 +8010,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 22.1ms\n", - "Speed: 2.8ms preprocess, 22.1ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 2 animals, 24.1ms\n", + "Speed: 2.9ms preprocess, 24.1ms inference, 1.4ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 2 animals, 22.1ms\n", - "Speed: 3.0ms preprocess, 22.1ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 28.8ms\n", + "Speed: 2.8ms preprocess, 28.8ms inference, 1.4ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 84%|████████▎ | 713/852 [00:48<00:08, 16.43it/s]" + "\r 84%|████████▎ | 713/852 [00:58<00:09, 15.27it/s]" ] }, { @@ -7516,18 +8029,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 22.0ms\n", - "Speed: 3.0ms preprocess, 22.0ms inference, 1.2ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 2 animals, 24.1ms\n", + "Speed: 4.3ms preprocess, 24.1ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 2 animals, 26.0ms\n", - "Speed: 2.9ms preprocess, 26.0ms inference, 1.5ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 24.3ms\n", + "Speed: 3.8ms preprocess, 24.3ms inference, 1.4ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 84%|████████▍ | 715/852 [00:48<00:08, 16.49it/s]" + "\r 84%|████████▍ | 715/852 [00:58<00:08, 15.53it/s]" ] }, { @@ -7535,18 +8048,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 23.1ms\n", - "Speed: 3.3ms preprocess, 23.1ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 2 animals, 23.9ms\n", + "Speed: 3.0ms preprocess, 23.9ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 2 animals, 24.2ms\n", - "Speed: 3.0ms preprocess, 24.2ms inference, 2.1ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 23.8ms\n", + "Speed: 3.0ms preprocess, 23.8ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 84%|████████▍ | 717/852 [00:48<00:08, 16.43it/s]" + "\r 84%|████████▍ | 717/852 [00:59<00:08, 15.81it/s]" ] }, { @@ -7554,18 +8067,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 23.4ms\n", - "Speed: 4.6ms preprocess, 23.4ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 2 animals, 23.7ms\n", + "Speed: 3.1ms preprocess, 23.7ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 2 animals, 24.8ms\n", - "Speed: 3.4ms preprocess, 24.8ms inference, 1.5ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 23.7ms\n", + "Speed: 3.1ms preprocess, 23.7ms inference, 1.4ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 84%|████████▍ | 719/852 [00:48<00:08, 16.23it/s]" + "\r 84%|████████▍ | 719/852 [00:59<00:08, 16.06it/s]" ] }, { @@ -7573,18 +8086,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 23.5ms\n", - "Speed: 3.8ms preprocess, 23.5ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 2 animals, 23.1ms\n", + "Speed: 4.6ms preprocess, 23.1ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 2 animals, 26.2ms\n", - "Speed: 5.4ms preprocess, 26.2ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 24.2ms\n", + "Speed: 3.6ms preprocess, 24.2ms inference, 1.4ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 85%|████████▍ | 721/852 [00:48<00:08, 15.60it/s]" + "\r 85%|████████▍ | 721/852 [00:59<00:08, 15.78it/s]" ] }, { @@ -7592,18 +8105,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 27.7ms\n", - "Speed: 2.9ms preprocess, 27.7ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 2 animals, 23.9ms\n", + "Speed: 3.3ms preprocess, 23.9ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 1 animal, 23.1ms\n", - "Speed: 4.2ms preprocess, 23.1ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 1 animal, 23.5ms\n", + "Speed: 3.2ms preprocess, 23.5ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 85%|████████▍ | 723/852 [00:48<00:08, 15.49it/s]" + "\r 85%|████████▍ | 723/852 [00:59<00:08, 15.69it/s]" ] }, { @@ -7611,18 +8124,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 2 animals, 22.1ms\n", - "Speed: 5.0ms preprocess, 22.1ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 2 animals, 27.0ms\n", + "Speed: 3.4ms preprocess, 27.0ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 2 animals, 22.2ms\n", - "Speed: 4.0ms preprocess, 22.2ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 2 animals, 26.3ms\n", + "Speed: 3.7ms preprocess, 26.3ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 85%|████████▌ | 725/852 [00:48<00:08, 15.43it/s]" + "\r 85%|████████▌ | 725/852 [00:59<00:08, 15.49it/s]" ] }, { @@ -7630,18 +8143,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 1 animal, 21.5ms\n", - "Speed: 2.7ms preprocess, 21.5ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 1 animal, 23.1ms\n", + "Speed: 3.0ms preprocess, 23.1ms inference, 1.4ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 1 animal, 27.8ms\n", - "Speed: 3.0ms preprocess, 27.8ms inference, 2.3ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 1 animal, 23.2ms\n", + "Speed: 3.1ms preprocess, 23.2ms inference, 1.5ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 85%|████████▌ | 727/852 [00:48<00:07, 15.79it/s]" + "\r 85%|████████▌ | 727/852 [00:59<00:07, 15.69it/s]" ] }, { @@ -7649,18 +8162,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 1 animal, 23.0ms\n", - "Speed: 2.8ms preprocess, 23.0ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 1 animal, 23.1ms\n", + "Speed: 3.4ms preprocess, 23.1ms inference, 1.4ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 1 animal, 23.2ms\n", - "Speed: 2.9ms preprocess, 23.2ms inference, 1.4ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 1 animal, 23.1ms\n", + "Speed: 3.3ms preprocess, 23.1ms inference, 2.0ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 86%|████████▌ | 729/852 [00:49<00:07, 16.36it/s]" + "\r 86%|████████▌ | 729/852 [00:59<00:07, 15.83it/s]" ] }, { @@ -7668,18 +8181,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 1 animal, 21.7ms\n", - "Speed: 3.0ms preprocess, 21.7ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 1 animal, 39.6ms\n", + "Speed: 3.0ms preprocess, 39.6ms inference, 2.4ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 1 animal, 22.1ms\n", - "Speed: 3.4ms preprocess, 22.1ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 1 animal, 23.0ms\n", + "Speed: 3.3ms preprocess, 23.0ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 86%|████████▌ | 731/852 [00:49<00:07, 16.67it/s]" + "\r 86%|████████▌ | 731/852 [00:59<00:07, 15.21it/s]" ] }, { @@ -7687,18 +8200,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 1 animal, 21.5ms\n", - "Speed: 3.8ms preprocess, 21.5ms inference, 1.5ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 1 animal, 23.1ms\n", + "Speed: 3.1ms preprocess, 23.1ms inference, 1.4ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 1 animal, 29.2ms\n", - "Speed: 3.3ms preprocess, 29.2ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 1 animal, 23.0ms\n", + "Speed: 2.8ms preprocess, 23.0ms inference, 2.1ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 86%|████████▌ | 733/852 [00:49<00:07, 16.22it/s]" + "\r 86%|████████▌ | 733/852 [01:00<00:07, 15.39it/s]" ] }, { @@ -7706,18 +8219,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 1 animal, 28.1ms\n", - "Speed: 3.4ms preprocess, 28.1ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 1 animal, 23.1ms\n", + "Speed: 3.1ms preprocess, 23.1ms inference, 1.4ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 1 animal, 21.5ms\n", - "Speed: 4.5ms preprocess, 21.5ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 1 animal, 23.2ms\n", + "Speed: 3.3ms preprocess, 23.2ms inference, 1.4ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 86%|████████▋ | 735/852 [00:49<00:07, 15.97it/s]" + "\r 86%|████████▋ | 735/852 [01:00<00:07, 15.58it/s]" ] }, { @@ -7725,18 +8238,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 1 animal, 25.6ms\n", - "Speed: 3.0ms preprocess, 25.6ms inference, 1.4ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 1 animal, 23.1ms\n", + "Speed: 4.0ms preprocess, 23.1ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 1 animal, 21.6ms\n", - "Speed: 3.6ms preprocess, 21.6ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 1 animal, 23.1ms\n", + "Speed: 3.6ms preprocess, 23.1ms inference, 1.9ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 87%|████████▋ | 737/852 [00:49<00:07, 15.71it/s]" + "\r 87%|████████▋ | 737/852 [01:00<00:07, 15.64it/s]" ] }, { @@ -7744,18 +8257,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 1 animal, 21.2ms\n", - "Speed: 2.8ms preprocess, 21.2ms inference, 2.0ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 1 animal, 27.6ms\n", + "Speed: 3.3ms preprocess, 27.6ms inference, 1.9ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 1 animal, 21.8ms\n", - "Speed: 3.1ms preprocess, 21.8ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 1 animal, 25.3ms\n", + "Speed: 3.3ms preprocess, 25.3ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 87%|████████▋ | 739/852 [00:49<00:06, 16.19it/s]" + "\r 87%|████████▋ | 739/852 [01:00<00:07, 15.27it/s]" ] }, { @@ -7763,18 +8276,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 1 animal, 21.2ms\n", - "Speed: 2.7ms preprocess, 21.2ms inference, 1.2ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 1 animal, 34.2ms\n", + "Speed: 3.5ms preprocess, 34.2ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 1 animal, 21.8ms\n", - "Speed: 3.0ms preprocess, 21.8ms inference, 1.9ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 1 animal, 23.1ms\n", + "Speed: 3.3ms preprocess, 23.1ms inference, 1.4ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 87%|████████▋ | 741/852 [00:49<00:06, 16.45it/s]" + "\r 87%|████████▋ | 741/852 [01:00<00:07, 15.01it/s]" ] }, { @@ -7782,18 +8295,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 1 animal, 23.2ms\n", - "Speed: 2.8ms preprocess, 23.2ms inference, 1.2ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 1 animal, 23.1ms\n", + "Speed: 2.9ms preprocess, 23.1ms inference, 1.5ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 1 animal, 21.2ms\n", - "Speed: 3.0ms preprocess, 21.2ms inference, 1.2ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 1 animal, 23.4ms\n", + "Speed: 3.8ms preprocess, 23.4ms inference, 1.5ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 87%|████████▋ | 743/852 [00:49<00:06, 16.91it/s]" + "\r 87%|████████▋ | 743/852 [01:00<00:07, 15.38it/s]" ] }, { @@ -7801,18 +8314,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 1 animal, 24.0ms\n", - "Speed: 2.8ms preprocess, 24.0ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 1 animal, 22.9ms\n", + "Speed: 3.3ms preprocess, 22.9ms inference, 1.4ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 1 animal, 23.9ms\n", - "Speed: 3.0ms preprocess, 23.9ms inference, 1.2ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 1 animal, 22.4ms\n", + "Speed: 2.9ms preprocess, 22.4ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 87%|████████▋ | 745/852 [00:50<00:06, 16.81it/s]" + "\r 87%|████████▋ | 745/852 [01:00<00:06, 15.65it/s]" ] }, { @@ -7820,18 +8333,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 1 animal, 21.7ms\n", - "Speed: 8.1ms preprocess, 21.7ms inference, 1.2ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 1 animal, 22.3ms\n", + "Speed: 3.2ms preprocess, 22.3ms inference, 1.4ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 1 animal, 21.2ms\n", - "Speed: 3.4ms preprocess, 21.2ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 1 animal, 22.3ms\n", + "Speed: 3.4ms preprocess, 22.3ms inference, 1.5ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 88%|████████▊ | 747/852 [00:50<00:06, 16.87it/s]" + "\r 88%|████████▊ | 747/852 [01:00<00:06, 15.48it/s]" ] }, { @@ -7839,18 +8352,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 1 animal, 21.2ms\n", - "Speed: 3.1ms preprocess, 21.2ms inference, 1.2ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 1 animal, 22.1ms\n", + "Speed: 3.2ms preprocess, 22.1ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 1 animal, 24.5ms\n", - "Speed: 2.9ms preprocess, 24.5ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 1 animal, 22.0ms\n", + "Speed: 3.2ms preprocess, 22.0ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 88%|████████▊ | 749/852 [00:50<00:06, 16.77it/s]" + "\r 88%|████████▊ | 749/852 [01:01<00:06, 15.95it/s]" ] }, { @@ -7858,18 +8371,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 1 animal, 27.8ms\n", - "Speed: 3.7ms preprocess, 27.8ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 1 animal, 21.8ms\n", + "Speed: 3.1ms preprocess, 21.8ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 1 animal, 24.6ms\n", - "Speed: 4.2ms preprocess, 24.6ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 1 animal, 22.0ms\n", + "Speed: 3.5ms preprocess, 22.0ms inference, 1.4ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 88%|████████▊ | 751/852 [00:50<00:06, 16.07it/s]" + "\r 88%|████████▊ | 751/852 [01:01<00:06, 16.10it/s]" ] }, { @@ -7877,18 +8390,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 1 animal, 22.9ms\n", - "Speed: 2.6ms preprocess, 22.9ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 1 animal, 21.9ms\n", + "Speed: 4.0ms preprocess, 21.9ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 1 animal, 21.5ms\n", - "Speed: 3.0ms preprocess, 21.5ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 1 animal, 26.0ms\n", + "Speed: 3.2ms preprocess, 26.0ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 88%|████████▊ | 753/852 [00:50<00:06, 15.85it/s]" + "\r 88%|████████▊ | 753/852 [01:01<00:06, 16.30it/s]" ] }, { @@ -7896,18 +8409,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 1 animal, 23.2ms\n", - "Speed: 4.5ms preprocess, 23.2ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 1 animal, 26.3ms\n", + "Speed: 3.8ms preprocess, 26.3ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 1 animal, 29.9ms\n", - "Speed: 3.4ms preprocess, 29.9ms inference, 2.1ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 1 animal, 24.9ms\n", + "Speed: 3.1ms preprocess, 24.9ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 89%|████████▊ | 755/852 [00:50<00:06, 15.30it/s]" + "\r 89%|████████▊ | 755/852 [01:01<00:06, 15.89it/s]" ] }, { @@ -7915,18 +8428,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 1 animal, 23.9ms\n", - "Speed: 6.9ms preprocess, 23.9ms inference, 1.9ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 1 animal, 28.0ms\n", + "Speed: 3.4ms preprocess, 28.0ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 1 animal, 21.9ms\n", - "Speed: 2.8ms preprocess, 21.9ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 1 animal, 23.5ms\n", + "Speed: 3.0ms preprocess, 23.5ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 89%|████████▉ | 757/852 [00:50<00:06, 15.23it/s]" + "\r 89%|████████▉ | 757/852 [01:01<00:06, 15.56it/s]" ] }, { @@ -7934,18 +8447,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 1 animal, 22.8ms\n", - "Speed: 3.0ms preprocess, 22.8ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 1 animal, 22.5ms\n", + "Speed: 3.1ms preprocess, 22.5ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 1 animal, 28.5ms\n", - "Speed: 2.9ms preprocess, 28.5ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 1 animal, 22.4ms\n", + "Speed: 4.3ms preprocess, 22.4ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 89%|████████▉ | 759/852 [00:50<00:06, 14.77it/s]" + "\r 89%|████████▉ | 759/852 [01:01<00:05, 16.04it/s]" ] }, { @@ -7953,18 +8466,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 1 animal, 24.0ms\n", - "Speed: 3.0ms preprocess, 24.0ms inference, 1.9ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 1 animal, 22.1ms\n", + "Speed: 3.8ms preprocess, 22.1ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 1 animal, 29.7ms\n", - "Speed: 3.0ms preprocess, 29.7ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 1 animal, 21.5ms\n", + "Speed: 3.2ms preprocess, 21.5ms inference, 1.4ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 89%|████████▉ | 761/852 [00:51<00:06, 14.58it/s]" + "\r 89%|████████▉ | 761/852 [01:01<00:05, 16.38it/s]" ] }, { @@ -7972,18 +8485,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 1 animal, 27.7ms\n", - "Speed: 3.2ms preprocess, 27.7ms inference, 1.5ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 1 animal, 22.4ms\n", + "Speed: 3.4ms preprocess, 22.4ms inference, 1.9ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 1 animal, 26.0ms\n", - "Speed: 2.9ms preprocess, 26.0ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 1 animal, 24.9ms\n", + "Speed: 3.1ms preprocess, 24.9ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 90%|████████▉ | 763/852 [00:51<00:05, 14.84it/s]" + "\r 90%|████████▉ | 763/852 [01:01<00:05, 16.38it/s]" ] }, { @@ -7991,18 +8504,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 1 animal, 24.6ms\n", - "Speed: 2.9ms preprocess, 24.6ms inference, 5.1ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 1 animal, 20.8ms\n", + "Speed: 3.1ms preprocess, 20.8ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 1 animal, 31.2ms\n", - "Speed: 2.8ms preprocess, 31.2ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 1 animal, 21.3ms\n", + "Speed: 3.5ms preprocess, 21.3ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 90%|████████▉ | 765/852 [00:51<00:06, 14.42it/s]" + "\r 90%|████████▉ | 765/852 [01:02<00:05, 16.78it/s]" ] }, { @@ -8010,18 +8523,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 1 animal, 25.9ms\n", - "Speed: 2.8ms preprocess, 25.9ms inference, 2.1ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 1 animal, 20.8ms\n", + "Speed: 3.8ms preprocess, 20.8ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 1 animal, 34.2ms\n", - "Speed: 3.1ms preprocess, 34.2ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 1 animal, 21.7ms\n", + "Speed: 3.6ms preprocess, 21.7ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 90%|█████████ | 767/852 [00:51<00:05, 14.18it/s]" + "\r 90%|█████████ | 767/852 [01:02<00:05, 16.94it/s]" ] }, { @@ -8029,18 +8542,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 1 animal, 39.2ms\n", - "Speed: 2.8ms preprocess, 39.2ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 1 animal, 20.8ms\n", + "Speed: 3.1ms preprocess, 20.8ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 1 animal, 26.3ms\n", - "Speed: 2.7ms preprocess, 26.3ms inference, 2.2ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 1 animal, 20.8ms\n", + "Speed: 3.1ms preprocess, 20.8ms inference, 1.9ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 90%|█████████ | 769/852 [00:51<00:06, 13.50it/s]" + "\r 90%|█████████ | 769/852 [01:02<00:05, 16.27it/s]" ] }, { @@ -8048,18 +8561,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 1 animal, 25.4ms\n", - "Speed: 3.1ms preprocess, 25.4ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 1 animal, 27.0ms\n", + "Speed: 3.4ms preprocess, 27.0ms inference, 2.1ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 1 animal, 30.3ms\n", - "Speed: 6.2ms preprocess, 30.3ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 1 animal, 23.4ms\n", + "Speed: 3.0ms preprocess, 23.4ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 90%|█████████ | 771/852 [00:51<00:06, 13.31it/s]" + "\r 90%|█████████ | 771/852 [01:02<00:05, 15.82it/s]" ] }, { @@ -8067,18 +8580,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 1 animal, 24.3ms\n", - "Speed: 2.9ms preprocess, 24.3ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 1 animal, 23.8ms\n", + "Speed: 3.2ms preprocess, 23.8ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 1 animal, 24.4ms\n", - "Speed: 5.4ms preprocess, 24.4ms inference, 1.5ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 1 animal, 24.8ms\n", + "Speed: 5.4ms preprocess, 24.8ms inference, 3.6ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 91%|█████████ | 773/852 [00:51<00:05, 13.85it/s]" + "\r 91%|█████████ | 773/852 [01:02<00:05, 15.68it/s]" ] }, { @@ -8086,18 +8599,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 1 animal, 24.7ms\n", - "Speed: 5.0ms preprocess, 24.7ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 1 animal, 24.5ms\n", + "Speed: 3.1ms preprocess, 24.5ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 1 animal, 28.9ms\n", - "Speed: 2.8ms preprocess, 28.9ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 1 animal, 20.7ms\n", + "Speed: 2.9ms preprocess, 20.7ms inference, 1.4ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 91%|█████████ | 775/852 [00:52<00:05, 13.67it/s]" + "\r 91%|█████████ | 775/852 [01:02<00:04, 15.92it/s]" ] }, { @@ -8105,18 +8618,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 1 animal, 24.3ms\n", - "Speed: 4.5ms preprocess, 24.3ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 1 animal, 20.7ms\n", + "Speed: 3.0ms preprocess, 20.7ms inference, 1.4ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 1 animal, 27.5ms\n", - "Speed: 4.3ms preprocess, 27.5ms inference, 2.0ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 1 animal, 21.3ms\n", + "Speed: 3.0ms preprocess, 21.3ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 91%|█████████ | 777/852 [00:52<00:05, 13.94it/s]" + "\r 91%|█████████ | 777/852 [01:02<00:04, 16.50it/s]" ] }, { @@ -8124,18 +8637,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 1 animal, 29.8ms\n", - "Speed: 3.0ms preprocess, 29.8ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 1 animal, 20.9ms\n", + "Speed: 3.0ms preprocess, 20.9ms inference, 1.4ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 1 animal, 30.5ms\n", - "Speed: 3.0ms preprocess, 30.5ms inference, 1.9ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 1 animal, 25.0ms\n", + "Speed: 3.5ms preprocess, 25.0ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 91%|█████████▏| 779/852 [00:52<00:05, 13.30it/s]" + "\r 91%|█████████▏| 779/852 [01:02<00:04, 16.63it/s]" ] }, { @@ -8143,18 +8656,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 1 animal, 37.4ms\n", - "Speed: 2.9ms preprocess, 37.4ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 1 animal, 24.9ms\n", + "Speed: 3.1ms preprocess, 24.9ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 1 animal, 25.1ms\n", - "Speed: 3.3ms preprocess, 25.1ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 1 animal, 21.0ms\n", + "Speed: 3.0ms preprocess, 21.0ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 92%|█████████▏| 781/852 [00:52<00:05, 12.43it/s]" + "\r 92%|█████████▏| 781/852 [01:03<00:04, 16.02it/s]" ] }, { @@ -8162,18 +8675,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 1 animal, 25.1ms\n", - "Speed: 2.8ms preprocess, 25.1ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 1 animal, 21.5ms\n", + "Speed: 3.9ms preprocess, 21.5ms inference, 1.5ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 1 animal, 26.4ms\n", - "Speed: 2.9ms preprocess, 26.4ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 1 animal, 20.9ms\n", + "Speed: 6.5ms preprocess, 20.9ms inference, 1.5ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 92%|█████████▏| 783/852 [00:52<00:05, 13.27it/s]" + "\r 92%|█████████▏| 783/852 [01:03<00:04, 16.30it/s]" ] }, { @@ -8181,18 +8694,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 1 animal, 28.5ms\n", - "Speed: 2.7ms preprocess, 28.5ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 1 animal, 20.7ms\n", + "Speed: 3.3ms preprocess, 20.7ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 1 animal, 25.9ms\n", - "Speed: 6.5ms preprocess, 25.9ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 1 animal, 20.8ms\n", + "Speed: 3.0ms preprocess, 20.8ms inference, 1.4ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 92%|█████████▏| 785/852 [00:52<00:04, 13.50it/s]" + "\r 92%|█████████▏| 785/852 [01:03<00:04, 16.43it/s]" ] }, { @@ -8200,18 +8713,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 1 animal, 26.0ms\n", - "Speed: 3.1ms preprocess, 26.0ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 1 animal, 23.8ms\n", + "Speed: 2.8ms preprocess, 23.8ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 1 animal, 25.9ms\n", - "Speed: 3.0ms preprocess, 25.9ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 1 animal, 23.8ms\n", + "Speed: 3.1ms preprocess, 23.8ms inference, 1.9ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 92%|█████████▏| 787/852 [00:52<00:04, 14.25it/s]" + "\r 92%|█████████▏| 787/852 [01:03<00:04, 16.09it/s]" ] }, { @@ -8219,18 +8732,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 1 animal, 25.9ms\n", - "Speed: 3.0ms preprocess, 25.9ms inference, 1.5ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 1 animal, 26.2ms\n", + "Speed: 3.6ms preprocess, 26.2ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 1 animal, 25.6ms\n", - "Speed: 3.1ms preprocess, 25.6ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 1 animal, 23.4ms\n", + "Speed: 3.3ms preprocess, 23.4ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 93%|█████████▎| 789/852 [00:53<00:04, 14.75it/s]" + "\r 93%|█████████▎| 789/852 [01:03<00:03, 15.76it/s]" ] }, { @@ -8238,18 +8751,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 1 animal, 31.7ms\n", - "Speed: 3.0ms preprocess, 31.7ms inference, 2.1ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 1 animal, 22.0ms\n", + "Speed: 3.2ms preprocess, 22.0ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 1 animal, 25.1ms\n", - "Speed: 3.3ms preprocess, 25.1ms inference, 3.5ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 1 animal, 23.0ms\n", + "Speed: 3.2ms preprocess, 23.0ms inference, 1.4ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 93%|█████████▎| 791/852 [00:53<00:04, 14.45it/s]" + "\r 93%|█████████▎| 791/852 [01:03<00:03, 15.92it/s]" ] }, { @@ -8257,18 +8770,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 1 animal, 35.7ms\n", - "Speed: 3.0ms preprocess, 35.7ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 1 animal, 21.3ms\n", + "Speed: 3.0ms preprocess, 21.3ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 1 animal, 38.8ms\n", - "Speed: 2.9ms preprocess, 38.8ms inference, 6.0ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 1 animal, 21.9ms\n", + "Speed: 3.2ms preprocess, 21.9ms inference, 1.4ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 93%|█████████▎| 793/852 [00:53<00:04, 13.18it/s]" + "\r 93%|█████████▎| 793/852 [01:03<00:03, 16.12it/s]" ] }, { @@ -8276,18 +8789,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 1 animal, 37.1ms\n", - "Speed: 3.2ms preprocess, 37.1ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 1 animal, 22.0ms\n", + "Speed: 3.1ms preprocess, 22.0ms inference, 1.4ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 1 animal, 34.2ms\n", - "Speed: 3.2ms preprocess, 34.2ms inference, 1.5ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 1 animal, 41.5ms\n", + "Speed: 3.5ms preprocess, 41.5ms inference, 2.0ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 93%|█████████▎| 795/852 [00:53<00:04, 12.85it/s]" + "\r 93%|█████████▎| 795/852 [01:03<00:03, 14.86it/s]" ] }, { @@ -8295,18 +8808,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 1 animal, 34.4ms\n", - "Speed: 2.8ms preprocess, 34.4ms inference, 1.9ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 1 animal, 25.9ms\n", + "Speed: 3.0ms preprocess, 25.9ms inference, 2.2ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 1 animal, 25.5ms\n", - "Speed: 4.2ms preprocess, 25.5ms inference, 1.5ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 1 animal, 23.3ms\n", + "Speed: 3.9ms preprocess, 23.3ms inference, 1.4ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 94%|█████████▎| 797/852 [00:53<00:04, 12.99it/s]" + "\r 94%|█████████▎| 797/852 [01:04<00:03, 14.89it/s]" ] }, { @@ -8314,18 +8827,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 1 animal, 27.7ms\n", - "Speed: 3.1ms preprocess, 27.7ms inference, 2.1ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 1 animal, 21.9ms\n", + "Speed: 2.9ms preprocess, 21.9ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 1 animal, 26.4ms\n", - "Speed: 2.9ms preprocess, 26.4ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 1 animal, 22.3ms\n", + "Speed: 2.6ms preprocess, 22.3ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 94%|█████████▍| 799/852 [00:53<00:04, 12.96it/s]" + "\r 94%|█████████▍| 799/852 [01:04<00:03, 15.30it/s]" ] }, { @@ -8333,18 +8846,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 1 animal, 25.4ms\n", - "Speed: 3.0ms preprocess, 25.4ms inference, 2.1ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 1 animal, 22.3ms\n", + "Speed: 3.2ms preprocess, 22.3ms inference, 1.4ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 1 animal, 25.3ms\n", - "Speed: 3.1ms preprocess, 25.3ms inference, 1.9ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 1 animal, 23.0ms\n", + "Speed: 4.9ms preprocess, 23.0ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 94%|█████████▍| 801/852 [00:54<00:03, 13.52it/s]" + "\r 94%|█████████▍| 801/852 [01:04<00:03, 15.07it/s]" ] }, { @@ -8352,18 +8865,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 1 animal, 22.3ms\n", - "Speed: 2.9ms preprocess, 22.3ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 1 animal, 29.6ms\n", + "Speed: 4.3ms preprocess, 29.6ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 1 animal, 22.3ms\n", - "Speed: 3.2ms preprocess, 22.3ms inference, 2.8ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 1 animal, 23.5ms\n", + "Speed: 4.3ms preprocess, 23.5ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 94%|█████████▍| 803/852 [00:54<00:03, 14.41it/s]" + "\r 94%|█████████▍| 803/852 [01:04<00:03, 14.86it/s]" ] }, { @@ -8371,18 +8884,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 1 animal, 29.9ms\n", - "Speed: 2.9ms preprocess, 29.9ms inference, 1.9ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 1 animal, 22.5ms\n", + "Speed: 6.0ms preprocess, 22.5ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 1 animal, 24.2ms\n", - "Speed: 2.9ms preprocess, 24.2ms inference, 2.1ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 1 animal, 23.1ms\n", + "Speed: 4.5ms preprocess, 23.1ms inference, 1.4ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 94%|█████████▍| 805/852 [00:54<00:03, 13.60it/s]" + "\r 94%|█████████▍| 805/852 [01:04<00:03, 14.49it/s]" ] }, { @@ -8390,18 +8903,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 1 animal, 41.4ms\n", - "Speed: 5.1ms preprocess, 41.4ms inference, 4.0ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 1 animal, 22.7ms\n", + "Speed: 2.9ms preprocess, 22.7ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 1 animal, 32.0ms\n", - "Speed: 6.3ms preprocess, 32.0ms inference, 1.9ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 1 animal, 22.7ms\n", + "Speed: 3.6ms preprocess, 22.7ms inference, 1.4ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 95%|█████████▍| 807/852 [00:54<00:03, 12.52it/s]" + "\r 95%|█████████▍| 807/852 [01:04<00:02, 15.19it/s]" ] }, { @@ -8409,18 +8922,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 1 animal, 34.3ms\n", - "Speed: 3.2ms preprocess, 34.3ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 1 animal, 22.7ms\n", + "Speed: 3.0ms preprocess, 22.7ms inference, 1.4ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 1 animal, 30.8ms\n", - "Speed: 3.2ms preprocess, 30.8ms inference, 1.9ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 1 animal, 22.9ms\n", + "Speed: 4.1ms preprocess, 22.9ms inference, 1.9ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 95%|█████████▍| 809/852 [00:54<00:03, 12.52it/s]" + "\r 95%|█████████▍| 809/852 [01:04<00:02, 15.39it/s]" ] }, { @@ -8428,18 +8941,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 1 animal, 26.6ms\n", - "Speed: 3.1ms preprocess, 26.6ms inference, 4.1ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 1 animal, 27.2ms\n", + "Speed: 3.4ms preprocess, 27.2ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 1 animal, 25.8ms\n", - "Speed: 4.7ms preprocess, 25.8ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 1 animal, 24.9ms\n", + "Speed: 3.7ms preprocess, 24.9ms inference, 2.1ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 95%|█████████▌| 811/852 [00:54<00:03, 12.76it/s]" + "\r 95%|█████████▌| 811/852 [01:05<00:02, 14.95it/s]" ] }, { @@ -8447,18 +8960,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 1 animal, 29.5ms\n", - "Speed: 3.0ms preprocess, 29.5ms inference, 1.9ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 1 animal, 27.8ms\n", + "Speed: 2.9ms preprocess, 27.8ms inference, 1.4ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 1 animal, 24.7ms\n", - "Speed: 2.9ms preprocess, 24.7ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 1 animal, 23.6ms\n", + "Speed: 2.9ms preprocess, 23.6ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 95%|█████████▌| 813/852 [00:54<00:02, 13.29it/s]" + "\r 95%|█████████▌| 813/852 [01:05<00:02, 15.35it/s]" ] }, { @@ -8466,18 +8979,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 1 animal, 24.7ms\n", - "Speed: 2.8ms preprocess, 24.7ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 1 animal, 23.5ms\n", + "Speed: 3.5ms preprocess, 23.5ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 1 animal, 24.7ms\n", - "Speed: 2.8ms preprocess, 24.7ms inference, 1.9ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 1 animal, 24.1ms\n", + "Speed: 4.2ms preprocess, 24.1ms inference, 1.4ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 96%|█████████▌| 815/852 [00:55<00:02, 13.89it/s]" + "\r 96%|█████████▌| 815/852 [01:05<00:02, 15.52it/s]" ] }, { @@ -8485,18 +8998,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 1 animal, 24.7ms\n", - "Speed: 3.1ms preprocess, 24.7ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 1 animal, 27.4ms\n", + "Speed: 3.2ms preprocess, 27.4ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 1 animal, 24.7ms\n", - "Speed: 3.0ms preprocess, 24.7ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 1 animal, 24.5ms\n", + "Speed: 3.0ms preprocess, 24.5ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 96%|█████████▌| 817/852 [00:55<00:02, 14.37it/s]" + "\r 96%|█████████▌| 817/852 [01:05<00:02, 15.34it/s]" ] }, { @@ -8504,18 +9017,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 1 animal, 42.4ms\n", - "Speed: 5.9ms preprocess, 42.4ms inference, 4.1ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 1 animal, 23.4ms\n", + "Speed: 3.0ms preprocess, 23.4ms inference, 1.4ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 1 animal, 39.6ms\n", - "Speed: 5.0ms preprocess, 39.6ms inference, 3.7ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 1 animal, 23.4ms\n", + "Speed: 3.4ms preprocess, 23.4ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 96%|█████████▌| 819/852 [00:55<00:02, 12.55it/s]" + "\r 96%|█████████▌| 819/852 [01:05<00:02, 15.79it/s]" ] }, { @@ -8523,18 +9036,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 1 animal, 42.0ms\n", - "Speed: 3.2ms preprocess, 42.0ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 1 animal, 23.3ms\n", + "Speed: 3.8ms preprocess, 23.3ms inference, 1.5ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 1 animal, 31.7ms\n", - "Speed: 4.8ms preprocess, 31.7ms inference, 4.5ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 1 animal, 22.7ms\n", + "Speed: 3.3ms preprocess, 22.7ms inference, 1.4ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 96%|█████████▋| 821/852 [00:55<00:02, 12.14it/s]" + "\r 96%|█████████▋| 821/852 [01:05<00:01, 16.03it/s]" ] }, { @@ -8542,18 +9055,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 1 animal, 25.5ms\n", - "Speed: 2.9ms preprocess, 25.5ms inference, 1.9ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 1 animal, 22.7ms\n", + "Speed: 2.9ms preprocess, 22.7ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 1 animal, 25.7ms\n", - "Speed: 3.0ms preprocess, 25.7ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 1 animal, 22.8ms\n", + "Speed: 3.1ms preprocess, 22.8ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 97%|█████████▋| 823/852 [00:55<00:02, 13.02it/s]" + "\r 97%|█████████▋| 823/852 [01:05<00:01, 16.29it/s]" ] }, { @@ -8561,18 +9074,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 1 animal, 25.9ms\n", - "Speed: 2.9ms preprocess, 25.9ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 1 animal, 23.6ms\n", + "Speed: 3.6ms preprocess, 23.6ms inference, 1.4ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 1 animal, 26.3ms\n", - "Speed: 3.3ms preprocess, 26.3ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 1 animal, 22.8ms\n", + "Speed: 2.8ms preprocess, 22.8ms inference, 1.5ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 97%|█████████▋| 825/852 [00:55<00:01, 13.54it/s]" + "\r 97%|█████████▋| 825/852 [01:05<00:01, 16.30it/s]" ] }, { @@ -8580,18 +9093,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 1 animal, 25.7ms\n", - "Speed: 2.9ms preprocess, 25.7ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 1 animal, 23.4ms\n", + "Speed: 2.9ms preprocess, 23.4ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 1 animal, 25.1ms\n", - "Speed: 2.9ms preprocess, 25.1ms inference, 1.9ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 1 animal, 22.7ms\n", + "Speed: 3.7ms preprocess, 22.7ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 97%|█████████▋| 827/852 [00:55<00:01, 14.32it/s]" + "\r 97%|█████████▋| 827/852 [01:05<00:01, 16.60it/s]" ] }, { @@ -8599,18 +9112,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 1 animal, 25.1ms\n", - "Speed: 2.8ms preprocess, 25.1ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 1 animal, 23.0ms\n", + "Speed: 3.4ms preprocess, 23.0ms inference, 1.5ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 1 animal, 25.3ms\n", - "Speed: 2.8ms preprocess, 25.3ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 1 animal, 33.7ms\n", + "Speed: 4.3ms preprocess, 33.7ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 97%|█████████▋| 829/852 [00:56<00:01, 14.39it/s]" + "\r 97%|█████████▋| 829/852 [01:06<00:01, 15.79it/s]" ] }, { @@ -8618,18 +9131,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 1 animal, 23.4ms\n", - "Speed: 2.9ms preprocess, 23.4ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 1 animal, 22.8ms\n", + "Speed: 3.1ms preprocess, 22.8ms inference, 1.5ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 1 animal, 29.5ms\n", - "Speed: 2.9ms preprocess, 29.5ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 1 animal, 22.9ms\n", + "Speed: 3.1ms preprocess, 22.9ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 98%|█████████▊| 831/852 [00:56<00:01, 14.65it/s]" + "\r 98%|█████████▊| 831/852 [01:06<00:01, 15.95it/s]" ] }, { @@ -8637,18 +9150,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 1 animal, 33.9ms\n", - "Speed: 5.3ms preprocess, 33.9ms inference, 4.3ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 1 animal, 24.4ms\n", + "Speed: 4.3ms preprocess, 24.4ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 1 animal, 35.1ms\n", - "Speed: 6.8ms preprocess, 35.1ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 1 animal, 29.6ms\n", + "Speed: 3.3ms preprocess, 29.6ms inference, 1.9ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 98%|█████████▊| 833/852 [00:56<00:01, 13.37it/s]" + "\r 98%|█████████▊| 833/852 [01:06<00:01, 15.65it/s]" ] }, { @@ -8656,18 +9169,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 1 animal, 31.8ms\n", - "Speed: 3.1ms preprocess, 31.8ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 1 animal, 23.9ms\n", + "Speed: 3.1ms preprocess, 23.9ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 1 animal, 29.7ms\n", - "Speed: 4.7ms preprocess, 29.7ms inference, 1.6ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 1 animal, 27.8ms\n", + "Speed: 3.0ms preprocess, 27.8ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 98%|█████████▊| 835/852 [00:56<00:01, 12.92it/s]" + "\r 98%|█████████▊| 835/852 [01:06<00:01, 15.05it/s]" ] }, { @@ -8675,18 +9188,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 1 animal, 25.5ms\n", - "Speed: 3.4ms preprocess, 25.5ms inference, 1.9ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 1 animal, 24.7ms\n", + "Speed: 3.0ms preprocess, 24.7ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 1 animal, 40.8ms\n", - "Speed: 4.4ms preprocess, 40.8ms inference, 2.1ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 1 animal, 22.8ms\n", + "Speed: 3.9ms preprocess, 22.8ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 98%|█████████▊| 837/852 [00:56<00:01, 12.83it/s]" + "\r 98%|█████████▊| 837/852 [01:06<00:00, 15.35it/s]" ] }, { @@ -8694,18 +9207,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 1 animal, 27.7ms\n", - "Speed: 3.1ms preprocess, 27.7ms inference, 2.4ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 1 animal, 22.8ms\n", + "Speed: 3.3ms preprocess, 22.8ms inference, 1.4ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 1 animal, 23.6ms\n", - "Speed: 3.2ms preprocess, 23.6ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 1 animal, 22.8ms\n", + "Speed: 3.3ms preprocess, 22.8ms inference, 1.5ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 98%|█████████▊| 839/852 [00:56<00:00, 13.70it/s]" + "\r 98%|█████████▊| 839/852 [01:06<00:00, 15.74it/s]" ] }, { @@ -8713,18 +9226,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 1 animal, 27.5ms\n", - "Speed: 2.9ms preprocess, 27.5ms inference, 2.0ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 1 animal, 21.5ms\n", + "Speed: 3.2ms preprocess, 21.5ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 1 animal, 29.5ms\n", - "Speed: 3.9ms preprocess, 29.5ms inference, 3.0ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 1 animal, 21.3ms\n", + "Speed: 3.1ms preprocess, 21.3ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 99%|█████████▊| 841/852 [00:57<00:00, 13.46it/s]" + "\r 99%|█████████▊| 841/852 [01:06<00:00, 15.97it/s]" ] }, { @@ -8732,18 +9245,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 1 animal, 28.0ms\n", - "Speed: 5.1ms preprocess, 28.0ms inference, 3.7ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 1 animal, 21.1ms\n", + "Speed: 2.9ms preprocess, 21.1ms inference, 1.3ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 1 animal, 31.7ms\n", - "Speed: 4.1ms preprocess, 31.7ms inference, 2.0ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 1 animal, 20.8ms\n", + "Speed: 3.0ms preprocess, 20.8ms inference, 1.5ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 99%|█████████▉| 843/852 [00:57<00:00, 13.39it/s]" + "\r 99%|█████████▉| 843/852 [01:06<00:00, 16.30it/s]" ] }, { @@ -8751,18 +9264,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 1 animal, 37.0ms\n", - "Speed: 4.6ms preprocess, 37.0ms inference, 2.9ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 1 animal, 22.0ms\n", + "Speed: 3.0ms preprocess, 22.0ms inference, 1.4ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 1 animal, 36.4ms\n", - "Speed: 3.2ms preprocess, 36.4ms inference, 2.2ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 1 animal, 25.1ms\n", + "Speed: 5.1ms preprocess, 25.1ms inference, 2.1ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 99%|█████████▉| 845/852 [00:57<00:00, 12.99it/s]" + "\r 99%|█████████▉| 845/852 [01:07<00:00, 15.88it/s]" ] }, { @@ -8770,18 +9283,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 1 animal, 30.7ms\n", - "Speed: 2.9ms preprocess, 30.7ms inference, 1.9ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 1 animal, 24.6ms\n", + "Speed: 3.0ms preprocess, 24.6ms inference, 2.6ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 1 animal, 33.7ms\n", - "Speed: 2.7ms preprocess, 33.7ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 1 animal, 24.5ms\n", + "Speed: 3.0ms preprocess, 24.5ms inference, 2.0ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r 99%|█████████▉| 847/852 [00:57<00:00, 13.23it/s]" + "\r 99%|█████████▉| 847/852 [01:07<00:00, 15.36it/s]" ] }, { @@ -8789,18 +9302,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 1 animal, 27.3ms\n", - "Speed: 6.8ms preprocess, 27.3ms inference, 2.5ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 1 animal, 35.1ms\n", + "Speed: 7.0ms preprocess, 35.1ms inference, 3.9ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 1 animal, 32.5ms\n", - "Speed: 2.8ms preprocess, 32.5ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 1 animal, 27.5ms\n", + "Speed: 5.0ms preprocess, 27.5ms inference, 2.0ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "\r100%|█████████▉| 849/852 [00:57<00:00, 13.40it/s]" + "\r100%|█████████▉| 849/852 [01:07<00:00, 14.36it/s]" ] }, { @@ -8808,18 +9321,18 @@ "name": "stdout", "text": [ "\n", - "0: 384x640 1 animal, 33.0ms\n", - "Speed: 3.3ms preprocess, 33.0ms inference, 7.5ms postprocess per image at shape (1, 3, 384, 640)\n", + "0: 384x640 1 animal, 34.6ms\n", + "Speed: 3.2ms preprocess, 34.6ms inference, 1.7ms postprocess per image at shape (1, 3, 384, 640)\n", "\n", - "0: 384x640 1 animal, 30.5ms\n", - "Speed: 3.9ms preprocess, 30.5ms inference, 2.9ms postprocess per image at shape (1, 3, 384, 640)\n" + "0: 384x640 1 animal, 39.5ms\n", + "Speed: 3.5ms preprocess, 39.5ms inference, 1.8ms postprocess per image at shape (1, 3, 384, 640)\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ - "100%|█████████▉| 851/852 [00:57<00:00, 14.72it/s]\n" + "100%|█████████▉| 851/852 [01:07<00:00, 12.59it/s]\n" ] } ] @@ -8906,16 +9419,16 @@ "base_uri": "https://localhost:8080/" }, "cellView": "form", - "outputId": "30e386f2-04a4-495b-8540-20e6380e0b27" + "outputId": "2119ad81-2d81-47cf-8d61-8dcddf3d0775" }, - "execution_count": null, + "execution_count": 8, "outputs": [ { "output_type": "stream", "name": "stdout", "text": [ "Creating zip file from `frames` folder\n", - "852it [00:19, 43.96it/s]\n", + "852it [00:20, 42.27it/s]\n", "Done. Please find 'frames.zip' in the left sidebar.\n" ] } From 5f3e2df8ae04ca6cb9dde399f3621c3239b10468 Mon Sep 17 00:00:00 2001 From: Horace Lee <166745230+horaceleedev@users.noreply.github.com> Date: Tue, 10 Dec 2024 18:35:09 +0000 Subject: [PATCH 2/2] Add gif to README --- README.md | 2 ++ tracks.gif | Bin 0 -> 10968295 bytes 2 files changed, 2 insertions(+) create mode 100644 tracks.gif diff --git a/README.md b/README.md index 9d9aa9f..ff24366 100644 --- a/README.md +++ b/README.md @@ -1,5 +1,7 @@ # Follow Things Around v2 beta +Animal track predictions from Follow Things Around v2 on a panther video + **[Follow Things Around](https://www.robots.ox.ac.uk/~vgg/software/follow-things-around/) is a program for easily detecting and tracking animals in videos, no programming skills required.** You can open this notebook in Google Colab using the button below: diff --git a/tracks.gif b/tracks.gif new file mode 100644 index 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