sku110k-densedet

SKU110K-DenseDet

Input

(Image from https://github.com/eg4000/SKU110K_CVPR19)

Shape : (1, 3, 2560, 2560)

Output

• det_bboxes shape : (n, 5)
• det_labels shape : (n,)

Usage

Automatically downloads the onnx and prototxt files on the first run. It is necessary to be connected to the Internet while downloading.

For the sample image,

$ python3 sku110k-densedet.py

If you want to specify the input image, put the image path after the --input option.
You can use --savepath option to change the name of the output file to save.

$ python3 sku110k-densedet.py --input IMAGE_PATH --savepath SAVE_IMAGE_PATH

By adding the --video option, you can input the video.
If you pass 0 as an argument to VIDEO_PATH, you can use the webcam input instead of the video file.

$ python3 sku110k-densedet.py --video VIDEO_PATH

Reference

• SKU110K-DenseDet

Framework

Pytorch

Model Format

ONNX opset=11

Netron

DenseDet.onnx.prototxt