diff --git a/.gitignore b/.gitignore
index 7a3d5cb..f7ac53b 100644
--- a/.gitignore
+++ b/.gitignore
@@ -6,3 +6,4 @@ _build
start_jupyter_lab.bat
start_myst_start.bat
+thumbnail.gif
diff --git a/03_Results.md b/03_Results.md
index 972284a..9a9317a 100644
--- a/03_Results.md
+++ b/03_Results.md
@@ -124,7 +124,7 @@ The segmentation results of Swin-UNet show a slight lack of edge detail, with so
## TEM Video Tracking
-```{figure} #app:fig6
+```{figure} #app:fig6-3
:name: BJo1hhWS1b
:align: center
:width: 100%
diff --git a/banner.png b/banner.png
new file mode 100644
index 0000000..08c8ec1
Binary files /dev/null and b/banner.png differ
diff --git a/myst.yml b/myst.yml
index 0cd8b54..b4ac271 100644
--- a/myst.yml
+++ b/myst.yml
@@ -3,7 +3,7 @@ version: 1
project:
id: msa-em-microscopy-seg-track-1
title: 'Deep Learning Applications in Microscopy: Segmentation and Tracking'
- description: ...
+ description: Comparative analysis of recent CV models in microscopic image segmentation (including EfficientSAM-tiny, YOLOv8n-seg, Swin-UNet, and VMamba). Integration of EfficientSAM-tiny and DeAOT for video tracking in high-temperature sintering processes under a microscope.
short_title: Microscopy Segment Track
keywords:
- Deep learning
@@ -43,14 +43,16 @@ project:
- id: yifeiduan
name: 'Yifei Duan #'
equal_contributor: true
- email: yifeid@seas.upenn.edu
- orcid: 0000-0000-0000-0000
+ email: yifeid@alumni.upenn.edu
+ # https://orcid.org/
+ orcid: 0009-0001-4593-921X
affiliations:
- id: upennmse
department: Department of Materials Science and Engineering
institution: University of Pennsylvania
address: 3231 Walnut Street, Philadelphia, Pennsylvania, USA, 19104
- ror: 00b30xv10 # https://ror.org/00b30xv10
+ # https://ror.org/00b30xv10
+ ror: 00b30xv10
roles:
# https://credit.niso.org/
- Conceptualization
@@ -67,7 +69,7 @@ project:
name: 'Yifan Duan #'
equal_contributor: true
email: ivanduan@berkeley.edu
- orcid: 0000-0000-0000-0000
+ orcid: 0009-0008-2922-3028
affiliations:
- id: berkeleymse
department: Department of Materials Science and Engineering
@@ -87,7 +89,7 @@ project:
- id: zequnhe
name: Zequn He
email: hezequn@seas.upenn.edu
- orcid: 0000-0000-0000-0000
+ orcid: 0000-0002-8565-0170
affiliations:
- id: upennmeam
department: A Department of the School of Engineering and Applied Science
@@ -101,7 +103,7 @@ project:
- id: chengyuchen
name: Cheng-Yu Chen
email: cychen97@seas.upenn.edu
- orcid: 0000-0000-0000-0000
+ orcid: 0000-0000-0000-0000 #TODO#######################################
affiliations:
- id: upennmse
department: Department of Materials Science and Engineering
@@ -115,7 +117,7 @@ project:
name: Eric A. Stach
corresponding: true
email: stach@seas.upenn.edu
- orcid: 0000-0000-0000-0000
+ orcid: 0000-0002-3366-2153
affiliations:
- id: upennmse
department: Department of Materials Science and Engineering
@@ -165,6 +167,6 @@ project:
VRAM: Video Random Access Memory
VSS: Visual State Space
ViT: Vision Transformer
- YOLO: You Only Look Once
+ YOLO: You Only Look Once (Real-Time Object Detection)
site:
template: book-theme
diff --git a/notebooks/fig2.ipynb b/notebooks/fig2.ipynb
index 0a16c88..4292d92 100644
--- a/notebooks/fig2.ipynb
+++ b/notebooks/fig2.ipynb
@@ -1,8 +1,19 @@
{
"cells": [
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "---\n",
+ "title: Select 'Train' or 'Test' to interact with dataset \n",
+ "author: Yifei Duan, Yifan Duan \n",
+ "date: 2024/10/02 \n",
+ "---"
+ ]
+ },
{
"cell_type": "code",
- "execution_count": null,
+ "execution_count": 1,
"metadata": {
"iooxa": {
"id": {
@@ -18,7 +29,47 @@
},
"tags": []
},
- "outputs": [],
+ "outputs": [
+ {
+ "data": {
+ "application/vnd.jupyter.widget-view+json": {
+ "model_id": "e21c568eb46a428c97991b77c738d3e7",
+ "version_major": 2,
+ "version_minor": 0
+ },
+ "text/plain": [
+ "HBox(children=(VBox(children=(ToggleButtons(description='Dataset:', options=('Train', 'Test'), value='Train'),…"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
+ {
+ "data": {
+ "application/vnd.jupyter.widget-view+json": {
+ "model_id": "9a10727196354df2ab3313f9c7c9d5cc",
+ "version_major": 2,
+ "version_minor": 0
+ },
+ "image/png": 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",
+ "text/html": [
+ "\n",
+ "
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+ "
\n",
+ " Figure\n",
+ "
\n",
+ "
\n",
+ "
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+ " "
+ ],
+ "text/plain": [
+ "Canvas(footer_visible=False, header_visible=False, layout=Layout(height='360px', width='670px'), resizable=Fal…"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
"source": [
"#| label: app:fig2\n",
"\n",
@@ -56,9 +107,15 @@
"images, labels = train_images, train_labels\n",
"\n",
"# Visualization setup\n",
- "fig, ax = plt.subplots(1, 2, figsize=(7, 3.5))\n",
+ "fig, ax = plt.subplots(1, 2, figsize=(6.7,3.5))\n",
"plt.subplots_adjust(left=0.05, bottom=0.20)\n",
- "fig.canvas.header_visible = False # Hide title bar\n",
+ "fig.canvas.resizable = False\n",
+ "fig.canvas.header_visible = False\n",
+ "fig.canvas.footer_visible = False\n",
+ "fig.canvas.toolbar_visible = True\n",
+ "fig.canvas.layout.width = '670px'\n",
+ "fig.canvas.layout.height = \"360px\"\n",
+ "fig.canvas.toolbar_position = 'bottom'\n",
"\n",
"# Initialize with the first image\n",
"image_display = ax[0].imshow(images[0], cmap='gray')\n",
@@ -142,13 +199,6 @@
"# Show the plot\n",
"plt.show()"
]
- },
- {
- "cell_type": "code",
- "execution_count": null,
- "metadata": {},
- "outputs": [],
- "source": []
}
],
"metadata": {
diff --git a/notebooks/fig3.ipynb b/notebooks/fig3.ipynb
index 3f623bb..7e59307 100644
--- a/notebooks/fig3.ipynb
+++ b/notebooks/fig3.ipynb
@@ -1,10 +1,36 @@
{
"cells": [
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "---\n",
+ "title: Interactive train and test loss curves \n",
+ "author: Yifei Duan, Yifan Duan \n",
+ "date: 2024/10/02 \n",
+ "---"
+ ]
+ },
{
"cell_type": "code",
- "execution_count": null,
+ "execution_count": 1,
"metadata": {},
- "outputs": [],
+ "outputs": [
+ {
+ "data": {
+ "application/vnd.jupyter.widget-view+json": {
+ "model_id": "5df57bd449964e649d1e33985dd09e4a",
+ "version_major": 2,
+ "version_minor": 0
+ },
+ "text/plain": [
+ "VBox(children=(ToggleButtons(description='Y-Axis Scale:', options=('Linear', 'Log'), tooltip='Toggle log scali…"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
"source": [
"#| label: app:fig3\n",
"\n",
@@ -34,9 +60,15 @@
" data_dict[model_name] = data\n",
"\n",
"# Create a figure with 2 rows and 2 columns\n",
- "fig, axes = plt.subplots(2, 2, figsize=(7, 7))\n",
+ "fig, axes = plt.subplots(2, 2, figsize=(6.7,)*2)\n",
"plt.subplots_adjust(wspace=0.3, hspace=0.3) # Adjust spacing between subplots\n",
+ "fig.canvas.resizable = False\n",
"fig.canvas.header_visible = False\n",
+ "fig.canvas.footer_visible = False\n",
+ "fig.canvas.toolbar_visible = True\n",
+ "fig.canvas.layout.width = '670px'\n",
+ "fig.canvas.layout.height = \"710px\"\n",
+ "fig.canvas.toolbar_position = 'bottom'\n",
"\n",
"# Flatten the axes array for easy iteration\n",
"axes = axes.flatten()\n",
diff --git a/notebooks/fig4.ipynb b/notebooks/fig4.ipynb
index 8e06b1c..9a2ff7f 100644
--- a/notebooks/fig4.ipynb
+++ b/notebooks/fig4.ipynb
@@ -1,5 +1,16 @@
{
"cells": [
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "---\n",
+ "title: Interactive IoU and Dice coefficients \n",
+ "author: Yifei Duan, Yifan Duan \n",
+ "date: 2024/10/02 \n",
+ "---"
+ ]
+ },
{
"cell_type": "code",
"execution_count": 1,
@@ -8,12 +19,12 @@
{
"data": {
"application/vnd.jupyter.widget-view+json": {
- "model_id": "51a6c526f12c4efcb15e244d2d15c2f7",
+ "model_id": "b335a203c64243d68c9c5a11ed144162",
"version_major": 2,
"version_minor": 0
},
"text/plain": [
- "HBox(children=(Canvas(header_visible=False, toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home',…"
+ "HBox(children=(VBox(children=(Dropdown(description='Metric:', layout=Layout(width='200px'), options=('IoU', 'D…"
]
},
"metadata": {},
@@ -74,8 +85,14 @@
"epochs = np.arange(1, 1001)\n",
"\n",
"# Initialize plotting\n",
- "fig, ax = plt.subplots(figsize=(4, 4))\n",
+ "fig, ax = plt.subplots(figsize=(4,)*2)\n",
+ "fig.canvas.resizable = False\n",
"fig.canvas.header_visible = False\n",
+ "fig.canvas.footer_visible = False\n",
+ "fig.canvas.toolbar_visible = True\n",
+ "fig.canvas.layout.width = '670px'\n",
+ "fig.canvas.layout.height = \"420px\"\n",
+ "fig.canvas.toolbar_position = 'bottom'\n",
"ax.set_xlabel(\"Epoch\")\n",
"ax.set_ylabel(\"Metric\")\n",
"\n",
@@ -159,10 +176,10 @@
" x_axis_scale,\n",
" smoothing_slider,\n",
" widgets.VBox(list(checkboxes.values()))\n",
- "], layout=widgets.Layout(padding='1px', align_items='center', width='310px'))\n",
+ "], layout=widgets.Layout(padding='0px', align_items='flex-start', width='300px'))\n",
"\n",
"# Combine the plot and controls\n",
- "output = widgets.HBox([fig.canvas, controls], layout=widgets.Layout(align_items='flex-start'))\n",
+ "output = widgets.HBox([controls, fig.canvas], layout=widgets.Layout(align_items='flex-start'))\n",
"\n",
"# # Display the layout\n",
"display(output)\n",
@@ -170,13 +187,6 @@
"# Initial plot rendering\n",
"update_plot()\n"
]
- },
- {
- "cell_type": "code",
- "execution_count": null,
- "metadata": {},
- "outputs": [],
- "source": []
}
],
"metadata": {
diff --git a/notebooks/fig5-3.ipynb b/notebooks/fig5-3.ipynb
deleted file mode 100644
index dae132d..0000000
--- a/notebooks/fig5-3.ipynb
+++ /dev/null
@@ -1,124 +0,0 @@
-{
- "cells": [
- {
- "cell_type": "code",
- "execution_count": null,
- "metadata": {},
- "outputs": [],
- "source": [
- "#| label: app:fig5\n",
- "\n",
- "%matplotlib widget\n",
- "\n",
- "import matplotlib.pyplot as plt\n",
- "import matplotlib.image as mpimg\n",
- "import ipywidgets as widgets\n",
- "import numpy as np\n",
- "\n",
- "# # Image and label file paths\n",
- "image_paths = [\n",
- " \"mask/microscope_image.png\",\n",
- " \"mask/ground_truth_mask.png\",\n",
- " \"mask/mask_EfficientSAM_colored.png\",\n",
- " \"mask/mask_yolo_v8.png\",\n",
- " \"mask/mask_Swin_UNet.png\",\n",
- " \"mask/mask_vmamba.png\",\n",
- "]\n",
- "\n",
- "# Labels\n",
- "image_labels = [\n",
- " \"Microscope Image\",\n",
- " \"Ground Truth Mask\",\n",
- " \"EfficientSAM Mask\",\n",
- " \"YOLO v8 Mask\",\n",
- " \"Swin UNet Mask\",\n",
- " \"Vmamba Mask\",\n",
- "]\n",
- "\n",
- "\n",
- "# Indices for grayscale\n",
- "gray_image_indices = [1, 4, 5] # Ground Truth Mask, Swin UNet Mask, and Vmamba Mask\n",
- "\n",
- "# # Create two subplots\n",
- "fig, (ax1, ax2) = plt.subplots(1, 2, figsize=(7, 3.5), gridspec_kw={'width_ratios': [1, 1]}, sharex=True, sharey=True)\n",
- "plt.subplots_adjust(wspace=0.01, hspace=0) # Adjust the spacing\n",
- "\n",
- "# reduce whitespace\n",
- "fig.tight_layout(pad=1.3)\n",
- "\n",
- "# Hide the toolbar and title of the image window\n",
- "fig.canvas.header_visible = False # Hide the title\n",
- "fig.canvas.resizable = False # Disable window resizing\n",
- "\n",
- "# Read the initial image\n",
- "gt_image = mpimg.imread(image_paths[1]) # Ground Truth Mask\n",
- "if 1 in gray_image_indices:\n",
- " if len(gt_image.shape) == 3 and gt_image.shape[2] == 3:\n",
- " gt_image = np.dot(gt_image[..., :3], [0.2989, 0.5870, 0.1140])\n",
- "gt_img_display = ax1.imshow(gt_image, cmap='gray') # display in grayscale\n",
- "ax1.axis('off') # Turn off the axis\n",
- "ax1.set_title('Ground Truth Mask', fontsize=14)\n",
- "\n",
- "# Initially display the first image\n",
- "initial_image = mpimg.imread(image_paths[0])\n",
- "right_img_display = ax2.imshow(initial_image) # # Display in color\n",
- "ax2.axis('off')\n",
- "right_title = ax2.set_title(image_labels[0], fontsize=14)\n",
- "\n",
- "# The update function\n",
- "def update_image(button_index):\n",
- " img = mpimg.imread(image_paths[button_index]) # Read the new image\n",
- " if button_index in gray_image_indices:\n",
- " # Check if the image is three-channel\n",
- " if len(img.shape) == 3 and img.shape[2] == 3:\n",
- " img = np.dot(img[..., :3], [0.2989, 0.5870, 0.1140]) # Convert RGB to grayscale\n",
- " right_img_display.set_data(img) # Update right image\n",
- " right_img_display.set_cmap('gray') # Set color mapping to grayscale\n",
- " else:\n",
- " right_img_display.set_data(img) # Directly display color images\n",
- " right_img_display.set_cmap(None) # Reset color mapping\n",
- " right_title.set_text(image_labels[button_index]) # Update right title\n",
- " fig.canvas.draw_idle() # Redraw the canvas\n",
- "\n",
- "# buttons\n",
- "buttons = []\n",
- "for i, label in enumerate(image_labels):\n",
- " button = widgets.Button(description=label)\n",
- " button.on_click(lambda b, idx=i: update_image(idx)) # Bind click events to each button\n",
- " buttons.append(button)\n",
- "\n",
- "# Display buttons and image\n",
- "button_box = widgets.HBox(buttons)\n",
- "display(button_box)"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": null,
- "metadata": {},
- "outputs": [],
- "source": []
- }
- ],
- "metadata": {
- "kernelspec": {
- "display_name": "Python 3 (ipykernel)",
- "language": "python",
- "name": "python3"
- },
- "language_info": {
- "codemirror_mode": {
- "name": "ipython",
- "version": 3
- },
- "file_extension": ".py",
- "mimetype": "text/x-python",
- "name": "python",
- "nbconvert_exporter": "python",
- "pygments_lexer": "ipython3",
- "version": "3.10.14"
- }
- },
- "nbformat": 4,
- "nbformat_minor": 4
-}
diff --git a/notebooks/fig5.ipynb b/notebooks/fig5.ipynb
new file mode 100644
index 0000000..9f45f38
--- /dev/null
+++ b/notebooks/fig5.ipynb
@@ -0,0 +1,172 @@
+{
+ "cells": [
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "---\n",
+ "title: Interactive comparison of different model segmentation results \n",
+ "author: Yifei Duan, Yifan Duan \n",
+ "date: 2024/10/02 \n",
+ "---"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 1,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "application/vnd.jupyter.widget-view+json": {
+ "model_id": "52bf4fcdec8042019e7d84c6bceca68a",
+ "version_major": 2,
+ "version_minor": 0
+ },
+ "text/plain": [
+ "HBox(children=(Button(description='Microscope Image', style=ButtonStyle()), Button(description='Ground Truth M…"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
+ {
+ "data": {
+ "application/vnd.jupyter.widget-view+json": {
+ "model_id": "767ada59456c4561a7555329c4568e8f",
+ "version_major": 2,
+ "version_minor": 0
+ },
+ "image/png": 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",
+ "text/html": [
+ "\n",
+ " \n",
+ "
\n",
+ " Figure\n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " "
+ ],
+ "text/plain": [
+ "Canvas(footer_visible=False, header_visible=False, layout=Layout(height='360px', width='670px'), resizable=Fal…"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "#| label: app:fig5\n",
+ "\n",
+ "%matplotlib widget\n",
+ "\n",
+ "import matplotlib.pyplot as plt\n",
+ "import matplotlib.image as mpimg\n",
+ "import ipywidgets as widgets\n",
+ "import numpy as np\n",
+ "\n",
+ "# # Image and label file paths\n",
+ "image_paths = [\n",
+ " \"mask/microscope_image.png\",\n",
+ " \"mask/ground_truth_mask.png\",\n",
+ " \"mask/mask_EfficientSAM_colored.png\",\n",
+ " \"mask/mask_yolo_v8.png\",\n",
+ " \"mask/mask_Swin_UNet.png\",\n",
+ " \"mask/mask_vmamba.png\",\n",
+ "]\n",
+ "\n",
+ "# Labels\n",
+ "image_labels = [\n",
+ " \"Microscope Image\",\n",
+ " \"Ground Truth Mask\",\n",
+ " \"EfficientSAM Mask\",\n",
+ " \"YOLO v8 Mask\",\n",
+ " \"Swin UNet Mask\",\n",
+ " \"Vmamba Mask\",\n",
+ "]\n",
+ "\n",
+ "\n",
+ "# Indices for grayscale\n",
+ "gray_image_indices = [1, 4, 5] # Ground Truth Mask, Swin UNet Mask, and Vmamba Mask\n",
+ "\n",
+ "# # Create two subplots\n",
+ "fig, (ax1, ax2) = plt.subplots(1, 2, figsize=(6.7, 3.5), gridspec_kw={'width_ratios': [1, 1]}, sharex=True, sharey=True)\n",
+ "plt.subplots_adjust(wspace=0.01, hspace=0) # Adjust the spacing\n",
+ "\n",
+ "# reduce whitespace\n",
+ "fig.tight_layout(pad=1.3)\n",
+ "\n",
+ "fig.canvas.resizable = False\n",
+ "fig.canvas.header_visible = False\n",
+ "fig.canvas.footer_visible = False\n",
+ "fig.canvas.toolbar_visible = True\n",
+ "fig.canvas.layout.width = '670px'\n",
+ "fig.canvas.layout.height = \"360px\"\n",
+ "fig.canvas.toolbar_position = 'bottom'\n",
+ "\n",
+ "# Read the initial image\n",
+ "gt_image = mpimg.imread(image_paths[1]) # Ground Truth Mask\n",
+ "if 1 in gray_image_indices:\n",
+ " if len(gt_image.shape) == 3 and gt_image.shape[2] == 3:\n",
+ " gt_image = np.dot(gt_image[..., :3], [0.2989, 0.5870, 0.1140])\n",
+ "gt_img_display = ax1.imshow(gt_image, cmap='gray') # display in grayscale\n",
+ "ax1.axis('off') # Turn off the axis\n",
+ "ax1.set_title('Ground Truth Mask', fontsize=14)\n",
+ "\n",
+ "# Initially display the first image\n",
+ "initial_image = mpimg.imread(image_paths[0])\n",
+ "right_img_display = ax2.imshow(initial_image) # # Display in color\n",
+ "ax2.axis('off')\n",
+ "right_title = ax2.set_title(image_labels[0], fontsize=14)\n",
+ "\n",
+ "# The update function\n",
+ "def update_image(button_index):\n",
+ " img = mpimg.imread(image_paths[button_index]) # Read the new image\n",
+ " if button_index in gray_image_indices:\n",
+ " # Check if the image is three-channel\n",
+ " if len(img.shape) == 3 and img.shape[2] == 3:\n",
+ " img = np.dot(img[..., :3], [0.2989, 0.5870, 0.1140]) # Convert RGB to grayscale\n",
+ " right_img_display.set_data(img) # Update right image\n",
+ " right_img_display.set_cmap('gray') # Set color mapping to grayscale\n",
+ " else:\n",
+ " right_img_display.set_data(img) # Directly display color images\n",
+ " right_img_display.set_cmap(None) # Reset color mapping\n",
+ " right_title.set_text(image_labels[button_index]) # Update right title\n",
+ " fig.canvas.draw_idle() # Redraw the canvas\n",
+ "\n",
+ "# buttons\n",
+ "buttons = []\n",
+ "for i, label in enumerate(image_labels):\n",
+ " button = widgets.Button(description=label)\n",
+ " button.on_click(lambda b, idx=i: update_image(idx)) # Bind click events to each button\n",
+ " buttons.append(button)\n",
+ "\n",
+ "# Display buttons and image\n",
+ "button_box = widgets.HBox(buttons)\n",
+ "display(button_box)"
+ ]
+ }
+ ],
+ "metadata": {
+ "kernelspec": {
+ "display_name": "Python 3 (ipykernel)",
+ "language": "python",
+ "name": "python3"
+ },
+ "language_info": {
+ "codemirror_mode": {
+ "name": "ipython",
+ "version": 3
+ },
+ "file_extension": ".py",
+ "mimetype": "text/x-python",
+ "name": "python",
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython3",
+ "version": "3.10.14"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 4
+}
diff --git a/notebooks/fig6-2.ipynb b/notebooks/fig6-2.ipynb
deleted file mode 100644
index f227983..0000000
--- a/notebooks/fig6-2.ipynb
+++ /dev/null
@@ -1,117 +0,0 @@
-{
- "cells": [
- {
- "cell_type": "code",
- "execution_count": null,
- "metadata": {},
- "outputs": [],
- "source": [
- "#| label: app:fig6\n",
- "\n",
- "%matplotlib widget\n",
- "\n",
- "import os\n",
- "import matplotlib.pyplot as plt\n",
- "from matplotlib.animation import FuncAnimation\n",
- "import numpy as np\n",
- "import imageio as iio\n",
- "from IPython.display import HTML\n",
- "import matplotlib as mpl\n",
- "mpl.rcParams['animation.embed_limit'] = 150 # MB\n",
- "\n",
- "# Load both videos\n",
- "# vid_mask = iio.get_reader(\"video\\microscopy_video_segmentation.mp4\")\n",
- "# vid_orig = iio.get_reader(\"video\\microscopy_video.mp4\")\n",
- "vid_mask = iio.get_reader(os.path.join(\"video\", \"microscopy_video_segmentation.mp4\"))\n",
- "vid_orig = iio.get_reader(os.path.join(\"video\", \"microscopy_video.mp4\"))\n",
- "num_frames = vid_mask.count_frames()\n",
- "\n",
- "# Basic settings\n",
- "dpi = 15 # 70\n",
- "plot_every_frame = 10\n",
- "width = 400\n",
- "\n",
- "plt.ioff()\n",
- "fig, (ax1, ax2) = plt.subplots(1, 2, figsize=(2 * width/dpi, width/dpi), dpi=dpi)\n",
- "\n",
- "# Add titles to each subplot with larger font and padding\n",
- "ax1.set_title(\"With Mask\", fontsize=16, pad=10)\n",
- "ax2.set_title(\"Microscopy Video\", fontsize=16, pad=10)\n",
- "\n",
- "# Hide axes\n",
- "ax1.axis('off')\n",
- "ax2.axis('off')\n",
- "\n",
- "# Load the first frames for both videos\n",
- "array_mask = vid_mask.get_data(0)\n",
- "array_orig = vid_orig.get_data(0)\n",
- "\n",
- "\n",
- "nx, ny, _ = array_mask.shape\n",
- "\n",
- "# Display the first frame of the video with the mask on ax1\n",
- "im1 = ax1.imshow(array_mask)\n",
- "\n",
- "# Display the first frame of the original video on ax2\n",
- "im2 = ax2.imshow(array_orig)\n",
- "\n",
- "fig.tight_layout()\n",
- "\n",
- "# Adjust layout\n",
- "fig.subplots_adjust(top=0.93)\n",
- "\n",
- "def display_frame(index):\n",
- " # Update both images for each frame\n",
- " array_mask = vid_mask.get_data(index * plot_every_frame)\n",
- " array_orig = vid_orig.get_data(index * plot_every_frame)\n",
- "\n",
- " im1.set_data(array_mask)\n",
- " im2.set_data(array_orig)\n",
- "\n",
- " fig.canvas.draw_idle()\n",
- " return None\n",
- "\n",
- "# Create synchronized animations for both videos\n",
- "animation = FuncAnimation(\n",
- " fig,\n",
- " display_frame,\n",
- " frames=num_frames // plot_every_frame,\n",
- " repeat=False,\n",
- " blit=False,\n",
- " interval=50,\n",
- ")\n",
- "\n",
- "# Display the animation with controls\n",
- "HTML(animation.to_jshtml())"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": null,
- "metadata": {},
- "outputs": [],
- "source": []
- }
- ],
- "metadata": {
- "kernelspec": {
- "display_name": "Python 3 (ipykernel)",
- "language": "python",
- "name": "python3"
- },
- "language_info": {
- "codemirror_mode": {
- "name": "ipython",
- "version": 3
- },
- "file_extension": ".py",
- "mimetype": "text/x-python",
- "name": "python",
- "nbconvert_exporter": "python",
- "pygments_lexer": "ipython3",
- "version": "3.10.14"
- }
- },
- "nbformat": 4,
- "nbformat_minor": 4
-}
diff --git a/notebooks/fig6-3.ipynb b/notebooks/fig6-3.ipynb
new file mode 100644
index 0000000..c950e99
--- /dev/null
+++ b/notebooks/fig6-3.ipynb
@@ -0,0 +1,172 @@
+{
+ "cells": [
+ {
+ "cell_type": "markdown",
+ "id": "74b26b88-e1e6-4e19-97c8-60ecc2cf3858",
+ "metadata": {},
+ "source": [
+ "---\n",
+ "title: Interactive Tracked TEM Video with a Slider \n",
+ "author: Yifei Duan, Yifan Duan \n",
+ "date: 2024/10/02 \n",
+ "---"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 5,
+ "id": "7fed7a5c-a6a2-4d3f-aced-eecb4feab584",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "application/vnd.jupyter.widget-view+json": {
+ "model_id": "603af44d2946448cbf2b26a6a8511d13",
+ "version_major": 2,
+ "version_minor": 0
+ },
+ "text/plain": [
+ "VBox(children=(HBox(children=(Play(value=0, interval=50, layout=Layout(width='110px'), max=719), IntSlider(val…"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "#| label: app:fig6-3\n",
+ "# 导入必要的库\n",
+ "%matplotlib widget\n",
+ "import os\n",
+ "import matplotlib.pyplot as plt\n",
+ "import numpy as np\n",
+ "from ipywidgets import Play, Layout, VBox, HBox, IntSlider\n",
+ "from matplotlib.widgets import Slider\n",
+ "from IPython.display import display\n",
+ "import imageio as iio\n",
+ "\n",
+ "# 加载视频数据\n",
+ "vid_mask = iio.get_reader(os.path.join(\"video\", \"microscopy_video_segmentation.mp4\"))\n",
+ "vid_orig = iio.get_reader(os.path.join(\"video\", \"microscopy_video.mp4\"))\n",
+ "num_frames = vid_mask.count_frames()\n",
+ "\n",
+ "# 设置基本参数\n",
+ "dpi = 15 # DPI for rendering\n",
+ "plot_every_frame = 1\n",
+ "width = 300\n",
+ "\n",
+ "# 关闭交互式绘图,初始化图形\n",
+ "plt.ioff()\n",
+ "fig, (ax1, ax2) = plt.subplots(1, 2, figsize=(2 * width / dpi, width / dpi), dpi=dpi)\n",
+ "\n",
+ "# 设置一些画布的属性\n",
+ "fig.canvas.resizable = False\n",
+ "fig.canvas.header_visible = False\n",
+ "fig.canvas.footer_visible = False\n",
+ "fig.canvas.toolbar_visible = True\n",
+ "fig.canvas.layout.width = '620px'\n",
+ "fig.canvas.layout.height = \"350px\"\n",
+ "fig.canvas.toolbar_position = 'bottom'\n",
+ "\n",
+ "# 添加标题\n",
+ "ax1.set_title(\"With Mask\", fontsize=60, pad=10)\n",
+ "ax2.set_title(\"Microscopy Video\", fontsize=60, pad=10)\n",
+ "\n",
+ "# 隐藏轴\n",
+ "ax1.axis('off')\n",
+ "ax2.axis('off')\n",
+ "\n",
+ "# 加载第一帧的数据并显示\n",
+ "array_mask = vid_mask.get_data(0)\n",
+ "array_orig = vid_orig.get_data(0)\n",
+ "\n",
+ "# 显示视频的第一帧\n",
+ "im1 = ax1.imshow(array_mask)\n",
+ "im2 = ax2.imshow(array_orig)\n",
+ "\n",
+ "# 调整布局\n",
+ "fig.tight_layout()\n",
+ "fig.subplots_adjust(top=0.93)\n",
+ "\n",
+ "# 定义函数来显示当前帧\n",
+ "def display_frame(index):\n",
+ " # 更新每一帧的数据\n",
+ " array_mask = vid_mask.get_data(index * plot_every_frame)\n",
+ " array_orig = vid_orig.get_data(index * plot_every_frame)\n",
+ "\n",
+ " im1.set_data(array_mask)\n",
+ " im2.set_data(array_orig)\n",
+ "\n",
+ " fig.canvas.draw_idle()\n",
+ "\n",
+ "# 创建播放控件\n",
+ "index_widget = Play(value=0, min=0, max=num_frames // plot_every_frame - 1, step=1, interval=50, layout=Layout(width='110px'))\n",
+ "\n",
+ "# 创建滑动条控件\n",
+ "slider = IntSlider(value=0, min=0, max=num_frames // plot_every_frame - 1, step=1, description='', layout=Layout(width='500px'))\n",
+ "\n",
+ "# 当滑块或播放控件的值变化时更新帧\n",
+ "def on_value_change(change):\n",
+ " index_widget.value = change['new'] # 同步Play控件的值\n",
+ " display_frame(change['new'])\n",
+ "\n",
+ "# 同步播放控件与滑块\n",
+ "def on_play_change(change):\n",
+ " slider.value = change['new'] # 同步Slider的值\n",
+ " display_frame(change['new'])\n",
+ "\n",
+ "# 绑定事件\n",
+ "slider.observe(on_value_change, names='value')\n",
+ "index_widget.observe(on_play_change, names='value')\n",
+ "\n",
+ "# 实现同步缩放的功能\n",
+ "def on_zoom(event):\n",
+ " if event.inaxes == ax1: # 如果在第一个子图中操作\n",
+ " ax2.set_xlim(ax1.get_xlim()) # 同步X轴缩放\n",
+ " ax2.set_ylim(ax1.get_ylim()) # 同步Y轴缩放\n",
+ " elif event.inaxes == ax2: # 如果在第二个子图中操作\n",
+ " ax1.set_xlim(ax2.get_xlim()) # 同步X轴缩放\n",
+ " ax1.set_ylim(ax2.get_ylim()) # 同步Y轴缩放\n",
+ " fig.canvas.draw_idle()\n",
+ "\n",
+ "# 连接缩放同步事件\n",
+ "fig.canvas.mpl_connect('motion_notify_event', on_zoom)\n",
+ "\n",
+ "# 控制播放的布局\n",
+ "controls_box = HBox([index_widget, slider])\n",
+ "\n",
+ "# 将视频和控件一起显示\n",
+ "display(VBox([controls_box, fig.canvas]))\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "f4c4003d-e699-401e-8b2c-0d2b8ac16533",
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ }
+ ],
+ "metadata": {
+ "kernelspec": {
+ "display_name": "Python 3 (ipykernel)",
+ "language": "python",
+ "name": "python3"
+ },
+ "language_info": {
+ "codemirror_mode": {
+ "name": "ipython",
+ "version": 3
+ },
+ "file_extension": ".py",
+ "mimetype": "text/x-python",
+ "name": "python",
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython3",
+ "version": "3.10.14"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/notebooks/fig7.ipynb b/notebooks/fig7.ipynb
index f12c03a..4ed2b51 100644
--- a/notebooks/fig7.ipynb
+++ b/notebooks/fig7.ipynb
@@ -1,10 +1,61 @@
{
"cells": [
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "---\n",
+ "title: Interactive LISA Segmentation through optimized model prompts \n",
+ "author: Yifei Duan, Yifan Duan \n",
+ "date: 2024/10/02 \n",
+ "---"
+ ]
+ },
{
"cell_type": "code",
- "execution_count": null,
+ "execution_count": 1,
"metadata": {},
- "outputs": [],
+ "outputs": [
+ {
+ "data": {
+ "application/vnd.jupyter.widget-view+json": {
+ "model_id": "e1e2f619420a4559a0734612258aa020",
+ "version_major": 2,
+ "version_minor": 0
+ },
+ "text/plain": [
+ "Dropdown(description='Switch:', options=(('Rough Prompt', 0), ('Simple Prompt', 1), ('Detailed Prompt', 2)), v…"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
+ {
+ "data": {
+ "application/vnd.jupyter.widget-view+json": {
+ "model_id": "4eef2c27057e4de981cf7646a4dd9679",
+ "version_major": 2,
+ "version_minor": 0
+ },
+ "image/png": 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",
+ "text/html": [
+ "\n",
+ " \n",
+ "
\n",
+ " Figure\n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " "
+ ],
+ "text/plain": [
+ "Canvas(footer_visible=False, header_visible=False, layout=Layout(height='360px', width='670px'), resizable=Fal…"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
"source": [
"#| label: app:fig7\n",
"\n",
@@ -39,15 +90,19 @@
"]\n",
"\n",
"# Create two subplots\n",
- "fig, (ax1, ax2) = plt.subplots(1, 2, figsize=(7, 3.5), gridspec_kw={'width_ratios': [1, 1]}, sharex=True, sharey=True)\n",
+ "fig, (ax1, ax2) = plt.subplots(1, 2, figsize=(6.7, 3.5), gridspec_kw={'width_ratios': [1, 1]}, sharex=True, sharey=True)\n",
"plt.subplots_adjust(wspace=0.01, hspace=0) # Adjust spacing\n",
"\n",
"# reduce whitespace\n",
"fig.tight_layout(pad=1.7)\n",
"\n",
- "# Hide the toolbar and title in the image window\n",
- "fig.canvas.header_visible = False # Hide title\n",
- "fig.canvas.resizable = False # Disable window resizing\n",
+ "fig.canvas.resizable = False\n",
+ "fig.canvas.header_visible = False\n",
+ "fig.canvas.footer_visible = False\n",
+ "fig.canvas.toolbar_visible = True\n",
+ "fig.canvas.layout.width = '670px'\n",
+ "fig.canvas.layout.height = \"360px\"\n",
+ "fig.canvas.toolbar_position = 'bottom'\n",
"\n",
"# Original image on the left side\n",
"original_image = mpimg.imread(image_paths[0])\n",
@@ -90,13 +145,6 @@
"display(dropdown)\n",
"plt.show()"
]
- },
- {
- "cell_type": "code",
- "execution_count": null,
- "metadata": {},
- "outputs": [],
- "source": []
}
],
"metadata": {
diff --git a/thumbnail.webp b/thumbnail.webp
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