264 lines
201 KiB
Plaintext
264 lines
201 KiB
Plaintext
{
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"cells": [
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{
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"cell_type": "code",
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"execution_count": 85,
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"id": "7caa5f0e-f6e4-4bc4-a208-48734e8cad81",
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"metadata": {},
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"outputs": [
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{
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"data": {
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"text/plain": [
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"<matplotlib.image.AxesImage at 0x22e929810c0>"
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]
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},
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"execution_count": 85,
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"metadata": {},
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"output_type": "execute_result"
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},
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{
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"data": {
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"image/png": 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\n",
|
|
"text/plain": [
|
|
"<Figure size 432x288 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {
|
|
"needs_background": "light"
|
|
},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"import os\n",
|
|
"from skimage import io\n",
|
|
"import matplotlib.pyplot as plt\n",
|
|
"import numpy as np\n",
|
|
"im8 = io.imread(r\"C:\\Zwischenlager\\wood_time_slices\\8bit_test.tif\")\n",
|
|
"im16 = io.imread(r\"C:\\Zwischenlager\\wood_time_slices\\16bit_test.tif\")\n",
|
|
"resultim = io.imread(r\"C:\\Zwischenlager\\wood_time_slices\\training_data\\ts_5_slice_54_fiber.tif\")\n",
|
|
"plt.imshow(im8)"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 31,
|
|
"id": "5fbea386-411f-4ff7-9c7b-470b61623d42",
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"from ipywidgets import Image\n",
|
|
"from ipywidgets import ColorPicker, IntSlider, link, AppLayout, HBox\n",
|
|
"from ipycanvas import RoughCanvas, hold_canvas, Canvas, MultiCanvas"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 86,
|
|
"id": "5127ab04-bd56-4b7a-85d0-623fe8e5b722",
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"application/vnd.jupyter.widget-view+json": {
|
|
"model_id": "06846f3d409a4e98ae04e1258558f199",
|
|
"version_major": 2,
|
|
"version_minor": 0
|
|
},
|
|
"text/plain": [
|
|
"HBox(children=(MultiCanvas(height=690, width=744), ColorPicker(value='#749cb8', description='Color:')))"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"width = im8.shape[1]\n",
|
|
"height = im8.shape[0]\n",
|
|
"\n",
|
|
"Mcanvas = MultiCanvas(3, width=width, height=height)\n",
|
|
"background = Mcanvas[0]\n",
|
|
"result = Mcanvas[1]\n",
|
|
"canvas = Mcanvas[2]\n",
|
|
"canvas.sync_image_data = True\n",
|
|
"\n",
|
|
"drawing = False\n",
|
|
"position = None\n",
|
|
"shape = []\n",
|
|
"\n",
|
|
"\n",
|
|
"def on_mouse_down(x, y):\n",
|
|
" global drawing\n",
|
|
" global position\n",
|
|
" global shape\n",
|
|
"\n",
|
|
" drawing = True\n",
|
|
" position = (x, y)\n",
|
|
" shape = [position]\n",
|
|
"\n",
|
|
"\n",
|
|
"def on_mouse_move(x, y):\n",
|
|
" global drawing\n",
|
|
" global position\n",
|
|
" global shape\n",
|
|
"\n",
|
|
" if not drawing:\n",
|
|
" return\n",
|
|
"\n",
|
|
" with hold_canvas():\n",
|
|
" canvas.stroke_line(position[0], position[1], x, y)\n",
|
|
"\n",
|
|
" position = (x, y)\n",
|
|
"\n",
|
|
" shape.append(position)\n",
|
|
"\n",
|
|
"\n",
|
|
"def on_mouse_up(x, y):\n",
|
|
" global drawing\n",
|
|
" global position\n",
|
|
" global shape\n",
|
|
"\n",
|
|
" drawing = False\n",
|
|
"\n",
|
|
" with hold_canvas():\n",
|
|
" canvas.stroke_line(position[0], position[1], x, y)\n",
|
|
" canvas.fill_polygon(shape)\n",
|
|
"\n",
|
|
" shape = []\n",
|
|
"\n",
|
|
"image_data = np.stack((im8, im8, im8), axis=2)\n",
|
|
"background.put_image_data(image_data, 0, 0)\n",
|
|
"\n",
|
|
"result.global_alpha = 0.75\n",
|
|
"# result_data = np.stack((255*(resultim==0), 255*(resultim==1), 255*(resultim==2)), axis=2)\n",
|
|
"result_data = np.stack((255*(resultim>0), 255*(resultim>10), 255*(resultim>10)), axis=2)\n",
|
|
"result.put_image_data(result_data, 0, 0)\n",
|
|
"\n",
|
|
"\n",
|
|
"canvas.on_mouse_down(on_mouse_down)\n",
|
|
"canvas.on_mouse_move(on_mouse_move)\n",
|
|
"canvas.on_mouse_up(on_mouse_up)\n",
|
|
"\n",
|
|
"canvas.stroke_style = \"#749cb8\"\n",
|
|
"\n",
|
|
"# canvas.global_alpha = 0.75\n",
|
|
"\n",
|
|
"picker = ColorPicker(description=\"Color:\", value=\"#749cb8\")\n",
|
|
"\n",
|
|
"link((picker, \"value\"), (canvas, \"stroke_style\"))\n",
|
|
"link((picker, \"value\"), (canvas, \"fill_style\"))\n",
|
|
"\n",
|
|
"HBox((Mcanvas, picker))"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 63,
|
|
"id": "8d98c906-c3ee-4719-b283-0ee0a74e6a87",
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"test = canvas.get_image_data()"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 64,
|
|
"id": "c92e3e6d-f705-42d5-89c6-88c557da05e3",
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"<matplotlib.image.AxesImage at 0x22e91a42020>"
|
|
]
|
|
},
|
|
"execution_count": 64,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
},
|
|
{
|
|
"data": {
|
|
"image/png": 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\n",
|
|
"text/plain": [
|
|
"<Figure size 864x864 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {
|
|
"needs_background": "light"
|
|
},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"plt.figure(figsize=(12,12))\n",
|
|
"# plt.imshow(test[200:400,200:400,1])\n",
|
|
"plt.imshow(test[:,:,0])"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 90,
|
|
"id": "d0a6c955-47b4-4ed9-a2cd-f2ee593d3ab1",
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"<matplotlib.image.AxesImage at 0x22e92a47700>"
|
|
]
|
|
},
|
|
"execution_count": 90,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
},
|
|
{
|
|
"data": {
|
|
"image/png": 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\n",
|
|
"text/plain": [
|
|
"<Figure size 432x288 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {
|
|
"needs_background": "light"
|
|
},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"plt.imshow(test[:,:,0]>0)"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": null,
|
|
"id": "82db14c5-6671-406d-9c85-45351d7a6edf",
|
|
"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": "3.10.5"
|
|
}
|
|
},
|
|
"nbformat": 4,
|
|
"nbformat_minor": 5
|
|
}
|