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Running
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{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"id": "44153707-a329-46d4-8eda-d0ffe1304999",
"metadata": {},
"outputs": [],
"source": [
"from colorbynumber.main import ColorByNumber\n",
"from colorbynumber.config import default_config\n",
"from colorbynumber import utils"
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "497a508a-87fc-49f7-baca-3505ff0b57f1",
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"/Users/skalasib/anaconda3/envs/ColorByNumber/lib/python3.9/site-packages/polylabel/__init__.py:91: RuntimeWarning: overflow encountered in scalar multiply\n",
" x += (a[0] + b[0]) * f\n"
]
},
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"data": {
"image/png": 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JRU5ErkJggg==",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"# Image from: https://www.pexels.com/photo/scarlet-macaw-1618424/\n",
"# Photographer: Tim Mossholder\n",
"\n",
"image_path = \"ExampleImages/Macaw.jpeg\"\n",
"# color_list = [\n",
"# # Paints\n",
"# (251,213,6), # Yellow\n",
"# (255,174,107), # Light Orange\n",
"# (255,164,54), # Orange\n",
"# (245,119,86), # Light red\n",
"# (252,137,169), # Pink\n",
"# (239,226,192), # Offwhite\n",
"# (138,123,103), # Grey\n",
"\n",
"# (153,118,196), # Purple\n",
"# (219,190,212), # Light Purple\n",
"# (82,160,222), # Light blue\n",
"# (99,157,232), # Blue\n",
"# (26,194,171), # Bluish Green\n",
"# (205,236,183), # Light green\n",
"# (85,172,105), # Green\n",
"# (137,218,188), # Light green 2\n",
"# ]\n",
"\n",
"# See colorbynumber/config.py for an explanation of configs\n",
"config = dict(default_config)\n",
"config[\"area_perc_threshold\"] = 0.02\n",
"config[\"font_size\"] = 0.5\n",
"config[\"font_thickness\"] = 1\n",
"\n",
"colorbynumber_obj = ColorByNumber(\n",
" image_path = image_path, \n",
" # color_list = color_list,\n",
" num_colors = 10,\n",
" config = config,\n",
")\n",
"numbered_islands = colorbynumber_obj.create_color_by_number()\n",
"\n",
"utils.show_image(colorbynumber_obj.image)\n",
"utils.show_image(colorbynumber_obj.simplified_image)\n",
"utils.show_image(numbered_islands, cmap = 'grey')\n",
"utils.show_image(colorbynumber_obj.generate_color_legend())"
]
},
{
"cell_type": "code",
"execution_count": 3,
"id": "b278a3ff-907b-43db-b7c8-c84803a4c1a7",
"metadata": {},
"outputs": [],
"source": [
"# Save images\n",
"\n",
"output_dir = \"OutputImages\"\n",
"utils.save_image(colorbynumber_obj.simplified_image, f\"{output_dir}/simplified_image.png\")\n",
"utils.save_image(numbered_islands, f\"{output_dir}/numbered.png\")\n",
"utils.save_image(colorbynumber_obj.generate_color_legend(), f\"{output_dir}/legend.png\")"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "40d38593-1d81-42cf-9e74-864f86163b3d",
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3",
"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": "3.9.18"
}
},
"nbformat": 4,
"nbformat_minor": 5
}
|