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@7kry
Created September 13, 2023 12:34
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{
"cells": [
{
"cell_type": "code",
"execution_count": 27,
"id": "d36bca50",
"metadata": {},
"outputs": [],
"source": [
"from PIL import Image\n",
"import numpy as np\n",
"import cv2\n",
"import matplotlib\n",
"from matplotlib import pyplot\n",
"import itertools\n",
"\n",
"def pil2cv(image):\n",
" ''' PIL型 -> OpenCV型 '''\n",
" new_image = np.array(image, dtype=np.uint8)\n",
" if new_image.ndim == 2: # モノクロ\n",
" pass\n",
" elif new_image.shape[2] == 3: # カラー\n",
" new_image = cv2.cvtColor(new_image, cv2.COLOR_RGB2BGR)\n",
" elif new_image.shape[2] == 4: # 透過\n",
" new_image = cv2.cvtColor(new_image, cv2.COLOR_RGBA2BGRA)\n",
" return new_image\n",
"\n",
"def cv2pil(image):\n",
" ''' OpenCV型 -> PIL型 '''\n",
" new_image = image.copy()\n",
" if new_image.ndim == 2: # モノクロ\n",
" pass\n",
" elif new_image.shape[2] == 3: # カラー\n",
" new_image = cv2.cvtColor(new_image, cv2.COLOR_BGR2RGB)\n",
" elif new_image.shape[2] == 4: # 透過\n",
" new_image = cv2.cvtColor(new_image, cv2.COLOR_BGRA2RGBA)\n",
" new_image = Image.fromarray(new_image)\n",
" return new_image"
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "3818858d",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
"<PIL.Image.Image image mode=RGB size=261x1173>"
]
},
"execution_count": 2,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"im_org = cv2.imread('evil-receipt.jpg')\n",
"cv2pil(im_org)"
]
},
{
"cell_type": "code",
"execution_count": 3,
"id": "352ef5e1",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
"<PIL.Image.Image image mode=L size=261x1173>"
]
},
"execution_count": 3,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"im = cv2.cvtColor(im_org, cv2.COLOR_BGR2GRAY)\n",
"cv2pil(im)"
]
},
{
"cell_type": "code",
"execution_count": 4,
"id": "9df453d5",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
"<PIL.Image.Image image mode=L size=261x1173>"
]
},
"execution_count": 4,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"im2 = cv2.adaptiveThreshold(im,\n",
" 255,\n",
" cv2.ADAPTIVE_THRESH_GAUSSIAN_C,\n",
" cv2.THRESH_BINARY,\n",
" 1999,\n",
" 15)\n",
"cv2pil(im2)"
]
},
{
"cell_type": "code",
"execution_count": 12,
"id": "1d5721f7",
"metadata": {
"scrolled": false
},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
"<PIL.Image.Image image mode=L size=261x1173>"
]
},
"execution_count": 12,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"r = 10\n",
"contour, _ = cv2.findContours(255 - im2, cv2.RETR_CCOMP, cv2.CHAIN_APPROX_NONE)\n",
"im_mokomoko = 255 - im2\n",
"im_mokomoko = cv2.drawContours(im_mokomoko, contour, -1, (255, 255, 255), r)\n",
"cv2pil(im_mokomoko)"
]
},
{
"cell_type": "code",
"execution_count": 26,
"id": "d19ad123",
"metadata": {
"scrolled": false
},
"outputs": [
{
"data": {
"text/plain": [
"[<matplotlib.lines.Line2D at 0x125fe19d0>]"
]
},
"execution_count": 26,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 640x480 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"mokomoko = list((1 if 255 in r else 0) for r in im_mokomoko)\n",
"pyplot.plot(list(range(len(mokomoko))), mokomoko)"
]
},
{
"cell_type": "code",
"execution_count": 43,
"id": "20f9b88f",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"[22, 146, 13, 252, 29, 98, 1, 279, 12, 25, 18, 200, 7, 71]"
]
},
"execution_count": 43,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"mokomoko_group = list(len(list(elem[1])) for elem in itertools.groupby(mokomoko))\n",
"mokomoko_group"
]
},
{
"cell_type": "code",
"execution_count": 47,
"id": "b231ac56",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"(4, 29)"
]
},
"execution_count": 47,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"i, l = max(filter(lambda x: x[0] % 2 == 0, enumerate(mokomoko_group)), key = lambda x: x[1])\n",
"i, l"
]
},
{
"cell_type": "code",
"execution_count": 56,
"id": "4679e1dd",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"447"
]
},
"execution_count": 56,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"border = sum(mokomoko_group[:i]) + l // 2\n",
"border"
]
},
{
"cell_type": "code",
"execution_count": 59,
"id": "d826723b",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
"<PIL.Image.Image image mode=RGB size=448x261>"
]
},
"execution_count": 59,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"page1 = cv2pil(cv2.rotate(im_org[:border+1], cv2.ROTATE_90_COUNTERCLOCKWISE))\n",
"page1"
]
},
{
"cell_type": "code",
"execution_count": 62,
"id": "3f950b21",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
"<PIL.Image.Image image mode=L size=261x726>"
]
},
"execution_count": 62,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"page2 = cv2pil(im[border:])\n",
"page2"
]
}
],
"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": "3.11.4"
}
},
"nbformat": 4,
"nbformat_minor": 5
}
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