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@cmastudios
Created December 1, 2021 07:10
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{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"metadata": {
"collapsed": true,
"pycharm": {
"name": "#%%\n"
}
},
"outputs": [],
"source": [
"import cv2\n",
"import skimage.io\n",
"import matplotlib.pyplot as plt\n",
"import numpy as np\n",
"import torch\n",
"import itertools\n",
"plt.rcParams['figure.dpi'] = 100 # 200 e.g. is really fine, but slower"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {
"pycharm": {
"name": "#%%\n"
}
},
"outputs": [],
"source": [
"from joblib import dump, load\n",
"clf = load('estimator.joblib')"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {
"pycharm": {
"name": "#%%\n"
}
},
"outputs": [],
"source": [
"video = skimage.io.imread_collection('engon/2/*.png', conserve_memory=True, plugin=None)"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {
"pycharm": {
"name": "#%%\n"
}
},
"outputs": [
{
"data": {
"text/plain": [
"<matplotlib.image.AxesImage at 0x1f954c263d0>"
]
},
"execution_count": 4,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 600x400 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"img = video[11]\n",
"gray = (img.reshape((-1, 3)) @ np.array([1/3, 1/3, 1/3])).reshape(img.shape[:2])\n",
"plt.imshow(img)"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {
"pycharm": {
"name": "#%%\n"
}
},
"outputs": [
{
"data": {
"text/plain": [
"<matplotlib.image.AxesImage at 0x1f9552cb700>"
]
},
"execution_count": 5,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 600x400 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"window = img[1000:, :, :]\n",
"scale_display = (window[:,:,2] > 200) & (window[:,:,0] < 100)\n",
"pts = np.array(np.where(scale_display)).T\n",
"x, y, w, h = cv2.boundingRect(pts)\n",
"(v1, v2), (v3, v4), theta = cv2.minAreaRect(pts)\n",
"scale_display = window[x:x+w, y:y+h]\n",
"R = cv2.getRotationMatrix2D((scale_display.shape[1]/2, scale_display.shape[0]/2),-theta,1)\n",
"scale_display = cv2.warpAffine(scale_display, R, (scale_display.shape[1], scale_display.shape[0]))\n",
"plt.imshow(scale_display)"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {
"pycharm": {
"name": "#%%\n"
}
},
"outputs": [
{
"data": {
"text/plain": [
"<matplotlib.image.AxesImage at 0x1f95532ec40>"
]
},
"execution_count": 6,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 600x400 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"R = np.array([[1, 0.15, 0], [0, 1, 0]], dtype=np.float64)\n",
"scale_display = cv2.warpAffine(scale_display, R, (scale_display.shape[1], scale_display.shape[0]))\n",
"plt.imshow(scale_display)\n"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {
"pycharm": {
"name": "#%%\n"
}
},
"outputs": [
{
"data": {
"text/plain": [
"<matplotlib.image.AxesImage at 0x1f95538b520>"
]
},
"execution_count": 7,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 600x400 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"mask = (scale_display[:,:,2] > 200) & (scale_display[:,:,0] < 100)\n",
"pts = np.array(np.where(mask)).T\n",
"x, y, w, h = cv2.boundingRect(pts)\n",
"scale_display = scale_display[x:x+w, y:y+h]\n",
"plt.imshow(scale_display)"
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {
"pycharm": {
"name": "#%%\n"
}
},
"outputs": [],
"source": [
"dividers = [(6+25*0)/153, (6+25*1)/153, (6+25*2)/153, (6+25*3)/153, (6+25*4)/153, (6+25*5)/153]"
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {
"pycharm": {
"name": "#%%\n"
}
},
"outputs": [
{
"data": {
"text/plain": [
"<matplotlib.image.AxesImage at 0x1f956903dc0>"
]
},
"execution_count": 9,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": "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\n",
"text/plain": [
"<Figure size 600x400 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"from skimage import filters\n",
"scale_gray = cv2.cvtColor(scale_display, cv2.COLOR_RGB2GRAY)\n",
"split = filters.threshold_otsu(scale_gray)\n",
"split = 120\n",
"scale_numbers = np.array((scale_gray>split)*255, dtype=np.uint8)\n",
"plt.imshow(scale_numbers)"
]
},
{
"cell_type": "code",
"execution_count": 10,
"metadata": {
"pycharm": {
"name": "#%%\n"
}
},
"outputs": [
{
"data": {
"image/png": "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\n",
"text/plain": [
"<Figure size 800x800 with 5 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"def expand(image):\n",
" #image = (image.reshape((-1, 3)) @ np.array([1/3, 1/3, 1/3])).reshape(image.shape[:2])\n",
" image = cv2.resize(image, (int(image.shape[1] * 2), image.shape[0]))\n",
" h, w = image.shape\n",
" if w > h:\n",
" image = image[:, :h]\n",
" w = h\n",
" newimg = np.zeros((h, h), dtype=np.uint8)\n",
" newimg[:, (h-w)//2:(h-w)//2+w] = image\n",
" # newimg = cv2.resize(image, (32, 32))\n",
" newimg = cv2.resize(newimg, (32, 32))\n",
" # image = cv2.resize(image, (20, 28))\n",
" # newimg = np.zeros((32, 32), dtype=np.uint8)\n",
" # newimg[2:-2, 6:-6] = image\n",
" # newimg = ((newimg > 100) * 255).astype(np.uint8)\n",
" # newimg = cv2.GaussianBlur(newimg, (3, 3), 0.5)\n",
" kernel = np.array([[0, 1, 0],[1,1,1],[0,1,0]]).astype(np.uint8)\n",
" # newimg = cv2.morphologyEx(newimg, cv2.MORPH_OPEN, kernel, iterations=1)\n",
" newimg = cv2.dilate(newimg, kernel)\n",
" # newimg = np.array(newimg / newimg.max() * 255, dtype=np.uint8)\n",
" # newimg[newimg < 200] = 0\n",
" # newimg[newimg >= 200] = 255\n",
" newimg[newimg < 255] = 0\n",
" newimg = cv2.resize(newimg, (28, 28))\n",
"\n",
" return newimg\n",
"\n",
"scale_display = scale_numbers\n",
"sz = scale_display.shape[1]\n",
"d5 = scale_display[:, int(dividers[4]*sz):int(dividers[5]*sz)]\n",
"d4 = scale_display[:, int(dividers[3]*sz):int(dividers[4]*sz)]\n",
"d3 = scale_display[:, int(dividers[2]*sz):int(dividers[3]*sz)]\n",
"d2 = scale_display[:, int(dividers[1]*sz):int(dividers[2]*sz)]\n",
"d1 = scale_display[:, int(dividers[0]*sz):int(dividers[1]*sz)]\n",
"digits = [d1, d2, d3, d4, d5]\n",
"digits = [expand(image) for image in digits]\n",
"fig = plt.figure(figsize=(8,8))\n",
"for i, img in enumerate(digits):\n",
" fig.add_subplot(1, 5, i+1)\n",
" plt.imshow(img)\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": 11,
"metadata": {
"pycharm": {
"name": "#%%\n"
}
},
"outputs": [
{
"data": {
"text/plain": [
"array([1, 3, 5, 6, 0], dtype=uint8)"
]
},
"execution_count": 11,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"X = np.array(digits).reshape((5, -1))\n",
"clf.predict(X)"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"pycharm": {
"name": "#%%\n"
}
},
"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": "3.8.2"
}
},
"nbformat": 4,
"nbformat_minor": 1
}
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