From 0649be110a2014f28e686b66d9bcefa3e4b4cf54 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?=E5=88=98=E4=BA=AE=E5=9D=87?= Date: Thu, 30 Apr 2020 11:21:58 +0800 Subject: [PATCH] Straight line detection --- pre_precess.ipynb | 1895 +-------------------------------------------- 1 file changed, 31 insertions(+), 1864 deletions(-) diff --git a/pre_precess.ipynb b/pre_precess.ipynb index 496de88..f15f4cc 100644 --- a/pre_precess.ipynb +++ b/pre_precess.ipynb @@ -2,59 +2,9 @@ "cells": [ { "cell_type": "code", - "execution_count": 2, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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- "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "from IPython.display import display\n", "import matplotlib.pyplot as plt\n", @@ -94,850 +44,9 @@ }, { "cell_type": "code", - "execution_count": 50, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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Qd7UEARgoC4XxC2ENA7IngEi0OyBVnJZh2GUSflAyqWToYVjWy9II6WzZkAUYKp3B+q6GnrQcCFUFVxnmvg156EsKY3DAIgi8YARaUyfGPK/lpT+kXGYBDgKFsiB2mQmqfqyw54hc4QpgHghVJM2yanztvNJXZWbZK3VE2dfZyHslHwGAGZ+MZN+QLuLfNLdItKcBIAQEJPR8Jx3weERCRAJERERy+GSPb+RJ0wRICIj8RDN+hfA3a4An/QoDjoEAAiLuzY2Ie6C/7seYndvbhQQRCx4j2bMCEQCIyCEhsdVFDnmTiIkcIRIR7xn75N/WOIv2KBH3loS4d8aelxDwG7OAv4bNyDA+0gEi/j/6i+r2rm/6YwAAAABJRU5ErkJggg==\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "./images/10_.png\n", - "\n" - ] - } - ], + "outputs": [], "source": [ "from glob import glob\n", "import pytesseract\n", @@ -966,55 +75,19 @@ " display(img.convert('RGB'))\n", " return img\n", "\n", - "for p in paths:\n", - " image = process_img(p)\n", - " print(p)\n", - " text = pytesseract.image_to_data(image, output_type=pytesseract.Output.DATAFRAME, config='-l eng --oem 3 --psm 7 -c load_system_dawg=0 -c load_freq_dawg=0')\n", + "# for p in paths:\n", + "# image = process_img(p)\n", + "# print(p)\n", + "# text = pytesseract.image_to_data(image, output_type=pytesseract.Output.DATAFRAME, config='-l eng --oem 3 --psm 7 -c load_system_dawg=0 -c load_freq_dawg=0')\n", "\n", - " print(type(text))" + "# print(type(text))" ] }, { "cell_type": "code", - "execution_count": 16, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "\u001b[0;31mSignature:\u001b[0m \u001b[0mImage\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mfromarray\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mobj\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mmode\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mNone\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", - "\u001b[0;31mDocstring:\u001b[0m\n", - "Creates an image memory from an object exporting the array interface\n", - "(using the buffer protocol).\n", - "\n", - "If **obj** is not contiguous, then the tobytes method is called\n", - "and :py:func:`~PIL.Image.frombuffer` is used.\n", - "\n", - "If you have an image in NumPy::\n", - "\n", - " from PIL import Image\n", - " import numpy as np\n", - " im = Image.open('hopper.jpg')\n", - " a = np.asarray(im)\n", - "\n", - "Then this can be used to convert it to a Pillow image::\n", - "\n", - " im = Image.fromarray(a)\n", - "\n", - ":param obj: Object with array interface\n", - ":param mode: Mode to use (will be determined from type if None)\n", - " See: :ref:`concept-modes`.\n", - ":returns: An image object.\n", - "\n", - ".. versionadded:: 1.1.6\n", - "\u001b[0;31mFile:\u001b[0m /Library/Frameworks/Python.framework/Versions/3.6/lib/python3.6/site-packages/PIL/Image.py\n", - "\u001b[0;31mType:\u001b[0m function\n" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "# 以 ~ | — _ 空格 开头结尾的都可以去除\n", "# adjust调整False,然后扩展两个像素点\n", @@ -1023,60 +96,9 @@ }, { "cell_type": "code", - "execution_count": 116, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", 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\n", - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "# left 不为-1的拼接,特殊符号去空格,单词之间空格连接\n", "# 直线检测\n", @@ -1088,20 +110,29 @@ "def line_detect_possible(image):\n", " gray = cv.cvtColor(image, cv.COLOR_BGR2GRAY)\n", " edges = cv.Canny(gray, 50, 100, apertureSize = 3)\n", - "# display(Image.fromarray(edges))\n", " # minLineLength - 线段的最小长度. Line segments shorter than this are rejected.\n", " # maxLineGap - 使程序识别线段为一条线的线段之间最大的空隙\n", " lines = cv.HoughLinesP(edges, 1, np.pi/180, 50, 100, minLineLength = 50, maxLineGap = 1)\n", " if lines is None:\n", " return \n", " \n", - "# display(Image.fromarray(image))\n", " h, w, _ = image.shape\n", + " \n", + " # 填充颜色计算\n", + " arr = image.flatten()\n", + " arr = [i for i in arr if i >= 80] # 灰度大于80的才计算(太黑的就是字体颜色了)\n", + " gray = sum(arr) / max(len(arr), 1) # 避免除0报错\n", + " \n", " for line in lines:\n", " x1, y1, x2, y2 = line[0] \n", - " # 画蓝色\n", + " # 只处理水平线\n", + " if (y2 - y1) > (x2 - x1):\n", + " continue\n", + " \n", + " # 画线条\n", " #cv.line(image, (x1, y1), (x2, y2), (0, 0, 255), 2)\n", - " cv.line(image, (0, y1), (w, y2), (180, 180, 200), 2)\n", + " # 整条水平线都画颜色\n", + " cv.line(image, (0, y1), (w, y2), (gray, gray, gray), 2)\n", " \n", " img = Image.fromarray(image)\n", " display(img)\n", @@ -1115,10 +146,6 @@ "display(Image.fromarray(src))\n", "line_detect_possible(src)\n", "\n", - "src = cv.imread(\"./images/1_.png\")\n", - "display(Image.fromarray(src))\n", - "line_detect_possible(src)\n", - "\n", "# 只处理水平干扰线(需要判断是否为水平)\n", "# 占长度的60%以上 才算干扰线\n", "# 高斯填充" @@ -1126,718 +153,9 @@ }, { "cell_type": "code", - "execution_count": 117, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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SXdUZd9Ypm81ub2/z6zdu3BgOh/v7+/1+P5FIBAKB5eVlp9NpxFNCuzFaodoGgwHuD7ZazL4sy91u9927d2TayrL84MGDUCgkXbnGVLCQKknfh6PRqN1u84sHBwfr6+uFQqHX6zkcjnQ6PTMz8/Dhw2AwKNCrIOaEoIvBq4ZLxD2NOg4P1+l08kTwvFeVnVEkxl4YX2N9uYTXyaMZ5W/snuImQlpKpRIZo4KBuXpJl6GAuMTzCmpVvZx3gY/vdrsHg8HR0VE2m02n04lEYnFxMZlMwvlCN40p06v666pmlwyZTMaHVXTvwSiZ16Laq3cWASijDhKKQ1xi4VQ9cXhjY0OSJJ/PFw6H/X4/pkI8i6qqBwcHuVxOlmWPxxONRn9PAprN6XS61WqFQqFgMIjvjOMC8SoZbL+qqrBPdrtdZCjb7Xav1ws9bbVa8aJI3B57EFVVnU5nIpHQNA2FS9qvUULGviKWEi1kNpubzWYkEnG5XFdtmKQHzXhko9dy9ZM/JGbGW42tjizLZuN6jwni2J8oRF63Wq3z8/N0Ol0ul8vlsiRJ0MzlcplM+5WVlXg8LmKRqiEcpF5x+cUDGFPxBWhHM44NZjAYUAIAlXN2dkYOdjgcTiaTrHq73Xa5XEZwxL+apqVSKeItiUSi0+mcnZ0Vi8VqtTo9Pb28vOxwOIyoQbwQK1coFM7OztrtttfrvXnzptvtHpvWcrn89u3bQqHArvP5fG63W2RrX13jMX2KKPOM2Ww2n8+nUqm9vb10Ok32siRJZrM5n893u92ZmZm1tTVIMZHAAaQ1GVJGAERGlkaw3uLXDw4OhsNhLBZbW1uTdab7qpwJJSUWUWSbGbXD2JKN6VDxo3xd6Er+ZfXL5fL6+vrFxcXc3Nza2hpBFeGVG0cy9o4syyKBUZZlHB3j/SVJAr+MRiMqTXZ2djY2NorFInUibrd7cnJSkiQUseAx1B8IQP24MlX0FIhrvyJfl11gdFfFdFWr1bFpZGBj3wVY9Pt9DGSpVPr1r3/d7XYXFhbu378P8y6YKEVR+v3++vp6s9m02+2zs7M+n8/j8YxGo3K5/OWXX+7t7UWj0Q8++ODGjRsul4uiGEKgsp6SyfCgRwhAybLM1PV6PQAvUyecd+myjel2u/V6PZ1On5+fX1xcdDqd1dXVRCIxJnvXCmQqlfr2229hZt9///1AIHDtJyU9r1bSbcC1ZLpkwG1CZq69m3F1JEkyC15A1bPKxYYkdcbobgiMORqNcrnc2dlZuVzGuTbpRSPZbBZ9GgwGcZmBGKruurLYQg5ECQq8mKTzAKRTiEuSJFStLMvdbpclVPR8tOFwSCw+nU6zxsLJZYEhOnmzWq1Wq1WCmI1Go9FoNJvNWq0GH1QqldhmJAkwflAwD14sFs/OzjY3N9vtNro7Go3KBmoGTyefz9dqNYo3isVivV7HpGMeiEWKohSjgUGtEL8qFos7OzupVCqdTlOI4vV64ba63W6xWHz79m02m7Xb7aurq5Drms6HiCUfs1uy7kcLs89zdbvd9fX1fD5/69atyclJUL8YGOF+kRgg+ARZliuVCnMu8JqmacPhkO3BKkiSJCaQNAZJ11NiPECSdrvNO61W6/T0dHNz8/DwsFgsRiKRSCRCOItho274F2Eg0iXSp0QGAh9D0hgbIIVpqdfrrVbr3bt3Ozs7ZrOZqptEIuF2u0VCq1nPMBUmBGODoArTKx5HMSSQKTpPTZIQGhZPU1XVfr9PbRhij4QI7w14KFhs2C0xHrE0Yki84NE0PXpWq9V2d3dbrdZgMJiampqbm1MNUVbm5Ozs7Pz83OFwENbH3JZKpbOzs93d3ePjY7/fPzMz43a7vV6v0DXCT8U28+CsBdrD4XDAoUm6awx7o+rkBulHVqsVtHFycvLVV1+dnZ2hT2KxmKwHY/mWsGciEUpRlLOzs/X1dVVVIb54QKE9NU2DBebzmu4cc0PBZal63pjw6uQrbhPryCOzcyWdTzeZTGasvcgcInaEgFKA6HK5eH5KrNgAHo+nWCxS2+fz+RwOBx/udrvD4bBcLsOboHpkWW40GuVyWdM0uBukhySDdrtdr9cdDsfx8XG5XMZZmJmZmZmZAXVqmlapVOr1+vn5uShdXVhYYFEbjYbgaFwuV61WGw6H/X6/UCik02kMo81mi0aj0WhUZLeQXoOdCIfDgUCg2WxiYKvVKp7p/v4+WRrgmunpaSDh/v7+8fHx7u4u8CSdTkejUYRPpJtAumEzSAvLZDLdbjeZTA4Gg3g8vru7CzMVi8UmJiZkHUVqOmHEI+zs7Lx58+b8/Nztdvt8PjSR4PVlWcZFODo6mp+fJzCVz+eFGBFtYLFhwarVKj9UKpVKpVIgEMBlq1QqW1tbr1+/pmB0YmJiaWmp1+vhcMTj8bOzs06n4/V6JycnFUWp1WqsF0p5dnZ2bm5uampKoG/2cyqVyuVy6OWZmZl4PO50OtEp5XL59PR0OBxCgBSLxVKppCjK3Nzc4uKi2WyuVCobGxunp6fVajWdTp+ensZisZmZmVKpJEnS+fl5vV7PZrPhcNjlci0sLPj9/nw+T9oTerxarQI84/F4JBJBrVSr1XK5jFlKJBIUAeN4EgmQJKnZbKJtmedSqUSy4Gg0crlc8/PzbG84RFVV8/k8ZiMQCMRiMcGfSJJETC8SiYhErsFgwCqEQiHqp5FkSGqz2ZzNZoXplSSJZMFQKNTpdCjglmXZ7/ePRqNGo4EFCgQCIoSFWB4fH2P5CCqgO3gQVVWFxQLCu1wudo3IrMTtE0DEarVWq1Vy5oLB4PHxMUJObKrf7zscDra51WotlUoWi4Wt3e/3G40GTDToBKEVVi2TybDjmOo3b9589913g8EgFApVKhWknUlmhIAMfo48P1mW0UvMZDabxTKpqkosut/vx+NxDDauqsB/rAgjRPOIjCDqZTU9MYafA5yB/Gw2G/YDlGAymczyFd9EuuyzCIwjkqoknY0G3E1MTExNTdlstkqlksvlyIjEp+50Ovv7+5h6XNROp0O+qqqqPp9vbm5uOBzmcrl6vb6/v5/P5xVFcblcxWKRMm2fz6eqajqdPjk5OTw8lHVqJpvNzs/P43egItEdcAXn5+eZTGZ/f593rFZrOByem5tbXl4GLzMprKjX63W73R6PB1ao1+udnp622+39/f1KpdJoNOx2ezAYrNfr8Xg8FApls9mzszNuWywWd3d3Y7GYgHIUQauqGg6H8bOCwaDf769UKjs7O+/evbNYLHNzc9vb29QpJxKJGzduzM/Po3NNJhOumc1mK5fLW1tblUrF6XSazeZYLAZWMpvNtVqtVCpVq9VGo0E2K/vw5OTkzZs35NDVajWn0/nw4UOws6qq7969gw9BMnjkeDw+OTm5sbHx8uXLTCYjSVIqlYK4UBRla2ur3+/Pzs7u7e2dnJwkk8lbt27dvHkzlUp988036XSaMR8fH2ez2eFwuLy8DHTqdDrpdPr169cHBwdAkoWFhSdPniD9zWZze3v722+/bTab4XDY6/VmMhm05MLCwnA4nJub6/f7BwcHx8fHfP7g4IAth8H44osvDg8Pe72ez+ebmJgoFAp3796VJGlnZ6der5dKpdPT02w2C+578uTJ06dPZVne2dl5/fr1+fk5/P7MzMwHH3wwMTHBBgNsimwHtF46nX716tXZ2Rkjn56eNplM8Xic/N/hcLi1tfXixYtCoQDuW11ddTqdFosFmmt7e/v8/HxlZeXu3bv0fzg7O3v27JkkSaurq/fv37fb7a1WS4TXs9ns999/f3JywkZrtVrxeHxxcdFqtdZqte3t7Xw+b7FYksnkcDg8OztD683MzNy6dYvEYaDW69ev0+m01+uFxDDmk4itrehFGYIIknWqBN68XC7LsowhsdlseAb4QxgSSZIikcj09LTL5UIyR6PR8+fPSZVRFKXdbvv9frPZvLy8nEgkVFU9PDzMZDLpdBqPk8Re1P3GxgZrynKk02m6bQyHw9PT01KpVC6XQ6EQmeZer9fv99PWgyXjR0XUq1KpXFxcWCwWNgIY7saNG5C2xE42NjbYoWhtABawaXNzk4YMpCEXi8Vut3t+fu7xeFDuRiIe1+RSatQPXZKeoiXrYU0mgsXodDqFQgFNH4/HYaDn5+ctFsvZ2RlaAwcEFYahQzsQekulUplMBgoZrufi4oKE3tnZWeJLpVKpXq8TytA07fT0FBMRi8WwS2QCNxqNi4uLarWayWTwf7GczWYTULy0tIQNFFFOt9uNLwBwTqfTgJpKpYJmBCf2+33Ca8BkEQPd3d1NJBJerzcSich6+hTwWdPz2obDYaVSOTg4QASLxWImk0HvZ7NZwC8SyYCZZJ6l1+thru7fvz87OxsOh4fDYbFY3N7e3tjYyGQywWDQ5/N1u91ms/nFF1+kUimWmenqdDp37tzBCn733XfZbLZarSJwDofDbrcvLS1VKpXf/e53mHFA4s7ODpnqz58/r9frr169UlW10+nk8/lyuVyr1X7zm9+gPbG1JGwVCoV+v7+2ttZsNr/77rtXr14dHR2BQ4GE/X6/WCxOTEy4XC6IYPxrmGsc4WKxiPKlRwbGtdVqpVIpp9PJk56enm5sbBQKBb/f32g0IG0CgcDExMSzZ88ODg4ajUatVsMssfECgcBwOPzmm2/evXuHF1Iul/f39wuFwscff4y2IjyCvsYf2tvb+/777zc3N+v1eiAQYIcPh8M/+ZM/cTqdNpvt4ODgxYsXb9++rVar4OW9vT2r1epyuZ48edLv958/f57JZIrFoqIoa2trZrN5b2/vu+++Q9impqYikQjuMBB4Z2fnxYsXJycn5MwUi0Wfz9dqtSKRyGAweP78+eHhoaIoKBGSLsxm887OTrPZ/NnPfuZwOF69enV6eorNIFeX7jwIlaJfV1EUW0CE6VGy4XA4Fotls9l2u91oNPL5/Pr6+pdffkkAdjQaRaPRBw8e3LlzZ21trd/vf/311//0T/8EqkXpMIbHjx8rirK4uJjJZL7//vtvvvmGAeAFRiKR+/fvP3v27OLiAk1Xr9fX19djsdjt27dHo9Hvfve7s7OzUqkEvG02m4FA4Kc//enMzAxhZ8GeQYYEAoFf/OIXW1tbFosFj8dut7vd7pOTk1u3bk1NTV1cXGxtbf361782mUzBYJBkA/b12tra9PT0r3/9a4fDsbCw8N5777lcrlevXu3v72cyGbfbfX5+fv/+fTYIyBIgPN7oRDKw2mPENsyIYC6I3JErXiwW7XY7YRZFUaLRaDAYHI1G9XqdTHK61+AU4IIBXQmbnJyc4CDAEsD7tNttYsGZTCaTyQD3NE2r1WqC/fT5fGY9vxp8CmlACJgkZN5vNBrk0A0GA7/fj5kymUzNZhNOE35AUZRyuYx7QkqHYPdOTk4KhQIqkggVsSBVVRuNBoUfsh5JwEmn4VahUAAiQcwPBoOLi4tWq4VHjJINhUIkqCuK4vf7BWNA6obFYpmcnJyamgI4b29vb25uyrLscrlu3bq1tLR048YNSZJ2d3c3NjZMeqELiCCdTqPv/H7/5uampueWQd3U6/VarYbN6Pf7Xq8XaFyv1zU9i5skFb/fj4uazWZVVT09PcU5ZZx4QGdnZ+/evQsEAtVqFQ+9XC6zlzBgW1tb1Wr10aNH8Xhc0pO6UdMUO8FOnJycrK+vr66u0sHI4XDUarVMJhONRg8ODjY3N8vlMg200uk0uMZut5+dnamq+vLly4uLC/AyUItECAzn7u6uqM/BMX/9+rXJZAKJC7aRkEChUFhfX9/d3cUsAUay2exXX33ldrvfe++9aDS6tbWFdq7X63Ap8FfEW1qtFrpvc3MTlm12dvbw8BBfDVY9Go2yys1mc3Nz89mzZ8fHx9wNDYtPA5VEioWqqnjxuOfgWbLlotHoy5cvv//+e3YosYR2u00tomLIC5b1bCSjgy9J0suXL6vVqs/ns1qtjUbjzZs3hUIhEAgQTjg+Pt7c3MRq4msXi8U3b95ks1nYnjdv3gjClwZvuVzO7XZvb28T7y2VSufn55VKBYEHlReLRZPJtLe3x64Xqvz77783m83dbndnZ4coVqPRoGlTJpPZ2toKhUKrq6uSzniiAfb392EFEQkKW8rlssvl8vl88/PzYMy9vT14vGKxWKlUPB6PqieTHR8fIzOlUml5eRkn4MWLF6peoDU7O5tMJhU9wfZ/lKl0JSxlnHGhTIV6Zdxut7vf70NLCUxRLpfPzs7g3SiQEEEMHJ9gMMjGAC2en59D+Wua5vP5yJrs9XrNZrPdbiNV6DWn0xkKhaanp/nixcUFfDD1o6gASZJcLpfL5UJZo6mhkKjG6fV6lUpF0VM+eUx+iz3Gs1Dlpejp7qgtEUYXOcyDwSAcDk9NTU1PT+PxASqB/e12G6nCpIPi0cLki6Cn0MW5XA6vH6wnUhHJf1QUBYBAPW6xWDw5OYH8wnr5fD56kSE3qp69gECrqur3+3EnwVOSXhYNJ+PxeJaXl1+/fk0yGZaJr7DB4H9brVYgEBiNRsfHxyLQHIlESN6SJKnRaGxublYqlXa7vbu7q2may+WKRCIejwdbgjLK5/N4CUAhu93u8XiSyWSxWGRTFQqF8/Nzp9NZqVSI4AHTyLsg5YCA9dOnT5mNdDr95s2bbrcLAafqDUrQ1JQvt1ot+uxh0qC9hsPh8fEx5AATgidxfn6ezWb39/dhXT0eD/NWr9fr9foXX3zR6XSWl5d3dnay2SzOls/n63Q6tVoN1YyGYiHK5fLh4eH+/j6qxGQyWa1Wj8fjdrvx9kgH3t/f397exrXECUPllUol1DGaGhoUfhaKEOrjxYsXU1NTmUxGtMUz69V0IiqrXE74FRuBtcDkpFIpoSYQDyDU8fHxixcvUqmUZIhcCZsRjUYVRUE2UBfslGAwSFz6+fPnKysrcCY+n49gGpxss9nc3d3t9/t+v1/Tc4cCgcC9e/e63e7R0VGxWFRVFVOHlA4Gg8PDQ5AvCJ0tVq/X//mf/7ler+fzeXbT9PR0JBLZ3t7Gx2o2m6FQ6ODgACdDkiQSHIX2I7hK/8ZGo5FOp0OhEKMiTSgSiYgEBpOhAcolJsUIUY3hSKFMhRo2mUwej8dut0cikUqlAhJEqQ0GA6i3mZkZfoxKapfLlUwmxWLXarV+v08gWKBRMSyAwHA4JLauKIrNZgsGgzdv3iR2QYoGvDuFoSKVlYojWZbBzgCKkV782+l08CipMcckINz4+xaLRVQBKXoxEqEJr9ebTCabzSZKUFVVr9f7wQcfzMzMEBlH80L8i7atlA8QXuCd6enpGzdu1Ot1GEloExj9wWBQLpfj8TjDEP9LfQHAjTUmNFSr1RqNhs/nu3nzpt1uX1xcFCJO4hRPSpaYKLljZUkGxFZPTU0lk8kvv/yyWq2urKw8fPhweXn55OREkiTaUM7MzDx69EhRlKOjo3fv3lmtVq/Xe/v27Q8//HBzc3N7e/vg4IAkOTJhK5UKZA5wACsC5U8nARFuNpvN8Xj8/v37eMSgLbILqJ0ljXxpaclkMonWqKiqeDwuy/Lp6SmuQCKRYJtBSTmdTkpIyuUy+BrrGwqFIpEImZWtVqvdblNPjG5lZvr9PgEAIHw8Hl9YWDg9Pd3a2sL+PXv2DEa10+lEo1G/359IJC4uLmq1GlbTbrdPTEy02+1CoYBKLRQKL168gMeQJCkajYJuEFq4zsFgQLnw0tISKoZ1F0ESwq0ul+uTTz65ffv2s2fPXr58SXYHJhbGg7DSrVu3TCbT27dvS6USxkA2pDaLzEWzfrFHarWayGNheER+isViKpUCb7rd7kAgcHFx0Wg0XC5Xs9lMp9MTExOxWOzi4gLycWFhgVrtUqnU7/fz+fzJycnBwQF8vaxXowB6er0escRcLoeCu3Pnzvvvv//LX/7y9PSUiNbCwsLU1FSpVNrd3QULEwrGrQHu9Pt9/DbApsPheO+995LJJKlH/X5/Z2cH644JdLvdKysrDA9Wrdfr0Q4Cp+fZs2eFQqHRaICNpqamPvnkk3A4jM02Is7fV0aidEXuDn6QiH2LHD1E32KxFIvFVqtls9kIRufz+YODg0qlAhzo9Xp0VGXxQIXUdwaDQVg5XEu2ushIqNVqInwmlhy3Wqi8QCAAMYx/Sv2VqjfRYGywCtgrxiPSGmS9iEvSa2B4Ewjj8Xji8Xg2m2WEACKCOYreOAPD2+/3PR4PYNCid5wVCRnwFZreTIwPoPEpKwDSptNpULlI+bRYLLS/heQinMrMI9xms9ntdhNA7Ha7WHJCJaQfgCVZCEYFHjGbzZ988snLly+JyaCIAZidTicej09MTHz99deSJCWTyZs3b4bD4Xw+j9kPBALI0Obm5qtXr9j5c3Nzn3/++cLCAjneb9++Bb2KVBCi6mAKsaAYAwbG571e78OHDxOJxKtXrwhJ85jkYPD1xcXFn//85/w684wzuL29PRqNKOUWaeTCH7p58+Ynn3yCH/rs2TMolIcPH3744YfBYPDbb7/9xS9+gaMj6x0bmHNZT5kk5CXL8qNHj+7evfvy5cudnR34n2KxCEdEUPvp06f37t0rlUp///d/j2S2Wq3PP/98eXn57/7u7+DZs9nsyclJqVRyOBww3Qy4Xq97PB5kb25uDkV2fn7OxkbJkmwz0Js58Zjz8/PBYLDb7eIOFwoFt9vN0kNTfv7550R6/+M//gPpFXELSS/ExPYLDxc4iYYl2gG4wTOo1Woej4d+z/iCvE+VR7vdnpub29zcRKHfvXt3cnJyfX39u+++Q9kBFIrFIvKMz8G/MFGSnuxls9mmpqbwt8h4s9lsN27c+MlPfpJKpdrtdjqdRk2xB4E7GC1JkugsQRz43r175NUheJqm1et1IvJ+vz8QCPzFX/zFzs7O119/fXFxAQIQS69pWj6fJ2UIsQwGgw8fPgTccBPMdrPZNJsM7bDE5pf1XDngAxqNKWZ7bG1t7e3t2e12p9O5uro6Oztrt9tPT0+JI+MsK4YaJ8VQIc7NAVCdToel5ScCgQBTidNNwA6/kupM1i+dTr948QLUgHfM2gj2TVRDUnchEjDZ5zhf4gVqDucaewvHxFBZKrhX0i/cbjdwGEcGTpDnFQkWiLtmaLwE+sDAWq1Wh8MRCoWAUWLGxPJgA4Dng8Gg3W7v7e2RIWi321dWVobDYT6ff/v2LakqkiSdnp4eHh6SW2bSC6hV/XI6nZT07O3t5fN5mClZj5ITEfJ6vViv0WiETodCbTabkJ6yLAMHqCYMh8PEZzOZDPoazIhXi6U0mUzgaBYU4wThlc/nWdOJiYm1tTUi4GJvI6yENxEJ5lAYTvYMogypItJORnrdl81mSyaTNputWCyur6/zPihhYmIiGo2O9KR65tykV38K50aU1c3NzQUCAbZTIBDgccj0oLwnGAwuLi4isfV6HdfN7/fPzs7u7+9/++237XY7k8kMBgPCaLOzs9PT006nE9yH3BYKBVhXrCM7DmzB3Aquictms83MzCQSCeRcOPLD4TAej9+6dQvXm0kY6mXEwtlHPkVCJe8nk8mVlRUM9vHx8fb2NoFc8UX4IsBQs9kkHN/XyxHxonCTqREYDAavX7/udrvkzPj9fhxZwI2iKCIN3KIfl4AEMtuq3vMIhRCNRsvlMqICBcSyYkpFcFuSJArbmCVKhAUXhzZTFMVisczOzj548KBQKCh6uiGUo6IoqVQKaWw2m6hXh8OBFzLU6+OHemMQmUYn/8cLhNjr9arVai6Xg88ie3F2djYUCnm93tPTUzaJomddoH+JwZGFXigUqtUq6gktJljIRCLBCRy0bpuYmJiYmLi4uDg6OpJluVgsbmxsuN3us7OzTCYDpZjP58nBFJwjjjzbgHwjFlvw4pLedJIV0vTaR/K9ScEjB5A/Nb0bFooVMhGwYNKTQ1lLjCF0pJFflgwdhWHumBksCjex6P0ZoYTQvATlBoPB+fn569evybCz2+2JRILND2zsdDqnp6f4jzyLqEZnk9TrdT5gXBq0baFQSKVSc3NzkiTRgo+8q2QyiZ5S9KpWkS95enqqadrGxsbU1NTCwkImk1lfX4eCwDGvVCq9Xs/pdMJvINBYsmg0euvWLSL+LpcLGQUVivRARVFYO6/XSySEdDdZlqPRKBFIkZoz1IsCCNeSuSkY4cFgEAwGWSxQXrlcrlarSDJgDZMmy7LNZiMoj77GvQD5wjULEMC3kDcCI4eHh1NTU9lsNpPJVCoVqHxY9Z/85CevX79GmbJkMPsczDPS62J2d3e3trZyuZym95EDJguzwTxgP4TDQboCi84LYlmkzVUqFWpJ+3rBC1+xGPrSAiME4J2cnPzZz37m9/sdDsfOzs7FxUWhUFANFbTD4RATEovFqH+p1Wr4LhMTE6VSid2ByfT5fGQCELAiXk3KuYDAPb2LDcs6MvTuwP9A1IfDYbVaLZVKqDbAMj7ccDgEGvNFAaSYLkKmI71lEhMo6YyH0+nMZDKpVAo2BiQ0NTVlsVi2trbY0UiULMsej2dhYYF9erUK7geVqXalykpkV4TD4eXl5UwmgwlKpVKEO5vNJo8q6U3ANEN7kWazeXJyUq1WSTySJAns02g0SqUSWyiXy+FcMPVkpGJtTCZTPp8vFouwlkgSkXGie9Bh+CCaXjXIJhnpFRToEWYBy0ZqMWoU4InqtNvtJBIKIl8zFMJCCcFLbGxsDAaDiYkJoueyoSnGyNCsSNGryxAdi37YFAtD7htvggex7YuLi0dHRyC4ly9fHh8fc0YW+lFsS0yuyDwXMzbUW5zU6/Vvv/0WSsRsNnu9Xh7WpnetrtfrExMTuFSZTOarr77q9/ukKKBKmN5PP/1USHM2m/2Hf/iHeDxerVbPz89J6pqeno7H41arldN4BNlt1qu8sXOBQEDS630J0LFtUFiwASJ6S1LB/v6+x+MhuohkE9nAdrLDjfMPmMLdSSQSExMTh4eHw+GwUCg8f/68VqsRZwdZ4GNRq8OwgeqVSgU27ZtvvkkmkyIT3mw2Ly4uYtfJMD07O3v+/DlRR7vdjq7EawkGg2xgpJqU59u3by8tLdFbhBxtcssEuQThK+mhHuHVjfT6QJFCB9xGPyKcJpMpk8lsb2+bzeZcLvf8+XMyItTLJb+CRgPIj/QCIZJkLBYL8Rbm//f6wmxGbOLx+M9+9rNms/nVV19JkvTRRx/94R/+YbfbJQ9J07Ryufzq1avz8/Pt7W0EnrR0VpZ6J7Ne1iyADjaMuSqXy6Tfsfuq1er6+rosy/V6nWbKpExgp9EGmGS2HmvR7XY3NzcdDkexWAS+4POBUdrt9ubm5t/+7d++fPny7OxM1is1zGbzrVu3UqnUzs4Oniv1/sFgcHp6WoQllMv5TuNJ+8yvdKUBjzBKSKfFYnn37l06naY0ApdE1pMtXC4Xmdh4nRa9uRYRJ5HJ5PP5VlZWcrkc+5M6HEnvyKvotZW0ZqD2Q5KkZrPJh5lEFA1AzO/3cwIgmZi0XyHXUtLbs6t6uxOBTCVJwlkQvgbQmAgVURpE1mw2A5Q0TaMZSrVaffHiRb1e/+STT8SHlcuHIEFgaYacJEYrGU6C0fTsVEGnWK3WxcVFlmNvb0/TNPAsVUySXlxLNjKhZAAjTCXgRdBJ7XYbpokFEsfMSZLkcrlgjsi7gsYpFAo48jyCx+OZmpqig0w4HKbaTVXVarVK6INhEwe7detWJBL5t3/7N8hBEuNYTYKNQIlOp9PtdjlPkHCWpmkcjUeqOT4dQTBVVUm66uunoQ31juMjQ+cEcArcCO4wWuD27dv5fJ4iNPryvH37VtI7X5CWKPqdC8SwsLCwvb3Nrv7lL38ZjUZFd7FgMPjJJ59EIpH/+q//wkMkd5hcRU1vuYskkMshOJDRaOT1ejEwYGd4DLPejUzTG1nBxAmaSMSIVL0ymx9CeoGu7E1W7fz8nGRb9LWQdqOZFzhOuxzWF4qJ9UV0JyYmFhcXDw4OMKX//d//3ev1jo+PK5XK2dlZpVLx+/2KXt7a7XbT6TRFU+R+eTyexcVF+CigN+I60ss3GQDmjeoG0igRG7wTKDhoa0VRotHo5OTkyckJcwJ4mpmZyeVy4F+UqaZpnBhIFCuRSBweHqZSqU6nc3R01G63K5XKUO+oDa2P+5/P5ynxQE4SiYQ4wm+ody8UStIsXz44iKk0IlPxAryD1+Z2u+PxOHSYSS+9R6Pb7fbJyUlqByuVCoZ6pNcdgx3IhonFYouLixztCcsmgrA2my0cDsfj8VgsFgqFSqUS9k30UrTb7TwVqSFsPCoaabZC9FPS+S+z3qATNIpCpBKZDTwajQKBABlIh4eH2WyWbBUUE0iBqFEgEHj37h1ppCButNtIbyCG6aNa1GKxYFqq1Sr2k4IrZgyTQDqtrCf5CzgZCoUIRpNEmcvlGCoFLbg5yWQyGAxGIhHACOwkw8aGoRqIzrGxMdoM0mq1JpPJ1dXVubk5gVJHhpxtLJbP55ucnCS4Nzc39wd/8Ae//e1vj46O8NCxOn6/f25ubmZmhnrTFy9e4LIRimECMXgkLRKzLhQKCwsLxD38fr/f7yeHQdO0YDC4srJydHREWSGpl5OTk/Pz84Sn0ZvsAbfbPTU1lUgkQqEQ8Q28fiaB7OtYLFYqlWAbOp0OxTlut/vu3bvLy8sYGyKNkiRNTEw4nc50Ok3DQ2IvEAUOh+Pu3bui8QqJHIRf+DnJkCEDZZ9MJg8ODog1QzoTfJP0xjGE76k0Yw8iwGSkmvSOFla9DaYAN3yXDLlQKLS4uHh8fAwKy+Vyh4eHBH6r1arf73c6neBBRT+8RNP7QyOKZF8AjYVRRxIcDsfS0tJwOMxkMuVymWxuAqpUUnQ6nWQyiRODsS+VShhvq9UaCoXW1tZgk0TEAmMvHHD8EpH/dHFxQS0yWAqNTIoFrsPExMTy8vL8/DyHjKI3QqHQ3bt3d3d34Sh6vV6j0RBuQSQSuXPnztzcXLPZPDs7A5EAHXhedh8ANhwO8ywERQgPApjMeis/o5K8vpx0DJCKL3C6VqfTcTqdi4uLDocjlUrZ9AMemBQazywuLvp8PhI7QOD4O7DCJpPJ7/dPT08nk0mSk8rlMosExRsOh8lfwXcm3QyDBkc+OTkZCoXwich8Xl5eXl5eJjMjl8sBfwikSHqLoMFgEAqFPB4PbiYxPt7kaNxEIkE+h91uB/4QgmcZJiYm6M/2+vVrdiPEgs/nwyNDSoCiMMI2m43yG9QWRPDa2trU1JTb7Y5Go4D6QCAgboKsAIKCweCHH344PT19dHT0/Pnz/f19yGXqI3w+35/+6Z9OTEyYzeZarRaPx3/5y182m02IUaveKkmSpLm5uY8++mg4HP7mN78xAthgMHjv3r1Hjx5BOsNygklnZ2fB6YBEfhdKgcX913/9V4wfLfIePHjw+PHjSCRis9nu3r372WefbW1tkXbKbHi9Xurul5eX6Zpx9+7d8/PzW7dusckfP368srKyt7eHCsCU7u7uknrJdD169GhhYWEwGOzu7gK97XY77Wbee++9mZkZel7gkcViMTTIYDBYWlq6d+/ewcEBG4xnj8Vic3Nzn3766dzc3P7+vslkoqR1enr63r17mqaRBw1+xDD4/f75+fmPP/54bm6Oakv4DcwnqW8iDRZb7nK5lpaW9vf32atY/WQySbhVoMJIJLK2tkaejLBnMKHED6PRKNiF8gqMBx5oIBAgcg2apo4G8C7CKQRO4dzNepmTIIWoncf2a4aWPZFIhC0AXsEphAHgY+BQcomOjo52d3cbjUYgEICtgsZJJpNPnjy5d+8ejbhoW6XosS+2GyEQWZYdDgdGgvskEgmK3GRDc1tmeH5+/uHDh+QRclun0zkxMfHpp5/SyIICHFmW3W43G4EtTy6XKGRoNBp8gM+wC/CkIfQoy4xEIsT6ABnqlU6M8l/91V+x90SKAzeVZZkTz4lxE1IgV1GSJJ/PR2avyBDGaKO8IpEI5RPr6+v//u//zlf8fv/q6ur09DRKBxsSCoUSiQRZ3FCidrvd4XDEYjGPx0MhPJshnU5nMhlOLtI0bWJigjJhKiso9IxEIuVyORKJpFKp4+Nj8GYikZiZmTGZTL/97W8DgQC1N0dHR81mky44iqKQmBYKhZaXl+ml0ul0Xr9+jfcEcYEmpbKL7M63b98So5yenp6ZmYlEIpqmFQoFn8+H75NOp2022+rqKmdMkVU+Pz8fi8U4zalUKn377bexWCwejycSCQBCKpWiYwj9XwQHRKuqRqOB5768vDw1NTU/P18sFnmo/f39bDb7+vVr8sbp/RGNRtkMU1NTqqoeHh7SaIq9t7y8vLq6Ojk5CUh5+fIl5F08Hn/06FG/3z88PPR6vaFQaDQaTU1NmfUTQ/f29nK5HK1tNE2bm5sTmgv9UiwWDw8Pj46OKC2zWq1TU1Nra2vRaHQwGPj9/ouLi42NjW6363A4VldXQ6GQxWKho+jJyUksFiNp4eDgYGdnR1VVh8MxOTn55MkTm82WyWSePXt2eHhIrOPu3bsPHjxwu91gkF/96leVSuW9996bn58n6wiiw+v15nI5smLr9fra2tqjR4+SyaTZbEZJhUIhkRZCcgUL+uWXX+7s7KBcbt269fTpU/IZqtXqX//1Xz9//hw+hMpmevq4XK779+//8R//cbPZ/Jd/+Zd2u02BstfrffLkyU9+8hMSIfx+v6qq5XIZokNRlNPTUypxO53Ow4cPHz9+fHJysr+/v7S0dOfOHcHacwnCdAz3QPK+efNGUZSbN2++9957UCKoLXh2HH9Uf7PZLBaLeC2hUAi7rigKncgpzJmamorFYt1ulwZUhOA1TWs2m/F4HAyUyWT+8R//8eXLl/F43OPx3Lx5E/lcWlqanp4OBoPD4fDt27eidgaTRqFgOByWJMlut4vKY6/XS1US+RgoRxLbLRZLMpl0uVzLy8s+n29/fx9Ej9W8ffu2LMtffPEFlCsntnG3W7duBYPB9fX1//zP/9zf38ePTCQS1EBCtng8nocPH/7RH/1RKpX6m7/5m4F+OOvTp0///M//3OVyCXodzN7tdr1eb7PZ/J/TSa9eYxAVw6Xq7VuIk968eZNg/UBvOE/eJfwFaFmWZYi5aDQ6OztLzNGiNzdDMTmdzpmZGTIWR6MRVr3X65GHiOvBPqSbA7aUEBa4hjYleJR+v5+eJuVymVuZTCZKlRwOR71ev3nzpqqqXq8X1XDv3j2MG+VDlG89fPiQ+CnpLCb9qByRMEsgCC7VYjipnGS0YDCIxqc/ptVqvXXrVqvVikajRMlMJtPCwgIwE4MM6ueJIOYtescatoHP55P0noyJRAL3lnNyLBYL8HxyclJVVbfbHQ6HeUH+AN2MfD4f+AIFxzihld1u9+LiIlDC5XJB4/j9fkhekvBhuDAt0WgUw27WTxgnV0bV254vLCwsLS3RfoJfBCJxYqDT6bxx40YgEBAhJkz93NzcxMQEvEGn06ELDDGcwWBAnJNM7CdPnsDSwNsgli6X69NPPyVMh+QALgij+f1+nHp2EXMCnFT1JjXC9QZ5JZPJzz777P3338c2QwSJcKXP5+MBR6NRLpfjhYilbGxsUBFA0HU4HIbD4Zs3byaTSa/XC4iR9Pp0ZsDtdr///vu3b9/GtwgEApFI5ObNmxDWIgSvGHqKX40VU/L/+PFjIMLU1JSiHwgoSDwRgwKrkvRquXyGLlsMXx4wqyjKwsICLTjY4OVyGbbd5XLhLwPhFxcXP/roo8ePH1Psyyr4fL4HDx4Q/wS9hUIh8inhQ5xOp7DQNGcAV8I71+v1WCxG+ITYNXlak5OTlLCT7uLz+SqVyp/92Z9R8iM6PMAgwS20Wi2S5Hw+H3pAkiS6eUWj0enp6RcvXlD/JkkSWShEaPv9PgE66GajB3/JzZevOxZYTC47R2Sto0HEkmCmhGFHFxC7ZBuwNoQ4hYEd6gcTWvVL0fPOBJtTKpXwKaA+ifygU9CwNpsNBkdVVWZTJHKiHFH0wEMyhGEtLRYLyIjSCx6EskJiqUgJnCDcqCjyEyCdm6AsTPqZZXSGJ8ZKsRZcsEihhRAAC5BNibco6ycrDPTuZ5Ih/AXbCK8K6cacA59RvsFgEPVHQE8EfLG6drs9Ho8LVMLmJMBKuQjaE96GqKtJbyatXT4fgvUiMwluF4kUUQ7oNnCT8LN6+sWiM+2IOHfDGx0MBuQM8EMsuqD58DTdbjeHbTBar9cLickd2u02aldQzNgqKlw1PcWCsB5LKem9dGU9JYArHA6TlKqqKk2YRA4ARRNka0GvI3vkddH36/j4mL0TDoc/++yzlZWVcDgM96UZztBmI+CzswS1Wg09S+2WZOg2bQxpXFWmdrt9ampqampKJC8LLl4z9DxG9RuFAVFEaZoMZ9BTqYgYoHBZMiEb0NBOp3Npaeno6AjWezgcwnRLelPdXq9HgA5k3dcvVc9F0wxRckVR0INWQ30wOQxi+dgyJN5Q10QxKL1sECrYA5Qb8nbjxg16wlHaDhYmYoneUFX19evXZ2dnqDuI9ffffx99IuudtEz6QXbc//f9lY3gVDHkJ469L+SMbUAf2b5+xicLiRSyB2Kx2IMHDwim+3w+2lmKEB6oUCQ2sS1NejGGoqcNWfSziId6M2DZcN4ROgsibG5uDp0FYQxGFr0nwLyMFokhTZ34slk/yQNRE7I+0vthQy2Bc6HbUWToEUmPNrAteQoSFbEQPKAwEnb9lCGqLREpi95lg/xHNoBiyK9mDwjgMzCcJSkbzjEnvMY90S+a3otBbGDFcOg0gWazfvquaLaEmha4iZ9utVqAUDrFcHORK0ZYzKKfUSjrTTNNhspFMCNGXiRaEAzELVD05F/oQmwVYFbRM6v5s1Kp+Hw+kR0MM67qqdewNJJeLmnSL8wYS4YVESmcQ70oWaRkjPS++iI7GF7LZDIFAoEHDx5kMpmTk5O+3nwAv2R1dfXJkyckANFRxe/3T01NraysCBg+1M9tNP6cpqf1YOSQLpQFpXHy5WQbo4YVF6wrOx+aSKyRUUuKUL6wkQIYidA/uIznVfQiPbZAs9kUbh/T6/V6Hz16xIBnZ2fpIqoYan+waoiTdDncjcYUegb1yt5B3ozjwQtBOFX9SC72I0IYDAY7hqM2jQPodruBQGB6eppODhcXF/xuKBQiCnrv3r2ZmRna3eHRfvTRRx9//PHCwgJOHtsE6kkoSUmSzEYOVShN1dCVXSybSHYTAWKRZ6PqHaEGgwE0Bx+LRqOJRILaMpGfIarQjOZR/KKIXfb7/VqtlsvliITI+kF1zKPIwEBcKpUKnTEVRRHpbBSt4zWwHqgeoZeFjhMBGZwUsBKUpax3fdf0Ix5JlkQRozXAaARDYCQ6+jHlIp2F8JeiZ0RBvBKgZJJRUtgnWffrMaoYbbOh9STyDQap1+vMHgExI4KT9QQaoSj5ORJ1hdpCs0OECRJGQGAeQdFPDEW3jvQaJGyPSFzV9K7mYpcqeiGZgEUinsMPiSqmvn5KikDlYpMzBtVwUArGBkehr58CwKSZ9S707C4mCueAMBG2ilMuRnr7u65+HKl8uSGIqN2y6acfk9NKPvXa2prdbv/22293d3drtRo0NKGh+fl5kq6cTufm5uadO3fu3LlDqiz6Hb5eMZypqRkyAVAWWBGABUJo3K1CF48pUwwtMWGx+hZDkrmmZweqeiYWW1ugTtG8BvNMj7uRXniNICE2mAQk0Ov1okNxBC16NyzsuqIfC2acSRAASwOeZZVJnhNLyYMwJwg/lBF5cjb9OFVNP6WN5lIYDDGryPxQb6Hy3nvvDYfDvb29jY2N3d3dp0+ffvbZZyS3BQKBhYUF+h/ev3//8ePH9PwXbhmZA7J+4C43N4+thLD8Rk3KC1WPXpGnksvlAMC1Wo1AMGVOiDXHsGCIqtWq1+tl2Sigou8WoKnX60HYAxhxcCwWC4XPe3t71WqV0KdZP8gPLTnSz0l1uVzRaDQQCFDKXSwWIT0xmwAcRVE4WAY6kkwXagTIKwK1oaMrlcrp6Wmz2aR98mAwINtGkiS69mIwqc4mQN/pdHK5XCAQwC9mihEUnhFjjiL2+Xx2u50OTKiV0WgEExSPx2mICxYQ4XiCwrBa1PDgsxO3QUEQlNQ0DRsgXDx0DdqHRBZNLziBlaYBFSmfin7cC06WSAFBsQoHUNJTF9DvqFRJ9+ZI/vX7/WSP8YCIB5tc4HrAIwTcUD8flHds+rFrLHGxWOz1euFwGLHpdrt0VpUMhxLz64QxhSVg25NjK1ASH+B/ielhSIzqRkBFWS/34EE0Pee33+87nc7l5WWLxbK4uNhut+Px+PLysuBDaez96aefLi4uLi0tTUxMDIdD2ogIlgyMInLjxI4TUSCIC/YRitjo2hvhjlHPijIwZIaSIWHPNP3CfmD8cK2Ec6bq+a2KohBMx2XmHcQMV0Dw+yaTiXgAKp6OZWa9xNNkMtn0gxpVw6FqmoHGHerHDfAgCICqn3HC2CBhR3qhlFCRkk6YYF/pP8s9kY2efhQVJi0ej9fr9XA4/NOf/rRYLNIbDB9C07TPP//86dOn9MOk+Q4OtABJyuWMfUmcAaXpzTiMXuTYRxVDY6dqtUpnk3A4TNt5WZYjkQgqRlGUhYUFnpCO95OTk5DWpEmSEenSD0RB5ghTwHiSj0JKcD6fl2UZOk/TtFqtdnJygolwOBykWZRKJbPZfHBwcHp6KstyLBabnZ3lpAqBDff29kajEXlRnU6HMnOv17u6uiqa7TOGVCp1cnICLlhYWCiXy0dHR5DrRKJnZmb8fn8qldrd3cUCd7vd9fV1t9u9uroqcjWEm4mjd3BwQG9mzkC9d+8evXPoUfL69etKpULfcofDEY/HxQbo9XroO/TUu3fvOEQgHo8/efIEEmMwGNCGHX0KndLtdmu1Wj6fp6+SpmmJRGJpaYnoPEW99Nx1OBwffPBBu93O5/OEa6FfVL3rVa/XI7GXVhej0YgCc3KhWq3WwND2W1VVjhXRNC0Wi/V6vbOzM3Kq6LJIgy6eCDuBdIIThfQLhAJaEWy7yWRCv2DOUUygez5GSoYkSWwD4eNreuItoMmsd/Cx6U2Uh/px82KTq4aj3rkJDW4I/aNK1tbW7t69K1g/UZEFhOcMHlVVIeYYEipD+CXCTwKlCspLkJhEWuQrESeGd1WZ9vVWMjwIO0u6HGrmv/BYmWSTfnCLqGDEwjmdTjRRT+/ZqCgK/g1mQwgnZaywPcQe0Gj4r4QN7HqjOAzeUD/6ULg7wv1l+6iGII3T6YzFYsybqPft6l2T6GIsMCN4YqCXb6EWqRYR5LhYKX4OpelwOBKJBDNGo3oRNkAmweZmQ2M5WZZ/X34HcgYvgLqNnr6kB6n7euumQqHw6tUr0XdAkqRqtTo5OelwOOiVXSqV/H4/pXgcsEHx33A4zOVyFxcXnELh8XgajQYNqNj8aFh8LvJPaW42MzPT7/ez2ezW1hZ1cqxHJBIhL5cEF0Ax/hRWBSttNpvfvn1LuivTwU84nc6TkxOPxxOJRO7evVssFvP5/NnZ2d7eHvrI5XJVq1VOdiN11Gq1Hh8fU/z35s0bAIvdbn/x4sVoNGo0GslkktYhgDsUVrPZ3NraokATHUfhA4nNTEi9Xr+4uDg7O6MTB33hEHcRQKjVavv7+xznF4lEqN1ksXd2dmq12vLycrfbnZmZQbhJ9uRgGFmWFxYWgPNIp8vlSqVSv/rVr27dukUC2fn5+XfffcdxUmxURF/TWQ7OyQDRP336lJIwouqQZSCdb775pt1uJxKJx48fl0qlr7/+Gj1LwhObRNabqggqBijNlPLUUMDw3Sa9Vp1tgLpkM2N4wCboX7YlHIhZb/nOfEp6ERGMk9BKLcPh8sb3Jb2Sip9j6jj9RWwk3E+xZSAQZAO5L0mSiDIJZ1lglOHl09vNeusfTJRZP01PuxJrMpKbxjGzWMLDpTD06iXr3SoEhrVdPrccoKfqVbZm/bw/TS/VIwDIolOMQHoAn9cMhX+yfpoet2VNRUxJXIJQMplMKHHjOKHaVUOdkchRxVcb6fVBgq3iYwhPTz+GC4uo6T2eVP1kPYteqkDkGeMnwCWxx5HeGkaENH7PhhldBgE8r864ZMgXISqKqRkOh/TSVxTl9PRUkiQQEFCR34OfQh1I+pmuBM1JNDOZTJAGTAHtyFRVpf8Ta4x/0el0qAvEhR/q/dw0Pf2Y+PXp6SkuFY3CAHfCvYLfxIjhNWezWaqecAaF54sjD+8jbHuz2Tw8PGy3261Wq1KpuFwuGpuT+/LNN984HI61tTWqYLktjm0+nycBnsjAy5cvUb4rKytAdXAWPdU7nQ6tlaiKk/VOhv1+/+joiP5DtVrt66+/Rt2YzeZ3797hOEMIHB4elkqli4uL7e1tRVFIP6Dw4+joyOFwcCxPq9Uql8ucdK0oCgeQQIBIemQAOweiZNq73W4ul2P1vV7vvXv3iDYADy8uLkD3k5OT6FmMUyqVwk9H++AmC5gmwkeCPRSXZiATr3q1Y/811E+6l3QugtdjX7z2Plevq6rKeAdxE00viDReZsPJS5LOGFzdX2iNsTevfuz/fl373WsBrNCVfb1xmnbdycZGSkdE5K7OjMh4vXZujYs4Nsix1+JPYyR2qJ8vKxlIGOnyGfVi5Jqe5QIE1AyHVvwfp8v4CMJfF+DUpPffMH7SfHXixL3E9fuPms3YZ+hFQmlovU6nEw6HR6MRxyeAiYTnYtKby4oJIm0FX4B6g1wu19FPKIOlZjoEQckz0J2QhsGkGVMtiyyORiMQkKQbSYH/+WmbzQbILZVK7969kyQpEolMTk622206qw+Hw4mJienp6Zs3b+J0k47LLI30Njbdbpf2FljafD4vbCPRlefPn3OaSDab3dzchPEgjrm8vHz//n2LxfLb3/727du3+G71er3RaMzMzHz66acff/wxyCWVSm1sbNBjUaQZwbgTzWu324B05Jsm84PBADLx+++/J2EeRbyyskK6osVi+dWvfpXL5Y6Pjz/88EMmh9ozRa+bMunnBWGuIpFIMpmkLBr6m4NDqNiD3Pz5z3+Or53P59+8eZPP5ykattvthUKB7iQiVt7pdCjRwQ3Eqpn07Ksf2YTydWy+cV8peqM/Y6xPRCGu3mHsuhblXbtBjDtF0vvm/Ph3f0h9Qy6NvSlyxY2XVe/u+OPXtdrhapwKSbbox0agcQShOTZCoUyhHbBYYx/7EcPz42P78Uu+fEnXLaIRCGKM4bsgfABbwnuQr7vGftH4gg+YDZ26THrGoWSwkdcr06tDR1ZGev8xEdaHbTw/P6fwicNwJJ2pZJG6+lHMxpFBF3Q6nc3NTTgX3FU6dKGpiZCQ0w5upVJocXExm81+/fXX/X5/dXX1zp07Xq+3Xq+fnJw8e/bMZrNFo1GqsPA64TgYkizLNpuNGCue8u3bt1VV/eqrr05PT2022/T09J07d4hlRaNRWZY5T5yGacwj6makd4uAoyDYSvAHlOrxeCYmJrLZrNVqpV8DWZyNRiMUCpFpwaF4uAnwuXQ2o4IbZwRQDCwl9RqWx2QyETJCyVosltXV1UePHgWDwXw+f/PmTafTmcvlKK8kxAlMy2QykJhTU1PUt4g0BnhAYq8mvS0xKLLVanHeL0qWpyaJJ5VKEa/r9/sHBwc0wXS73ZOTk9PT05x5RQiF47A4kF1RlOXl5bm5OZFi/OOb7VoFyqUYmsv8yNfFx6795LUa9kdu+L9+8trvXuuqi5CLuBCksTdFwsP/15FI1ynTkZ5dJ1xyk95ScuyTrLWkt+WFXL56QyNt8v/LZdE7nJr1JkTCzI8Jw1UNw9HCghZAHYG6xgzw/+WS9MQJVU9QEZeq99/6f4QkDybtF2SrAAAAAElFTkSuQmCC\n", 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\n", - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - " conf text\n", - "4 92 Diagnosis\n", - "5 92 :\n", - "6 96 Dyspepsia,\n", - "7 96 Altered\n", - "8 96 bowel\n", - "9 96 habit\n" - ] - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - " conf text\n", - "4 96 Paid\n", - "5 96 Voucher\n", - "6 96 No.\n" - ] - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - " conf text\n", - "4 93 Date\n", - "5 91 :\n", - "6 96 18\n", - "7 96 March,\n", - "8 96 2019\n" - ] - }, - { - "data": { - "image/png": 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - " conf text\n", - "4 95 Patient\n", - "5 96 Code\n" - ] - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - " conf text\n", - "5 43 2\n", - "7 46 4:\n" - ] - }, - { - "data": { - "image/png": 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\n", 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\n", 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\n", 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\n", 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\n", - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - " conf text\n", - "4 95 Transaction\n", - "5 93 Code\n", - "6 93 :\n", - "7 96 201903180007\n" - ] - }, - { - "data": { - "image/png": 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\n", 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\n", - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - " conf text\n", - "4 47 VISA\n", - "5 89 /MASTER\n" - ] - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - " conf text\n", - "4 96 Official\n", - "5 96 Receipt\n" - ] - } - ], + "outputs": [], "source": [ "for p in paths:\n", " src = cv.imread(p)\n", @@ -1850,167 +168,16 @@ " \n", " if image is not None:\n", " print(p)\n", - "\n", - " \n", " df = pytesseract.image_to_data(image, output_type=pytesseract.Output.DATAFRAME, config='-l eng --oem 3 --psm 7 -c load_system_dawg=0 -c load_freq_dawg=0')\n", " print(df[df.conf>0][['conf', 'text']])" ] }, { "cell_type": "code", - "execution_count": 112, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "./images/3_.png\n", - " conf text\n", - "4 78 Speclalist\n", - "5 94 In\n", - "6 96 Gastroenterology\n", - "7 96 and\n", - "8 95 Hepatology\n", - "./images/29_.png\n", - " conf text\n", - "4 92 Diagnosis\n", - "5 92 :\n", - "6 96 Dyspepsia,\n", - "7 96 Altered\n", - "8 96 bowel\n", - "9 96 habit\n", - "./images/13_.png\n", - " conf text\n", - "4 96 Doctor\n", - "./images/25_.png\n", - " conf text\n", - "4 96 Date\n", - "./images/24_.png\n", - " conf text\n", - "4 96 Paid\n", - "5 96 Voucher\n", - "6 96 No.\n", - "./images/12_.png\n", - " conf text\n", - "4 93 Date\n", - "5 91 :\n", - "6 96 18\n", - "7 96 March,\n", - "8 96 2019\n", - "./images/28_.png\n", - " conf text\n", - "4 96 18\n", - "5 96 Mar,\n", - "6 96 2019\n", - "./images/2_.png\n", - " conf text\n", - "4 96 1\n", - "5 44 Pedder\n", - "6 94 St,\n", - "7 90 Central\n", - "./images/9_.png\n", - " conf text\n", - "4 38 FHIKAM(Medicine)\n", - "5 92 MSc(Health\n", - "6 96 and\n", - "7 93 Hospital\n", - "8 47 Mgt)(Birm)\n", - "./images/23_.png\n", - " conf text\n", - "4 86 A/C\n", - "./images/19_.png\n", - " conf text\n", - "4 96 170.0\n", - "./images/5_.png\n", - " conf text\n", - "4 84 Hong\n", - "5 95 Kong\n", - "./images/15_.png\n", - " conf text\n", - "4 96 Amount\n", - "./images/14_.png\n", - " conf text\n", - "4 95 Patient\n", - "5 96 Code\n", - "./images/4_.png\n", - " conf text\n", - "5 43 2\n", - "7 46 4:\n", - "./images/18_.png\n", - " conf text\n", - "4 49 MEDICATION\n", - "./images/22_.png\n", - " conf text\n", - "4 93 Paid\n", - "5 91 :\n", - "./images/8_.png\n", - " conf text\n", - "4 93 Fax\n", - "5 93 :\n", - "6 96 2530\n", - "7 88 0839\n", - "./images/21_.png\n", - " conf text\n", - "4 93 Total\n", - "5 93 :\n", - "./images/17_.png\n", - " conf text\n", - "4 96 170.0\n", - "./images/7_.png\n", - " conf text\n", - "4 39 MBBS(HK)\n", - "5 91 MRCP(UK)\n", - "6 91 FRCP(Edin)\n", - "7 90 FHKCP\n", - "./images/6_.png\n", - " conf text\n", - "4 90 Tel\n", - "5 90 :\n", - "6 96 2530\n", - "7 88 0833\n", - "./images/16_.png\n", - " conf text\n", - "4 63 Items\n", - "./images/20_.png\n", - " conf text\n", - "4 94 170.0\n", - "./images/11_.png\n", - " conf text\n", - "4 95 Transaction\n", - "5 93 Code\n", - "6 93 :\n", - "7 96 201903180007\n", - "./images/1_.png\n", - " conf text\n", - "4 92 Room\n", - "5 96 529,\n", - "6 91 Central\n", - "7 20 Building\n", - "./images/27_.png\n", - " conf text\n", - "4 60 170,00\n", - "./images/26_.png\n", - " conf text\n", - "4 47 VISA\n", - "5 89 /MASTER\n", - "./images/0_.png\n", - " conf text\n", - "4 5 SE]\n", - "./images/10_.png\n", - " conf text\n", - "4 96 Official\n", - "5 96 Receipt\n" - ] - } - ], - "source": [ - "for p in paths:\n", - " print(p)\n", - " src = cv.imread(p)\n", - " df1 = pytesseract.image_to_data(src, output_type=pytesseract.Output.DATAFRAME, config='-l eng --oem 3 --psm 7 -c load_system_dawg=0 -c load_freq_dawg=0')\n", - " print(df1[df1.conf>0][['conf', 'text']])" - ] + "outputs": [], + "source": [] }, { "cell_type": "code",