{"id":4848,"date":"2019-03-28T00:42:50","date_gmt":"2020-04-22T06:31:17","guid":{"rendered":"https:\/\/vip.fxxkpython.com\/?p=4848"},"modified":"2021-08-31T02:54:35","modified_gmt":"2021-08-30T18:54:35","slug":"ffeb459355","status":"publish","type":"post","link":"https:\/\/vip.fxxkpython.com\/?p=4848","title":{"rendered":"python\u722c\u866b20 | \u5c0f\u5e05b\u6559\u4f60\u5982\u4f55\u8bc6\u522b\u56fe\u7247\u9a8c\u8bc1\u7801"},"content":{"rendered":"
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\u5f53\u4f60\u5728\u722c\u53d6\u67d0\u4e9b\u7f51\u7ad9\u7684\u65f6\u5019<\/p>\n

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\u5bf9\u4e8e\u4f60\u7684\u4e00\u4e9b\u9891\u7e41\u8bf7\u6c42<\/p>\n

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\u5bf9\u65b9\u4f1a\u963b\u788d\u4f60<\/p>\n

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\u5e38\u89c1\u7684\u65b9\u5f0f\u5c31\u662f\u4f7f\u7528\u9a8c\u8bc1\u7801<\/p>\n

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\u9a8c\u8bc1\u7801\u7684\u4e3b\u8981\u529f\u80fd<\/p>\n

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\u5c31\u662f\u533a\u5206\u4f60\u662f\u4eba\u8fd8\u662f\u9b3c\uff08\u673a\u5668\u4eba\uff09<\/p>\n

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\u4eba<\/p>\n

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\u60f3\u6cd5\u8bbe\u6cd5\u7684\u641e\u4e00\u4e9b\u624b\u6bb5\u6765\u5bf9\u4ed8\u6280\u672f<\/p>\n

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\u800c<\/p>\n

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\u6280\u672f\u53c8\u80fd\u5bf9\u4ed8\u4eba\u4eec\u7684\u60f3\u6cd5<\/p>\n

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\u4e00\u6765\u4e00\u53bb<\/p>\n

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\u5c31\u6709\u4e86\u5404\u79cd\u5404\u6837\u7684\u53d8\u6001\u9a8c\u8bc1\u7801<\/p>\n

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\u4e5f\u6709\u4e86\u5404\u79cd\u5404\u6837\u7684\u5e94\u5bf9\u65b9\u5f0f<\/p>\n

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\u5e38\u89c1\u7684\u9a8c\u8bc1\u7801\u6709\u8fd9\u4e48\u51e0\u79cd<\/p>\n

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\u56fe\u50cf\u9a8c\u8bc1<\/span><\/p>\n

\u8bed\u97f3\u9a8c\u8bc1<\/span><\/p>\n

\u77ed\u4fe1\u9a8c\u8bc1<\/span><\/p>\n

\u6781\u9a8c\u9a8c\u8bc1<\/span><\/p>\n

\u70b9\u51fb\u9a8c\u8bc1<\/span><\/p>\n

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\u4eca\u5929<\/p>\n

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\u5c0f\u5e05b\u60f3\u8ddf\u4f60\u5148\u8bf4\u8bf4\u5982\u4f55\u8bc6\u522b\u56fe\u50cf\u9a8c\u8bc1\u7801<\/p>\n

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\u90a3\u4e48<\/p>\n

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\u63a5\u4e0b\u6765\u5c31\u662f<\/p>\n

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\u5b66\u4e60 python \u7684\u6b63\u786e\u59ff\u52bf<\/span><\/p>\n

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\n

\"python\u722c\u866b20<\/p>\n

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\u6211\u4eec\u6765\u770b\u770b\u8fd9\u4e9b\u56fe\u7247\u9a8c\u8bc1\u7801<\/p>\n

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\"python\u722c\u866b20<\/p>\n

(\u6b64\u56fe\u6765\u6e90\u7f51\u7edc)<\/p>\n

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\u53ef\u4ee5\u53d1\u73b0<\/p>\n

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\u8fd9\u4e9b\u9a8c\u8bc1\u7801\u5927\u591a\u662f\u6570\u5b57\u548c\u5b57\u6bcd\u7ec4\u6210<\/p>\n

\n

\u7136\u540e\u5728\u6b64\u4e4b\u4e0a\u518d\u6dfb\u52a0\u4e00\u4e9b\u50cf\u6bdb\u4e00\u6837\u7684\u7ebf<\/p>\n

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\u6216\u8005\u641e\u4e00\u4e9b\u566a\u70b9<\/p>\n

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\u6216\u8005\u628a\u8fd9\u4e9b\u5b57\u7b26\u626d\u66f2\u4e00\u4e0b<\/p>\n

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\u4e3a\u4e86\u589e\u52a0\u8bc6\u522b\u96be\u5ea6\u4e5f\u662f\u8f9b\u82e6\u4eba\u5bb6\u4e86<\/p>\n

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\u63a5\u4e0b\u6765\u6211\u4eec\u601d\u8003\u4e00\u4e0b<\/p>\n

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\u6211\u4eec\u8981\u8bc6\u522b\u8fd9\u7c7b\u9a8c\u8bc1\u7801\u8981\u600e\u4e48\u505a\u5462<\/p>\n

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\"python\u722c\u866b20<\/p>\n

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\u9996\u5148\u8981\u5904\u7406\u4e00\u4e0b\u9a8c\u8bc1\u7801\u56fe\u7247<\/p>\n

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\u4ec0\u4e48\u566a\u70b9\u4e71\u4e03\u516b\u7cdf\u7684<\/p>\n

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\u6211\u4eec\u5c3d\u91cf\u628a\u5b83\u4eec\u53bb\u6389<\/p>\n

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\u8ba9\u56fe\u7247<\/p>\n

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\u5c3d\u91cf\u9ed1\u767d<\/p>\n

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\u5c3d\u91cf\u53ea\u5269\u4e0b\u5b57\u7b26\u672c\u8eab<\/p>\n

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\u7136\u540e\u518d\u7528 python \u5f3a\u5927\u7684\u00a0OCR \u5de5\u5177<\/p>\n

\n

Python-tesseract<\/span><\/p>\n

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\u00a0\u6765\u8bc6\u522b\u6211\u4eec\u4f18\u5316\u597d\u7684\u56fe\u7247<\/p>\n

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\u8fd9\u6837\u6b63\u786e\u7387\u5c31\u4f1a\u5927\u5927\u7684\u63d0\u9ad8<\/p>\n

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\u54ce\u5440<\/p>\n

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\u6211\u771f\u662f\u4e2a\u806a\u660e boy \u554a<\/p>\n

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\"python\u722c\u866b20<\/p>\n

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\u4e3a\u4e86\u8ba9\u4f60\u66f4\u6e05\u695a\u7684\u77e5\u9053\u600e\u4e48\u8bc6\u522b\u56fe\u50cf\u9a8c\u8bc1\u7801<\/p>\n

\n

\u5c0f\u5e05b\u7528 python \u641e\u4e86\u51e0\u5f20\u8bc6\u522b\u96be\u5ea6\u4e0d\u540c\u7684\u9a8c\u8bc1\u7801<\/p>\n

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\u7b2c\u4e00\u5f20<\/p>\n

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\"python\u722c\u866b20<\/p>\n

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\u96be\u5ea6\u7cfb\u6570\uff1a<\/p>\n

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\u7b2c\u4e8c\u5f20<\/p>\n

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\"python\u722c\u866b20<\/p>\n

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\u96be\u5ea6\u7cfb\u6570\uff1a\u00a0<\/span><\/p>\n

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\u7b2c\u4e09\u5f20<\/p>\n

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\"python\u722c\u866b20<\/p>\n

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\u96be\u5ea6\u7cfb\u6570\uff1a\u00a0<\/span><\/p>\n

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\u7b2c\u56db\u5f20<\/p>\n

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\"python\u722c\u866b20<\/p>\n

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\u96be\u5ea6\u7cfb\u6570\uff1a<\/p>\n

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\u7b2c\u4e94\u5f20<\/p>\n

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\"python\u722c\u866b20<\/p>\n

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\u96be\u5ea6\u7cfb\u6570 \uff1a<\/p>\n

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\u5148\u5bf9\u7b2c\u4e00\u5f20\u8fdb\u884c\u8bc6\u522b<\/p>\n

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\u8fd9\u5f20\u770b\u8d77\u6765\u6ca1\u4ec0\u4e48 “\u6c61\u67d3”<\/p>\n

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\u6240\u4ee5\u76f8\u5bf9\u7b80\u5355<\/p>\n

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\u5148\u5b89\u88c5\u4e00\u4e0b\u00a0 pytesseract<\/p>\n

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\n
pip<\/span>\u00a0install\u00a0pytesseract<\/span><\/code><\/pre>\n<\/section>\n
\n
\u63a5\u7740\u5b89\u88c5\u4e00\u4e0b\u00a0\u00a0tesseract-ocr<\/p>\n
\n
\u5982\u679c\u4f60\u662f ubuntu \u7cfb\u7edf\u53ef\u4ee5\u76f4\u63a5\u4f7f\u7528\u5982\u4e0b\u547d\u4ee4\u5b89\u88c5<\/p>\n
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\n
sudo<\/span>\u00a0apt\u00a0install\u00a0tesseract-ocr<\/span><\/code><\/pre>\n<\/section>\n
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\u5982\u679c\u4f60\u662f win \u7cfb\u7edf\u81ea\u884c Google \u4e00\u4e0b\u5b89\u88c5\u00a0\u00a0tesseract-ocr\u00a0<\/span>\u4ee5\u53ca\u73af\u5883\u53d8\u91cf\u914d\u7f6e<\/span><\/p>\n
\n
\u5b8c\u4e86\u4e4b\u540e\u5c31\u5bfc\u5165\u76f8\u5173\u6a21\u5757\u5230\u6211\u4eec\u7684\u4ee3\u7801\u6587\u4ef6\u4e2d<\/p>\n
\n
\n
try<\/span>:\n<\/span><\/code>    from PIL<\/span> import<\/span> Image\n<\/span><\/code>except ImportError<\/span>:\n<\/span><\/code>    import<\/span> Image\n<\/span><\/code>import<\/span> pytesseract<\/span><\/code>\n<\/span><\/code><\/pre>\n<\/section>\n
\n
\u63a5\u7740\u6211\u4eec\u5c31\u6253\u5f00\u7b2c\u4e00\u5f20\u56fe\u7247<\/p>\n
\n
\u4f7f\u7528 pytesseract \u8bc6\u522b<\/p>\n
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\u6253\u5370\u4e00\u4e0b<\/p>\n
\n
\n
captcha = Image.open(\"captcha1.png\"<\/span>)\n<\/span><\/code>result = pytesseract.image_to_string(captcha)\n<\/span><\/code>print(result)<\/span><\/code><\/pre>\n<\/section>\n
\n
\u6253\u5370\u7ed3\u679c<\/p>\n
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\"python\u722c\u866b20<\/p>\n
\n
ok\uff0c\u4e48\u6709\u95ee\u9898<\/p>\n
\n
\"python\u722c\u866b20<\/p>\n
\n
\u63a5\u7740\u6211\u4eec\u6765\u8bc6\u522b\u7b2c 2 \u5f20<\/p>\n
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\"python\u722c\u866b20<\/p>\n
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\n
captcha\u00a0=\u00a0Image.open(\"claptcha2.png\"<\/span>)\n<\/span><\/code>result = pytesseract.image_to_string(captcha)\n<\/span><\/code>print(result)<\/span><\/code><\/pre>\n<\/section>\n
\n
\u7ed3\u679c\u6253\u5370\u51fa\u6765\u662f<\/p>\n
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\"python\u722c\u866b20<\/p>\n
\n
1924\uff1f\uff1f<\/p>\n
\"python\u722c\u866b20<\/p>\n
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\u8fd9\u5c31\u8bf4\u660e<\/p>\n
\n
pytesseract \u662f\u6ca1\u529e\u6cd5\u8bc6\u522b\u592a\u591a\u566a\u70b9\u7684\u56fe\u7247\u7684<\/p>\n
\n
\u5982\u679c\u8fd9\u4e2a\u56fe\u7247\u518d\u52a0\u4e0a\u4e00\u70b9\u5f69\u8272\u80cc\u666f<\/p>\n
\n
\"python\u722c\u866b20<\/p>\n
\n
\u90a3\u4e48\u5bf9\u00a0pytesseract \u6765\u8bf4\u66f4\u662f\u6709\u70b9\u5403\u529b\u7684<\/span><\/p>\n
\u00a0<\/span><\/p>\n
\u6240\u4ee5\u6211\u4eec\u5148\u5bf9\u8fd9\u5f20\u56fe\u7247\u7070\u5ea6\u5904\u7406\u4e00\u4e0b<\/span><\/p>\n
\u00a0<\/span><\/p>\n
\u00a0<\/span><\/p>\n
\n
captcha = Image.open(\"captcha2.png\"<\/span>)\n<\/span><\/code>result = captcha.convert('L')\n<\/span><\/code>result.show()<\/span><\/code><\/pre>\n<\/section>\n
\n
\u56fe\u7247\u5c31\u53d8\u6210\u7070\u4e86<\/p>\n
\n
\"python\u722c\u866b20<\/p>\n
\n
\u867d\u7136\u7070\u4e86<\/p>\n
\n
\u4f46\u662f\u8fd8\u4e0d\u591f<\/p>\n
\n
\u6211\u4eec\u9664\u4e86\u5904\u7406\u7070\u5ea6\u8fd8\u9700\u8981\u5bf9\u5176\u00a0\u4e8c\u503c\u5316<\/span><\/p>\n
\u00a0<\/span><\/p>\n
\n
def<\/span> convert_img<\/span>(img,threshold)<\/span>:\n<\/span><\/span><\/code>\u00a0\u00a0\u00a0\u00a0img\u00a0=\u00a0img.convert(\"L\"<\/span>)\u00a0\u00a0#\u00a0\u5904\u7406\u7070\u5ea6\n<\/span><\/span><\/code>    pixels = img.load()\n<\/span><\/code>    for<\/span> x in<\/span> range(img.width):\n<\/span><\/code>        for<\/span> y in<\/span> range(img.height):\n<\/span><\/code>            if<\/span> pixels[x, y] > threshold:\n<\/span><\/code>                pixels[x, y] = 255\n<\/span><\/span><\/code>            else<\/span>:\n<\/span><\/code>                pixels[x, y] = 0\n<\/span><\/span><\/code>    return<\/span> img<\/span><\/code><\/pre>\n<\/section>\n
\n
\u8c03\u7528\u4e00\u4e0b<\/p>\n
\n
\n
convert_img(captcha,150)<\/span><\/code><\/pre>\n<\/section>\n
\n
\u8fd9\u65f6\u5019\u56fe\u7247\u5c31\u53d8\u6210\u8fd9\u6837\u4e86<\/p>\n
\n
\"python\u722c\u866b20<\/p>\n
\n
\u662f\u4e0d\u662f\u4e00\u4e0b\u5b50\u5c31\u6e05\u6670\u5f88\u591a\u4e86\u5462<\/p>\n
\n
\u8fd9\u65f6\u5019\u6211\u4eec\u5bf9\u8fd9\u5f20\u56fe\u7247\u8bc6\u522b\u4e00\u4e0b<\/p>\n
\n
# \u8bc6\u522b\u4e00\u4e0b\n<\/span><\/span><\/code>result = pytesseract.image_to_string(result)\n<\/span><\/code>print(result)<\/span><\/code><\/pre>\n<\/section>\n
\n
\u6210\u529f\u8bc6\u522b<\/p>\n
\n
\"python\u722c\u866b20<\/p>\n
\n
\n
\u63a5\u4e0b\u6765\u6211\u4eec\u518d\u6765\u770b\u770b\u6709\u6bdb\u6709\u566a\u7684\u56fe\u7247<\/p>\n
\n
\"python\u722c\u866b20<\/p>\n
\n
\u8fd9\u65f6\u5019\u76f4\u63a5\u53bb\u8bc6\u522b\u662f\u8bc6\u522b\u4e0d\u51fa\u6765\u7684<\/p>\n
\n
\u6240\u4ee5\u8fd8\u662f\u8001\u529e\u6cd5<\/p>\n
\n
\u5148\u5904\u7406\u7070\u5ea6<\/p>\n
\n
\u518d \u4e8c\u503c\u5316<\/p>\n
\n
\u8fd9\u6b21\u6211\u4eec\u518d\u964d\u4e00\u4e0b\u566a<\/p>\n
\n
\n
data<\/span> = img.getdata()\n<\/span><\/span><\/code>    w,h<\/span> = img.size\n<\/span><\/span><\/code>    count<\/span> = 0\n<\/span><\/span><\/code>    for<\/span> x in range(1,h-1):\n<\/span><\/span><\/code>        for<\/span> y in range(1, h - 1):\n<\/span><\/span><\/code>            # \u627e\u51fa\u5404\u4e2a\u50cf\u7d20\u65b9\u5411\n<\/span><\/span><\/code>            mid_pixel<\/span> = data[w * y + x]\n<\/span><\/span><\/code>            if<\/span> mid_pixel == 0:\n<\/span><\/span><\/code>                top_pixel<\/span> = data[w * (y - 1) + x]\n<\/span><\/span><\/code>                left_pixel<\/span> = data[w * y + (x - 1)]\n<\/span><\/span><\/code>                down_pixel<\/span> = data[w * (y + 1) + x]<\/span><\/span><\/code>                right_pixel<\/span> = data[w * y + (x + 1)]\n<\/span><\/span><\/code>\n<\/span><\/code>                if<\/span> top_pixel == 0:\n<\/span><\/span><\/code>                    count<\/span> += 1\n<\/span><\/span><\/code>                if<\/span> left_pixel == 0:\n<\/span><\/span><\/code>                    count<\/span> += 1\n<\/span><\/span><\/code>                if<\/span> down_pixel == 0:\n<\/span><\/span><\/code>                    count<\/span> += 1\n<\/span><\/span><\/code>                if<\/span> right_pixel == 0:\n<\/span><\/span><\/code>                    count<\/span> += 1\n<\/span><\/span><\/code>                if<\/span> count > 4:\n<\/span><\/span><\/code>                    img.putpixel((x,<\/span> y), 0)<\/span><\/span><\/code><\/pre>\n<\/section>\n
\n
\u56fe\u7247\u53d8\u6210\u8fd9\u6837\u4e86<\/p>\n
\n
\"python\u722c\u866b20<\/p>\n
\n
\u518d\u8bc6\u522b\u4e00\u4e0b<\/p>\n
\n
\"python\u722c\u866b20<\/p>\n
\n
\n
\n
\"python\u722c\u866b20<\/p>\n
\n
\u4e0d\u8fc7<\/p>\n
\n
pytesseract \u4e0d\u662f\u4e07\u80fd\u7684<\/p>\n
\n
\u5bf9\u4e8e\u7a0d\u5fae\u590d\u6742\u4e00\u70b9\u7684\u5c31\u8bc6\u522b\u4e0d\u51fa\u6765\u4e86<\/p>\n
\n
\u81f3\u4e8e\u8fd9\u5f20<\/p>\n
\n
\"python\u722c\u866b20<\/p>\n
\n
\u4f60\u80fd\u770b\u51fa\u5b83\u662f 1l1l0oO0 \u4e48\uff1f<\/p>\n
\n
\u5982\u679c\u4f60\u80fd<\/p>\n
\n
\u7b97\u4f60\u725b\u903c<\/p>\n
\n
\"python\u722c\u866b20<\/p>\n
\n
\u53cd\u6b63\u5c0f\u5e05b\u4e0d\u80fd<\/p>\n
\n
\u6240\u4ee5\u00a0pytesseract \u4e5f\u4e0d\u80fd<\/span><\/p>\n
\u00a0<\/span><\/p>\n
\u5bf9\u4e8e\u4e00\u4e9b\u7b80\u5355\u7684\u9a8c\u8bc1\u7801<\/p>\n
\n
\u4f7f\u7528 pytesseract \u8fd8\u662f\u53ef\u4ee5\u7684<\/p>\n
\n
\u5982\u679c\u4f60\u60f3\u63d0\u9ad8 pytesseract \u8bc6\u522b\u7387<\/p>\n
\n
\u8fd8\u53ef\u4ee5\u53bb\u641e\u4e9b\u56fe\u7247\u53bb\u8bad\u7ec3\u4e00\u4e0b\u00a0tesseract-ocr<\/span><\/p>\n
\n
\"python\u722c\u866b20<\/p>\n
\u00a0<\/span><\/p>\n
ok<\/p>\n
\n
\u4ee5\u4e0a<\/p>\n
\n
\u4e3b\u8981\u8ba9\u4f60\u4e86\u89e3\u4e00\u4e0b\u56fe\u7247\u8bc6\u522b\u5e93\u7684\u4f7f\u7528<\/p>\n
\n
\u4ee5\u53ca\u5bf9\u4e00\u4e9b\u56fe\u7247\u7684\u5e38\u7528\u964d\u566a\u64cd\u4f5c<\/p>\n
\n
\u90a3\u4e48\u4e0b\u6b21\u4f60\u722c\u5230\u4e00\u4e9b\u9700\u8981\u56fe\u50cf\u7684\u7b80\u5355\u9a8c\u8bc1\u7801<\/p>\n
\n
\u5e94\u8be5\u4e0d\u5728\u8bdd\u4e0b\u4e86<\/p>\n
\n
\u5b8c<\/p>\n
\n
\u4e0b\u56de\u89c1<\/p>\n
\n
\u542c\u8bf4\u4f60\u8981 \u7ea6<\/span><\/a> \u6211\u554a\uff01\uff1f<\/p>\n
\n
peace<\/span><\/p>\n
\n
\"python\u722c\u866b20<\/p>\n
\n
\n
\u00a0 \u00a0 \u00a0 \u70b9\u4e2a\u5728\u770b\u554a~~<\/span>\uff08\u7834\u97f3\uff09<\/p>\n
\"python\u722c\u866b20<\/p>\n
\n
\u539f\u6587\u59cb\u53d1\u4e8e\u5fae\u4fe1\u516c\u4f17\u53f7\uff08\u5b66\u4e60python\u7684\u6b63\u786e\u59ff\u52bf\uff09\uff1apython\u722c\u866b20 | \u5c0f\u5e05b\u6559\u4f60\u5982\u4f55\u8bc6\u522b\u56fe\u7247\u9a8c\u8bc1\u7801<\/a><\/p><\/blockquote>\n<\/div>\n","protected":false},"excerpt":{"rendered":"
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