{"id":1102078,"date":"2025-01-08T15:56:06","date_gmt":"2025-01-08T07:56:06","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/1102078.html"},"modified":"2025-01-08T15:56:09","modified_gmt":"2025-01-08T07:56:09","slug":"%e5%a6%82%e4%bd%95%e4%bd%bf%e7%94%a8python%e6%8f%90%e5%8f%96%e5%9b%be%e7%89%87%e4%b8%ad%e6%96%87%e5%ad%97-3","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/1102078.html","title":{"rendered":"\u5982\u4f55\u4f7f\u7528python\u63d0\u53d6\u56fe\u7247\u4e2d\u6587\u5b57"},"content":{"rendered":"

\"\u5982\u4f55\u4f7f\u7528python\u63d0\u53d6\u56fe\u7247\u4e2d\u6587\u5b57\"<\/p>\n

\u4f7f\u7528Python\u63d0\u53d6\u56fe\u7247\u4e2d\u6587\u5b57\u7684\u65b9\u6cd5\u6709\uff1a\u4f7f\u7528OCR\u6280\u672f\u3001\u9009\u62e9\u5408\u9002\u7684OCR\u5e93\u3001\u5904\u7406\u56fe\u50cf\u4ee5\u63d0\u9ad8\u8bc6\u522b\u7387\u3001\u7f16\u5199Python\u811a\u672c\u3002<\/strong>\u5176\u4e2d\uff0cOCR\uff08\u5149\u5b66\u5b57\u7b26\u8bc6\u522b\uff09\u6280\u672f<\/strong>\u662f\u63d0\u53d6\u56fe\u7247\u4e2d\u6587\u5b57\u7684\u6838\u5fc3\u3002OCR\u6280\u672f\u80fd\u591f\u901a\u8fc7\u5206\u6790\u548c\u8bc6\u522b\u56fe\u50cf\u4e2d\u7684\u6587\u5b57\uff0c\u5e76\u5c06\u5176\u8f6c\u6362\u4e3a\u53ef\u7f16\u8f91\u7684\u6587\u672c\u3002\u63a5\u4e0b\u6765\uff0c\u6211\u4eec\u5c06\u8be6\u7ec6\u63a2\u8ba8\u5982\u4f55\u5728Python\u4e2d\u4f7f\u7528OCR\u6280\u672f\u6765\u63d0\u53d6\u56fe\u7247\u4e2d\u6587\u5b57\u3002<\/p>\n<\/p>\n

\u4e00\u3001OCR\u6280\u672f<\/p>\n<\/p>\n

OCR\u6280\u672f\uff08Optical Character Recognition\uff09\u662f\u5c06\u56fe\u50cf\u4e2d\u7684\u6587\u5b57\u8f6c\u6362\u6210\u53ef\u7f16\u8f91\u6587\u672c\u7684\u6280\u672f\u3002\u5e38\u7528\u7684OCR\u5e93\u5305\u62ecTesseract\u3001EasyOCR\u548cPytesseract\u7b49\u3002\u8fd9\u4e9b\u5e93\u80fd\u591f\u8bfb\u53d6\u56fe\u50cf\u6587\u4ef6\uff0c\u5e76\u4f7f\u7528OCR\u7b97\u6cd5\u8bc6\u522b\u5176\u4e2d\u7684\u6587\u5b57\u3002<\/p>\n<\/p>\n

    \n
  1. \n

    Tesseract OCR<\/p>\n

    Tesseract\u662f\u7531Google\u7ef4\u62a4\u7684\u5f00\u6e90OCR\u5f15\u64ce\uff0c\u5177\u6709\u5f88\u9ad8\u7684\u8bc6\u522b\u51c6\u786e\u7387\u3002\u5b83\u652f\u6301\u591a\u79cd\u8bed\u8a00\uff0c\u5e76\u4e14\u53ef\u4ee5\u5728\u4e0d\u540c\u5e73\u53f0\u4e0a\u4f7f\u7528\u3002<\/p>\n<\/p>\n<\/li>\n

  2. \n

    EasyOCR<\/p>\n

    EasyOCR\u662f\u4e00\u4e2a\u57fa\u4e8ePyTorch\u7684OCR\u5e93\uff0c\u5177\u6709\u7b80\u5355\u6613\u7528\u7684API\uff0c\u652f\u630180\u591a\u79cd\u8bed\u8a00\uff0c\u5e76\u4e14\u5bf9\u624b\u5199\u6587\u5b57\u8bc6\u522b\u6709\u8f83\u597d\u7684\u6548\u679c\u3002<\/p>\n<\/p>\n<\/li>\n

  3. \n

    Pytesseract<\/p>\n

    Pytesseract\u662fTesseract OCR\u7684Python\u5c01\u88c5\uff0c\u901a\u8fc7\u8c03\u7528Tesseract\u5f15\u64ce\u6765\u8fdb\u884c\u6587\u5b57\u8bc6\u522b\u3002\u5b83\u4f7f\u7528\u7b80\u5355\uff0c\u9002\u5408Python\u7528\u6237\u5feb\u901f\u4e0a\u624b\u3002<\/p>\n<\/p>\n<\/li>\n<\/ol>\n

    \u4e8c\u3001\u9009\u62e9\u5408\u9002\u7684OCR\u5e93<\/p>\n<\/p>\n

    \u6839\u636e\u9879\u76ee\u9700\u6c42\u9009\u62e9\u5408\u9002\u7684OCR\u5e93\u3002Tesseract\u9002\u5408\u9700\u8981\u9ad8\u8bc6\u522b\u51c6\u786e\u7387\u548c\u591a\u8bed\u8a00\u652f\u6301\u7684\u9879\u76ee\uff0cEasyOCR\u9002\u5408\u9700\u8981\u624b\u5199\u6587\u5b57\u8bc6\u522b\u7684\u9879\u76ee\uff0c\u800cPytesseract\u5219\u9002\u5408\u5feb\u901f\u5f00\u53d1\u548c\u6d4b\u8bd5\u3002<\/p>\n<\/p>\n

      \n
    1. \n

      \u5b89\u88c5Tesseract<\/p>\n

      \u5728Windows\u7cfb\u7edf\u4e0a\u5b89\u88c5Tesseract\uff0c\u53ef\u4ee5\u4ece\u5176\u5b98\u65b9\u7f51\u7ad9\u4e0b\u8f7d\u5b89\u88c5\u5305\u3002\u5b89\u88c5\u5b8c\u6210\u540e\uff0c\u9700\u8981\u5c06Tesseract\u7684\u5b89\u88c5\u8def\u5f84\u6dfb\u52a0\u5230\u7cfb\u7edf\u7684\u73af\u5883\u53d8\u91cf\u4e2d\u3002<\/p>\n<\/p>\n<\/li>\n

    2. \n

      \u5b89\u88c5EasyOCR<\/p>\n

      \u53ef\u4ee5\u901a\u8fc7pip\u547d\u4ee4\u5b89\u88c5EasyOCR\uff1apip install easyocr<\/code>\u3002<\/p>\n<\/p>\n<\/li>\n

    3. \n

      \u5b89\u88c5Pytesseract<\/p>\n

      \u53ef\u4ee5\u901a\u8fc7pip\u547d\u4ee4\u5b89\u88c5Pytesseract\uff1apip install pytesseract<\/code>\u3002\u540c\u65f6\u9700\u8981\u786e\u4fdd\u5df2\u7ecf\u5b89\u88c5\u4e86Tesseract\u5f15\u64ce\u3002<\/p>\n<\/p>\n<\/li>\n<\/ol>\n

      \u4e09\u3001\u5904\u7406\u56fe\u50cf\u4ee5\u63d0\u9ad8\u8bc6\u522b\u7387<\/p>\n<\/p>\n

      \u5728\u8fdb\u884cOCR\u8bc6\u522b\u4e4b\u524d\uff0c\u5bf9\u56fe\u50cf\u8fdb\u884c\u9884\u5904\u7406\u80fd\u591f\u663e\u8457\u63d0\u9ad8\u8bc6\u522b\u7387\u3002\u5e38\u7528\u7684\u56fe\u50cf\u5904\u7406\u65b9\u6cd5\u5305\u62ec\u7070\u5ea6\u5316\u3001\u4e8c\u503c\u5316\u3001\u53bb\u566a\u7b49\u3002<\/p>\n<\/p>\n

        \n
      1. \n

        \u7070\u5ea6\u5316<\/p>\n

        \u5c06\u56fe\u50cf\u8f6c\u6362\u4e3a\u7070\u5ea6\u56fe\u50cf\uff0c\u51cf\u5c11\u56fe\u50cf\u4e2d\u7684\u989c\u8272\u4fe1\u606f\uff0c\u4fdd\u7559\u6587\u5b57\u4fe1\u606f\u3002<\/p>\n<\/p>\n<\/li>\n

      2. \n

        \u4e8c\u503c\u5316<\/p>\n

        \u5c06\u7070\u5ea6\u56fe\u50cf\u8f6c\u6362\u4e3a\u9ed1\u767d\u56fe\u50cf\uff0c\u63d0\u9ad8\u6587\u5b57\u4e0e\u80cc\u666f\u7684\u5bf9\u6bd4\u5ea6\uff0c\u4f7f\u6587\u5b57\u66f4\u52a0\u6e05\u6670\u3002<\/p>\n<\/p>\n<\/li>\n

      3. \n

        \u53bb\u566a<\/p>\n

        \u53bb\u9664\u56fe\u50cf\u4e2d\u7684\u566a\u70b9\u548c\u5e72\u6270\uff0c\u63d0\u9ad8\u6587\u5b57\u7684\u6e05\u6670\u5ea6\u3002<\/p>\n<\/p>\n<\/li>\n<\/ol>\n

        \u4f7f\u7528OpenCV\u5e93\u53ef\u4ee5\u65b9\u4fbf\u5730\u8fdb\u884c\u56fe\u50cf\u5904\u7406\u3002\u5b89\u88c5OpenCV\u5e93\uff1apip install opencv-python<\/code>\u3002<\/p>\n<\/p>\n

        \u56db\u3001\u7f16\u5199Python\u811a\u672c<\/p>\n<\/p>\n

        \u7f16\u5199Python\u811a\u672c\uff0c\u8c03\u7528OCR\u5e93\u8fdb\u884c\u6587\u5b57\u8bc6\u522b\u3002\u4ee5\u4e0b\u662f\u4f7f\u7528Pytesseract\u5e93\u7684\u793a\u4f8b\u4ee3\u7801\uff1a<\/p>\n<\/p>\n

        import cv2<\/p>\n
        import pytesseract<\/p>\n
        \u914d\u7f6eTesseract\u8def\u5f84<\/strong><\/h2>\n
        pytesseract.pytesseract.tesseract_cmd = r'C:\\Program Files\\Tesseract-OCR\\tesseract.exe'<\/p>\n
        \u8bfb\u53d6\u56fe\u50cf<\/strong><\/h2>\n
        image = cv2.imread('image.png')<\/p>\n
        \u7070\u5ea6\u5316<\/strong><\/h2>\n
        gray = cv2.cvtColor(image, cv2.COLOR_BGR2GRAY)<\/p>\n
        \u4e8c\u503c\u5316<\/strong><\/h2>\n
        _, binary = cv2.threshold(gray, 128, 255, cv2.THRESH_BINARY)<\/p>\n
        \u53bb\u566a<\/strong><\/h2>\n
        binary = cv2.medianBlur(binary, 3)<\/p>\n
        \u6587\u5b57\u8bc6\u522b<\/strong><\/h2>\n
        text = pytesseract.image_to_string(binary, lang='eng')<\/p>\n
        print(text)<\/p>\n
        <\/code><\/pre>\n<\/p>\n
        \u6b64\u793a\u4f8b\u4ee3\u7801\u4e2d\uff0c\u9996\u5148\u914d\u7f6e\u4e86Tesseract\u8def\u5f84\uff0c\u7136\u540e\u8bfb\u53d6\u56fe\u50cf\u5e76\u8fdb\u884c\u7070\u5ea6\u5316\u3001\u4e8c\u503c\u5316\u548c\u53bb\u566a\u5904\u7406\uff0c\u6700\u540e\u8c03\u7528Pytesseract\u8fdb\u884c\u6587\u5b57\u8bc6\u522b\uff0c\u5e76\u8f93\u51fa\u8bc6\u522b\u7684\u6587\u5b57\u3002<\/p>\n<\/p>\n
        \u4e94\u3001\u5904\u7406\u8bc6\u522b\u7ed3\u679c<\/p>\n<\/p>\n
        \u8bc6\u522b\u51fa\u7684\u6587\u5b57\u53ef\u80fd\u5305\u542b\u591a\u4f59\u7684\u7a7a\u683c\u3001\u6362\u884c\u7b26\u548c\u7279\u6b8a\u5b57\u7b26\uff0c\u53ef\u4ee5\u4f7f\u7528\u6b63\u5219\u8868\u8fbe\u5f0f\u6216\u5b57\u7b26\u4e32\u5904\u7406\u51fd\u6570\u8fdb\u884c\u6e05\u6d17\u548c\u683c\u5f0f\u5316\u3002<\/p>\n<\/p>\n
          \n
        1. \u4f7f\u7528\u6b63\u5219\u8868\u8fbe\u5f0f<\/li>\n<\/ol>\n
          import re<\/p>\n
          \u53bb\u9664\u591a\u4f59\u7684\u7a7a\u683c\u548c\u6362\u884c\u7b26<\/strong><\/h2>\n
          cleaned_text = re.sub(r'\\s+', ' ', text).strip()<\/p>\n
          print(cleaned_text)<\/p>\n
          <\/code><\/pre>\n<\/p>\n
            \n
          1. \u4f7f\u7528\u5b57\u7b26\u4e32\u5904\u7406\u51fd\u6570<\/li>\n<\/ol>\n
            # \u53bb\u9664\u591a\u4f59\u7684\u7a7a\u683c\u548c\u6362\u884c\u7b26<\/p>\n
            cleaned_text = ' '.join(text.split())<\/p>\n
            print(cleaned_text)<\/p>\n
            <\/code><\/pre>\n<\/p>\n
            \u516d\u3001\u4fdd\u5b58\u8bc6\u522b\u7ed3\u679c<\/p>\n<\/p>\n
            \u5c06\u8bc6\u522b\u7ed3\u679c\u4fdd\u5b58\u5230\u6587\u672c\u6587\u4ef6\u6216\u6570\u636e\u5e93\u4e2d\uff0c\u4fbf\u4e8e\u540e\u7eed\u5904\u7406\u548c\u5206\u6790\u3002<\/p>\n<\/p>\n
              \n
            1. \u4fdd\u5b58\u5230\u6587\u672c\u6587\u4ef6<\/li>\n<\/ol>\n
              with open('output.txt', 'w', encoding='utf-8') as f:<\/p>\n
                  f.write(cleaned_text)<\/p>\n
              <\/code><\/pre>\n<\/p>\n
                \n
              1. \u4fdd\u5b58\u5230\u6570\u636e\u5e93<\/p>\n
                \u53ef\u4ee5\u4f7f\u7528SQLite\u3001MySQL\u6216\u5176\u4ed6\u6570\u636e\u5e93\uff0c\u5c06\u8bc6\u522b\u7ed3\u679c\u4fdd\u5b58\u5230\u6570\u636e\u5e93\u4e2d\u3002<\/li>\n<\/p>\n<\/ol>\n
                \u4e03\u3001\u8fdb\u9636\u5e94\u7528<\/p>\n<\/p>\n
                \u5728\u5b9e\u9645\u5e94\u7528\u4e2d\uff0c\u53ef\u4ee5\u7ed3\u5408\u5176\u4ed6\u6280\u672f\u548c\u5de5\u5177\uff0c\u63d0\u5347OCR\u7684\u6548\u679c\u548c\u5e94\u7528\u573a\u666f\u3002<\/p>\n<\/p>\n
                  \n
                1. \n
                  \u56fe\u50cf\u5206\u5272<\/p>\n
                  \u5bf9\u4e8e\u5305\u542b\u591a\u884c\u6587\u5b57\u6216\u591a\u5217\u6587\u5b57\u7684\u590d\u6742\u56fe\u50cf\uff0c\u53ef\u4ee5\u4f7f\u7528\u56fe\u50cf\u5206\u5272\u6280\u672f\uff0c\u5c06\u56fe\u50cf\u5206\u5272\u6210\u5355\u72ec\u7684\u6587\u5b57\u533a\u57df\uff0c\u63d0\u9ad8\u8bc6\u522b\u51c6\u786e\u7387\u3002<\/p>\n<\/p>\n<\/li>\n
                2. \n
                  \u7248\u9762\u5206\u6790<\/p>\n
                  \u5bf9\u4e8e\u5e26\u6709\u590d\u6742\u7248\u9762\u7684\u6587\u6863\uff0c\u53ef\u4ee5\u4f7f\u7528\u7248\u9762\u5206\u6790\u6280\u672f\uff0c\u8bc6\u522b\u6587\u6863\u7684\u7ed3\u6784\u548c\u5e03\u5c40\uff0c\u63d0\u53d6\u6587\u5b57\u5185\u5bb9\u3002<\/p>\n<\/p>\n<\/li>\n
                3. \n
                  \u81ea\u7136\u8bed\u8a00\u5904\u7406<\/p>\n
                  \u7ed3\u5408\u81ea\u7136\u8bed\u8a00\u5904\u7406\uff08NLP\uff09\u6280\u672f\uff0c\u5bf9\u8bc6\u522b\u7ed3\u679c\u8fdb\u884c\u8fdb\u4e00\u6b65\u7684\u5904\u7406\u548c\u5206\u6790\uff0c\u4f8b\u5982\u5173\u952e\u8bcd\u63d0\u53d6\u3001\u60c5\u611f\u5206\u6790\u7b49\u3002<\/p>\n<\/p>\n<\/li>\n<\/ol>\n
                  \u516b\u3001\u603b\u7ed3<\/p>\n<\/p>\n
                  \u901a\u8fc7\u672c\u6587\u7684\u4ecb\u7ecd\uff0c\u6211\u4eec\u4e86\u89e3\u4e86\u5982\u4f55\u4f7f\u7528Python\u63d0\u53d6\u56fe\u7247\u4e2d\u6587\u5b57\u7684\u65b9\u6cd5\u3002\u9996\u5148\uff0c\u9009\u62e9\u5408\u9002\u7684OCR\u5e93\uff0c\u5e76\u8fdb\u884c\u56fe\u50cf\u9884\u5904\u7406\uff0c\u4ee5\u63d0\u9ad8\u8bc6\u522b\u7387\u3002\u7136\u540e\uff0c\u7f16\u5199Python\u811a\u672c\uff0c\u8c03\u7528OCR\u5e93\u8fdb\u884c\u6587\u5b57\u8bc6\u522b\uff0c\u5e76\u5904\u7406\u8bc6\u522b\u7ed3\u679c\u3002\u6700\u540e\uff0c\u5c06\u8bc6\u522b\u7ed3\u679c\u4fdd\u5b58\u5230\u6587\u672c\u6587\u4ef6\u6216\u6570\u636e\u5e93\u4e2d\uff0c\u4fbf\u4e8e\u540e\u7eed\u5904\u7406\u548c\u5206\u6790\u3002\u901a\u8fc7\u8fd9\u4e9b\u6b65\u9aa4\uff0c\u53ef\u4ee5\u6709\u6548\u5730\u63d0\u53d6\u56fe\u7247\u4e2d\u7684\u6587\u5b57\uff0c\u5b9e\u73b0\u56fe\u50cf\u6587\u5b57\u8bc6\u522b\u7684\u81ea\u52a8\u5316\u5904\u7406\u3002<\/p>\n<\/p>\n
                  \u76f8\u5173\u95ee\u7b54FAQs\uff1a<\/strong><\/h2>\n
                   \u5982\u4f55\u5728Python\u4e2d\u63d0\u53d6\u56fe\u7247\u4e2d\u7684\u6587\u672c\uff1f<\/strong>
                  \u8981\u5728Python\u4e2d\u63d0\u53d6\u56fe\u7247\u4e2d\u7684\u6587\u672c\uff0c\u901a\u5e38\u4f7f\u7528OCR\uff08\u5149\u5b66\u5b57\u7b26\u8bc6\u522b\uff09\u6280\u672f\u3002\u6700\u5e38\u7528\u7684\u5e93\u662fTesseract\u3002\u5b89\u88c5Pillow\u548cpytesseract\u5e93\u540e\uff0c\u53ef\u4ee5\u7528\u4ee5\u4e0b\u4ee3\u7801\u5b9e\u73b0\u6587\u672c\u63d0\u53d6\uff1a  <\/p>\n
                  from PIL import Image\nimport pytesseract\n\n# \u52a0\u8f7d\u56fe\u7247\nimage = Image.open('your_image.png')\n# \u4f7f\u7528Tesseract\u63d0\u53d6\u6587\u672c\ntext = pytesseract.image_to_string(image)\nprint(text)\n<\/code><\/pre>\n
                  \u786e\u4fdd\u5df2\u7ecf\u5b89\u88c5Tesseract\u8f6f\u4ef6\uff0c\u5e76\u5728\u4ee3\u7801\u4e2d\u6b63\u786e\u6307\u5b9a\u5176\u8def\u5f84\u3002<\/p>\n
                  \u63d0\u53d6\u56fe\u7247\u4e2d\u6587\u5b57\u65f6\uff0c\u5982\u4f55\u63d0\u9ad8\u8bc6\u522b\u7684\u51c6\u786e\u6027\uff1f<\/strong>
                  \u63d0\u9ad8OCR\u8bc6\u522b\u51c6\u786e\u6027\u7684\u65b9\u6cd5\u6709\u5f88\u591a\u3002\u53ef\u4ee5\u5c1d\u8bd5\u4ee5\u4e0b\u51e0\u79cd\u65b9\u5f0f\uff1a  <\/p>\n
                    \n
                  1. \u56fe\u50cf\u9884\u5904\u7406\uff1a\u5728\u63d0\u53d6\u524d\uff0c\u4f7f\u7528\u56fe\u50cf\u5904\u7406\u5e93\uff08\u5982OpenCV\uff09\u8fdb\u884c\u53bb\u566a\u3001\u4e8c\u503c\u5316\u548c\u88c1\u526a\u3002<\/li>\n
                  2. \u4f7f\u7528\u6e05\u6670\u7684\u5b57\u4f53\uff1a\u9009\u62e9\u7b80\u5355\u3001\u6e05\u6670\u7684\u5b57\u4f53\u6837\u5f0f\uff0c\u907f\u514d\u590d\u6742\u80cc\u666f\u3002<\/li>\n
                  3. \u8c03\u6574\u56fe\u7247\u5206\u8fa8\u7387\uff1a\u63d0\u9ad8\u56fe\u7247\u7684\u5206\u8fa8\u7387\uff0c\u6709\u52a9\u4e8e\u63d0\u9ad8\u8bc6\u522b\u7cbe\u5ea6\u3002<\/li>\n<\/ol>\n
                    \u5728Python\u4e2d\u662f\u5426\u53ef\u4ee5\u6279\u91cf\u5904\u7406\u591a\u5f20\u56fe\u7247\u7684\u6587\u672c\u63d0\u53d6\uff1f<\/strong>
                    \u5f53\u7136\u53ef\u4ee5\u3002\u4f60\u53ef\u4ee5\u4f7f\u7528\u5faa\u73af\u7ed3\u6784\u6765\u5904\u7406\u591a\u4e2a\u56fe\u7247\u3002\u4ee5\u4e0b\u662f\u4e00\u4e2a\u7b80\u5355\u7684\u793a\u4f8b\uff1a  <\/p>\n
                    import os\nfrom PIL import Image\nimport pytesseract\n\n# \u6307\u5b9a\u56fe\u7247\u6587\u4ef6\u5939\u8def\u5f84\nfolder_path = 'your_image_folder'\nfor filename in os.listdir(folder_path):\n    if filename.endswith('.png') or filename.endswith('.jpg'):\n        image_path = os.path.join(folder_path, filename)\n        image = Image.open(image_path)\n        text = pytesseract.image_to_string(image)\n        print(f'Text from {filename}: {text}')\n<\/code><\/pre>\n
                    \u8fd9\u79cd\u65b9\u5f0f\u53ef\u4ee5\u6709\u6548\u5730\u4ece\u6587\u4ef6\u5939\u4e2d\u7684\u6240\u6709\u56fe\u7247\u4e2d\u63d0\u53d6\u6587\u672c\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"\u4f7f\u7528Python\u63d0\u53d6\u56fe\u7247\u4e2d\u6587\u5b57\u7684\u65b9\u6cd5\u6709\uff1a\u4f7f\u7528OCR\u6280\u672f\u3001\u9009\u62e9\u5408\u9002\u7684OCR\u5e93\u3001\u5904\u7406\u56fe\u50cf\u4ee5\u63d0\u9ad8\u8bc6\u522b\u7387\u3001\u7f16\u5199Pyth […]","protected":false},"author":3,"featured_media":1102085,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[37],"tags":[],"acf":[],"_links":{"self":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/1102078"}],"collection":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/comments?post=1102078"}],"version-history":[{"count":"1","href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/1102078\/revisions"}],"predecessor-version":[{"id":1102086,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/1102078\/revisions\/1102086"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media\/1102085"}],"wp:attachment":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media?parent=1102078"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/categories?post=1102078"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/tags?post=1102078"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}