{"id":220864,"date":"2024-05-11T18:27:09","date_gmt":"2024-05-11T10:27:09","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/220864.html"},"modified":"2024-05-11T18:27:14","modified_gmt":"2024-05-11T10:27:14","slug":"%e7%88%ac%e8%99%ab%e4%b8%ad%e5%a6%82%e4%bd%95%e6%8f%90%e5%8f%96%e5%9b%be%e7%89%87%e4%b8%ad%e7%9a%84%e6%96%87%e5%ad%97","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/220864.html","title":{"rendered":"\u722c\u866b\u4e2d\u5982\u4f55\u63d0\u53d6\u56fe\u7247\u4e2d\u7684\u6587\u5b57"},"content":{"rendered":"<p style=\"text-align:center\"><img decoding=\"async\" src=\"https:\/\/cdn-kb.worktile.com\/kb\/wp-content\/uploads\/2024\/04\/25140940\/7df02e67-1033-4668-84f6-cf4691bb4d66.webp\" alt=\"\u722c\u866b\u4e2d\u5982\u4f55\u63d0\u53d6\u56fe\u7247\u4e2d\u7684\u6587\u5b57\" \/><\/p>\n<p><p><strong>\u722c\u866b\u4e2d\u63d0\u53d6\u56fe\u7247\u4e2d\u7684\u6587\u5b57\u4e3b\u8981\u4f9d\u8d56\u4e8e\u56fe\u50cf\u8bc6\u522b\u548c\u6587\u5b57\u8bc6\u522b\u6280\u672f<\/strong>\u3001<strong>\u91c7\u7528\u5149\u5b66\u5b57\u7b26\u8bc6\u522b\uff08Optical Character Recognition, OCR\uff09\u6280\u672f\u6765\u5b9e\u73b0<\/strong>\u3002OCR\u662f\u4e00\u79cd\u5c06\u4e0d\u540c\u7c7b\u578b\u7684\u6587\u6863\u5982\u626b\u63cf\u7684\u7eb8\u8d28\u6587\u6863\u3001PDF\u6587\u4ef6\u6216\u56fe\u50cf\u6587\u4ef6\u91cc\u7684\u6587\u5b57\u8f6c\u6362\u4e3a\u673a\u5668\u7f16\u7801\u7684\u6587\u5b57\u7684\u8fc7\u7a0b\u3002\u5728\u722c\u866b\u4e2d\u63d0\u53d6\u56fe\u7247\u4e2d\u7684\u6587\u5b57\uff0c\u9996\u5148\u9700\u8981\u5c06\u56fe\u7247\u4e0b\u8f7d\u5230\u672c\u5730\u6216\u8005\u83b7\u53d6\u5176\u5728\u7ebf\u94fe\u63a5\uff0c\u7136\u540e\u4f7f\u7528OCR\u5de5\u5177\u6216\u670d\u52a1\u8bfb\u53d6\u56fe\u7247\u5185\u5bb9\uff0c\u83b7\u53d6\u5176\u4e2d\u7684\u6587\u5b57\u4fe1\u606f\u3002\u5e02\u9762\u4e0a\u6709\u8bb8\u591a\u4f18\u79c0\u7684OCR\u5f15\u64ce\uff0c\u4f8b\u5982Tesseract OCR\u3001Google Vision API\u7b49\uff0c\u5b83\u4eec\u53ef\u4ee5\u88ab\u96c6\u6210\u5230\u722c\u866b\u7cfb\u7edf\u4e2d\u4ee5\u5b9e\u73b0\u81ea\u52a8\u5316\u7684\u6587\u5b57\u63d0\u53d6\u8fc7\u7a0b\u3002<\/p>\n<\/p>\n<p><p>\u5177\u4f53\u5730\uff0cOCR\u7684\u5b9e\u73b0\u8fc7\u7a0b\u5305\u62ec\u56fe\u50cf\u9884\u5904\u7406\uff08\u6bd4\u5982\u53bb\u566a\u3001\u4e8c\u503c\u5316\u3001\u65cb\u8f6c\u77eb\u6b63\uff09\u4ee5\u589e\u5f3a\u6587\u5b57\u7684\u53ef\u8bc6\u522b\u5ea6\u3001\u6587\u5b57\u68c0\u6d4b\u4e0e\u5206\u5272\uff08\u7528\u6765\u786e\u5b9a\u6587\u5b57\u7684\u4f4d\u7f6e\u548c\u5206\u5272\u4e0d\u540c\u5b57\u7b26\uff09\u3001\u5b57\u7b26\u8bc6\u522b\uff08\u5b9e\u9645\u5c06\u56fe\u50cf\u8f6c\u6362\u6210\u6587\u5b57\uff09\u4ee5\u53ca\u540e\u5904\u7406\uff08\u7ea0\u6b63\u8bc6\u522b\u9519\u8bef\u548c\u4f18\u5316\u8bc6\u522b\u7ed3\u679c\uff09\u3002\u63a5\u4e0b\u6765\uff0c\u6211\u5c06\u8be6\u7ec6\u4ecb\u7ecd\u722c\u866b\u4e2d\u5982\u4f55\u5b9e\u73b0\u56fe\u7247\u6587\u5b57\u7684\u63d0\u53d6\u6b65\u9aa4\u3002<\/p>\n<\/p>\n<p><h3>\u4e00\u3001\u56fe\u50cf\u83b7\u53d6\u4e0e\u4e0b\u8f7d<\/h3>\n<\/p>\n<p><p>\u5728\u5f00\u59cb\u63d0\u53d6\u4e4b\u524d\uff0c\u9700\u8981\u5148\u83b7\u5f97\u56fe\u7247\u8d44\u6e90\u3002\u722c\u866b\u53ef\u4ee5\u901a\u8fc7HTTP\u8bf7\u6c42\u4e0b\u8f7d\u7f51\u7edc\u4e0a\u7684\u56fe\u7247\u6216\u76f4\u63a5\u8bbf\u95ee\u672c\u5730\u5b58\u50a8\u7684\u56fe\u7247\u3002\u9700\u8981\u6ce8\u610f\u7684\u662f\uff0c<strong>\u9075\u5b88\u7f51\u7ad9\u7684Robots\u534f\u8bae<\/strong>\u4ee5\u53ca<strong>\u7528\u6237\u534f\u8bae<\/strong>\uff0c\u5c0a\u91cd\u7248\u6743\u548c\u9690\u79c1\u3002<\/p>\n<\/p>\n<p><h4>\u4e0b\u8f7d\u7f51\u7edc\u56fe\u7247<\/h4>\n<\/p>\n<p><p>\u901a\u8fc7\u7f51\u7edc\u8bf7\u6c42\uff0c\u6bd4\u5982\u4f7f\u7528Python\u7684<code>requests<\/code>\u5e93\uff0c\u53ef\u4ee5\u83b7\u53d6\u7f51\u7edc\u56fe\u7247\u7684\u5185\u5bb9\uff0c\u5e76\u5c06\u5176\u4fdd\u5b58\u81f3\u672c\u5730\u3002\u8fd9\u4e00\u6b65\u9700\u8981\u5904\u7406\u56fe\u7247\u7684\u94fe\u63a5\u3001\u7f51\u7edc\u5ef6\u8fdf\u3001\u91cd\u8bd5\u673a\u5236\u7b49\u56e0\u7d20\u3002<\/p>\n<\/p>\n<p><h4>\u8bbf\u95ee\u672c\u5730\u56fe\u7247<\/h4>\n<\/p>\n<p><p>\u5982\u679c\u56fe\u7247\u5df2\u7ecf\u5b58\u50a8\u5728\u672c\u5730\uff0c\u76f4\u63a5\u901a\u8fc7\u6587\u4ef6\u8def\u5f84\u8bbf\u95ee\u56fe\u7247\u3002\u8fd9\u79cd\u60c5\u51b5\u4e0b\uff0c\u91cd\u70b9\u5728\u4e8e\u7ba1\u7406\u56fe\u7247\u6587\u4ef6\u7684\u7ec4\u7ec7\u7ed3\u6784\uff0c\u786e\u4fdd\u53ef\u4ee5\u9ad8\u6548\u5730\u68c0\u7d22\u548c\u8bbf\u95ee\u3002<\/p>\n<\/p>\n<p><h3>\u4e8c\u3001\u56fe\u50cf\u9884\u5904\u7406<\/h3>\n<\/p>\n<p><p>OCR\u51c6\u786e\u7387\u5728\u5f88\u5927\u7a0b\u5ea6\u4e0a\u53d6\u51b3\u4e8e\u56fe\u50cf\u8d28\u91cf\u3002\u56e0\u6b64\uff0c\u5bf9\u56fe\u7247\u8fdb\u884c\u9884\u5904\u7406\u662f\u63d0\u9ad8\u6587\u5b57\u8bc6\u522b\u6210\u529f\u7387\u7684\u5173\u952e\u6b65\u9aa4\u3002<strong>\u56fe\u50cf\u9884\u5904\u7406\u7684\u76ee\u7684\u662f\u4e3a\u4e86\u63d0\u9ad8\u56fe\u50cf\u4e2d\u6587\u5b57\u7684\u8bc6\u522b\u51c6\u786e\u5ea6<\/strong>\u3002<\/p>\n<\/p>\n<p><h4>\u4e8c\u503c\u5316<\/h4>\n<\/p>\n<p><p>\u5c06\u5f69\u8272\u6216\u7070\u5ea6\u56fe\u50cf\u8f6c\u6362\u4e3a\u9ed1\u767d\u56fe\u50cf\uff0c\u53bb\u9664\u4e0d\u5fc5\u8981\u7684\u989c\u8272\u4fe1\u606f\uff0c\u51f8\u663e\u6587\u5b57\u3002<\/p>\n<\/p>\n<p><h4>\u53bb\u566a\u58f0<\/h4>\n<\/p>\n<p><p>\u6d88\u9664\u56fe\u7247\u4e2d\u7684\u968f\u673a\u566a\u70b9\uff0c\u786e\u4fdd\u6587\u5b57\u8f6e\u5ed3\u66f4\u52a0\u6e05\u6670\u3002<\/p>\n<\/p>\n<p><h4>\u65cb\u8f6c\u77eb\u6b63<\/h4>\n<\/p>\n<p><p>\u5982\u679c\u6587\u5b57\u88ab\u626d\u66f2\u6216\u65cb\u8f6c\uff0c\u9700\u8981\u8fdb\u884c\u6821\u6b63\uff0c\u4fdd\u8bc1\u6587\u5b57\u5904\u4e8e\u6b63\u5e38\u9605\u8bfb\u65b9\u5411\u3002<\/p>\n<\/p>\n<p><h3>\u4e09\u3001OCR\u5f15\u64ce\u7684\u9009\u62e9\u4e0e\u4f7f\u7528<\/h3>\n<\/p>\n<p><p>\u5e02\u573a\u4e0a\u5b58\u5728\u591a\u79cdOCR\u6280\u672f\u548c\u5de5\u5177\u3002\u9009\u62e9\u5408\u9002\u7684OCR\u5f15\u64ce\u662f\u5b9e\u73b0\u9ad8\u6548\u3001\u51c6\u786e\u6587\u5b57\u63d0\u53d6\u7684\u5173\u952e\u3002<\/p>\n<\/p>\n<p><h4>Tesseract OCR<\/h4>\n<\/p>\n<p><p>\u662f\u4e00\u4e2a\u5f00\u6e90\u7684OCR\u5e93\uff0c\u53ef\u4ee5\u8bc6\u522b\u591a\u79cd\u8bed\u8a00\u7684\u6587\u5b57\uff0c\u5e76\u4e14\u652f\u6301\u81ea\u5b9a\u4e49\u8bad\u7ec3\u6a21\u578b\u3002<\/p>\n<\/p>\n<p><h4>Google Vision API<\/h4>\n<\/p>\n<p><p>\u4f5c\u4e3aGoogle\u4e91\u5e73\u53f0\u7684\u4e00\u90e8\u5206\uff0c\u5176\u63d0\u4f9b\u7684\u6587\u5b57\u8bc6\u522b\u80fd\u529b\u5f3a\u5927\uff0c\u5e76\u4e14\u80fd\u591f\u5904\u7406\u591a\u8bed\u8a00\u7684\u6587\u672c\u3002<\/p>\n<\/p>\n<p><h4>\u5176\u4ed6OCR\u5de5\u5177\u4e0e\u670d\u52a1<\/h4>\n<\/p>\n<p><p>\u9664\u4e86\u8fd9\u4e9b\uff0c\u8fd8\u6709\u8bb8\u591a\u5176\u4ed6\u7684OCR\u5f15\u64ce\uff0c\u5982\u767e\u5ea6OCR\u3001Azure OCR\u7b49\uff0c\u5b83\u4eec\u5404\u6709\u7279\u70b9\uff0c\u53ef\u4ee5\u6839\u636e\u9700\u8981\u548c\u6210\u672c\u9009\u62e9\u4f7f\u7528\u3002<\/p>\n<\/p>\n<p><h3>\u56db\u3001\u6587\u672c\u63d0\u53d6\u4e0e\u8f93\u51fa<\/h3>\n<\/p>\n<p><p>OCR\u5de5\u5177\u5728\u5904\u7406\u5b8c\u56fe\u7247\u540e\uff0c\u4f1a\u8f93\u51fa\u8bc6\u522b\u7684\u6587\u5b57\u3002\u8fd9\u4e00\u6b65\u9700\u8981\u5904\u7406\u8f93\u51fa\u7ed3\u679c\uff0c\u5e76\u5c06\u5176\u8f6c\u6362\u4e3a\u6240\u9700\u7684\u683c\u5f0f\u3002<\/p>\n<\/p>\n<p><h4>\u6587\u5b57\u8f93\u51fa\u683c\u5f0f<\/h4>\n<\/p>\n<p><p>\u901a\u5e38OCR\u5de5\u5177\u4f1a\u63d0\u4f9b\u591a\u79cd\u6587\u5b57\u8f93\u51fa\u683c\u5f0f\uff0c\u5982\u7eaf\u6587\u672c\u3001XML\u6216JSON\u3002\u53ef\u4ee5\u6839\u636e\u540e\u7eed\u5904\u7406\u9700\u6c42\u9009\u62e9\u5408\u9002\u7684\u683c\u5f0f\u3002<\/p>\n<\/p>\n<p><h4>\u540e\u5904\u7406<\/h4>\n<\/p>\n<p><p>\u5bf9OCR\u8f93\u51fa\u7684\u6587\u672c\u8fdb\u884c\u540e\u5904\u7406\uff0c\u5305\u62ec\u66f4\u6b63\u9519\u522b\u5b57\u3001\u5904\u7406\u65ad\u884c\u95ee\u9898\u3001\u53bb\u9664\u65e0\u5173\u4fe1\u606f\u7b49\u3002<\/p>\n<\/p>\n<p><h3>\u4e94\u3001\u4f18\u5316\u4e0e\u9519\u8bef\u5904\u7406<\/h3>\n<\/p>\n<p><p>\u5bf9\u4e8eOCR\u8fc7\u7a0b\u4e2d\u53ef\u80fd\u9047\u5230\u7684\u9519\u8bef\u548c\u4e0d\u51c6\u786e\u7684\u60c5\u51b5\uff0c\u9700\u8981\u76f8\u5e94\u7684\u5904\u7406\u7b56\u7565\u6765\u63d0\u9ad8\u6700\u7ec8\u7684\u6587\u5b57\u63d0\u53d6\u8d28\u91cf\u3002<\/p>\n<\/p>\n<p><h4>\u6821\u9a8c\u4e0e\u7ea0\u6b63<\/h4>\n<\/p>\n<p><p>\u901a\u8fc7\u6b63\u5219\u8868\u8fbe\u5f0f\u3001\u67e5\u8bcd\u5178\u7b49\u65b9\u6cd5\u5bf9\u53ef\u80fd\u7684\u62fc\u5199\u9519\u8bef\u8fdb\u884c\u6821\u9a8c\u548c\u7ea0\u6b63\u3002<\/p>\n<\/p>\n<p><h4>\u903b\u8f91\u4f18\u5316<\/h4>\n<\/p>\n<p><p>\u6839\u636e\u4e0a\u4e0b\u6587\u548c\u903b\u8f91\u5173\u7cfb\u4f18\u5316\u6587\u5b57\u63d0\u53d6\u7ed3\u679c\uff0c\u63d0\u9ad8\u8bc6\u522b\u7684\u51c6\u786e\u6027\u3002<\/p>\n<\/p>\n<p><h3>\u516d\u3001\u7efc\u5408\u5e94\u7528\u793a\u4f8b<\/h3>\n<\/p>\n<p><p>\u6574\u5408\u4ee5\u4e0a\u6b65\u9aa4\uff0c\u901a\u8fc7\u5b9e\u9645\u7684\u4ee3\u7801\u793a\u4f8b\u6f14\u793a\u5982\u4f55\u5728\u722c\u866b\u7cfb\u7edf\u4e2d\u5b9e\u73b0\u56fe\u7247\u4e2d\u6587\u5b57\u7684\u63d0\u53d6\u3002\u8fd9\u4e2a\u90e8\u5206\u8be6\u7ec6\u5c55\u793a\u5404\u4e2a\u73af\u8282\u7684\u5b9e\u65bd\u65b9\u6848\u548c\u6ce8\u610f\u4e8b\u9879\u3002<\/p>\n<\/p>\n<p><h4>\u5b9e\u4f8b\u4ee3\u7801\u89e3\u6790<\/h4>\n<\/p>\n<p><p>\u5c55\u793a\u4f7f\u7528Tesseract OCR\u6216Google Vision API\u7b49\u8fdb\u884c\u56fe\u7247\u6587\u5b57\u63d0\u53d6\u7684\u4ee3\u7801\uff0c\u5e76\u8fdb\u884c\u8be6\u7ec6\u89e3\u91ca\u3002<\/p>\n<\/p>\n<p><h4>\u7ed3\u679c\u5206\u6790\u4e0e\u5c55\u793a<\/h4>\n<\/p>\n<p><p>\u5c55\u793aOCR\u8bc6\u522b\u7ed3\u679c\uff0c\u5e76\u5bf9\u6bd4\u5206\u6790\u539f\u56fe\u4e0e\u8bc6\u522b\u6548\u679c\uff0c\u4ece\u800c\u8bc4\u4ef7OCR\u6280\u672f\u7684\u5b9e\u9645\u5e94\u7528\u6027\u80fd\u3002<\/p>\n<\/p>\n<p><p>\u901a\u8fc7\u4e0a\u8ff0\u516d\u4e2a\u8be6\u7ec6\u7684\u6b65\u9aa4\uff0c\u53ef\u4ee5\u5728\u722c\u866b\u7cfb\u7edf\u4e2d\u6709\u6548\u5b9e\u73b0\u56fe\u7247\u4e2d\u6587\u5b57\u7684\u63d0\u53d6\u3002OCR\u6280\u672f\u7684\u53d1\u5c55\u4e3a\u56fe\u50cf\u4e2d\u7684\u6587\u5b57\u6355\u83b7\u548c\u81ea\u52a8\u5316\u5904\u7406\u63d0\u4f9b\u4e86\u5f3a\u5927\u7684\u5de5\u5177\uff0c\u4f46\u4ecd\u9700\u8981\u4e0d\u65ad\u4f18\u5316\u7b97\u6cd5\u548c\u6d41\u7a0b\uff0c\u4ee5\u9002\u5e94\u4e0d\u540c\u7c7b\u578b\u548c\u8d28\u91cf\u7684\u56fe\u50cf\uff0c\u63d0\u9ad8\u8bc6\u522b\u7684\u51c6\u786e\u6027\u548c\u6548\u7387\u3002<\/p>\n<\/p>\n<h2><strong>\u76f8\u5173\u95ee\u7b54FAQs\uff1a<\/strong><\/h2>\n<p><strong>Q1: \u6211\u5982\u4f55\u5728\u722c\u866b\u4e2d\u63d0\u53d6\u56fe\u7247\u4e2d\u7684\u6587\u5b57\uff1f<\/strong><\/p>\n<p>A1: \u5728\u722c\u866b\u4e2d\u63d0\u53d6\u56fe\u7247\u4e2d\u7684\u6587\u5b57\u6709\u51e0\u79cd\u65b9\u6cd5\u3002\u4e00\u79cd\u5e38\u89c1\u7684\u65b9\u6cd5\u662f\u4f7f\u7528\u5149\u5b66\u5b57\u7b26\u8bc6\u522b\u6280\u672f\uff08OCR\uff09\u3002\u5728Python\u4e2d\uff0c\u4f60\u53ef\u4ee5\u4f7f\u7528\u50cfTesseract\u8fd9\u6837\u7684OCR\u5e93\u6765\u8bc6\u522b\u56fe\u7247\u4e2d\u7684\u6587\u5b57\u3002\u9996\u5148\uff0c\u4f60\u9700\u8981\u5b89\u88c5Tesseract\u5e93\u5e76\u5c06\u5176\u4e0ePython\u96c6\u6210\u3002\u7136\u540e\uff0c\u4f60\u53ef\u4ee5\u4f7f\u7528Python\u4ee3\u7801\u52a0\u8f7d\u56fe\u7247\uff0c\u7136\u540e\u5c06\u5176\u4f20\u9012\u7ed9Tesseract\u8fdb\u884c\u6587\u5b57\u63d0\u53d6\u3002\u53e6\u4e00\u79cd\u65b9\u6cd5\u662f\u4f7f\u7528\u56fe\u50cf\u5904\u7406\u5e93\uff08\u5982OpenCV\uff09\u6765\u5904\u7406\u56fe\u50cf\uff0c\u7136\u540e\u4f7f\u7528\u8ba1\u7b97\u673a\u89c6\u89c9\u7b97\u6cd5\u6765\u63d0\u53d6\u6587\u5b57\u3002\u8fd9\u79cd\u65b9\u6cd5\u53ef\u80fd\u9700\u8981\u4e00\u4e9b\u9884\u5904\u7406\u6b65\u9aa4\uff0c\u5982\u56fe\u50cf\u589e\u5f3a\u548c\u8fb9\u754c\u68c0\u6d4b\uff0c\u4ee5\u786e\u4fdd\u6587\u5b57\u63d0\u53d6\u7684\u51c6\u786e\u6027\u3002<\/p>\n<p><strong>Q2: \u722c\u866b\u4e2d\u6709\u6ca1\u6709\u5176\u4ed6\u65b9\u6cd5\u53ef\u4ee5\u63d0\u53d6\u56fe\u7247\u4e2d\u7684\u6587\u5b57\uff1f<\/strong><\/p>\n<p>A2: \u662f\u7684\uff0c\u9664\u4e86\u4f7f\u7528OCR\u6280\u672f\uff0c\u8fd8\u6709\u4e00\u4e9b\u5176\u4ed6\u65b9\u6cd5\u53ef\u4ee5\u5728\u722c\u866b\u4e2d\u63d0\u53d6\u56fe\u7247\u4e2d\u7684\u6587\u5b57\u3002\u4e00\u79cd\u65b9\u6cd5\u662f\u4f7f\u7528\u73b0\u6709\u7684API\uff0c\u5982Google Cloud Vision API\u6216Microsoft Azure Computer Vision API\u3002\u8fd9\u4e9bAPI\u63d0\u4f9b\u4e86\u56fe\u50cf\u8bc6\u522b\u548c\u6587\u5b57\u63d0\u53d6\u529f\u80fd\uff0c\u4f60\u53ef\u4ee5\u901a\u8fc7\u5411\u5176\u53d1\u9001\u8bf7\u6c42\u5e76\u5c06\u56fe\u7247\u4f5c\u4e3a\u8f93\u5165\u6765\u83b7\u53d6\u56fe\u50cf\u4e2d\u7684\u6587\u5b57\u3002\u53e6\u4e00\u79cd\u65b9\u6cd5\u662f\u4f7f\u7528\u795e\u7ecf\u7f51\u7edc\u6a21\u578b\uff0c\u5982\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\uff08CNN\uff09\uff0c\u6765\u8bad\u7ec3\u4e00\u4e2a\u6587\u5b57\u63d0\u53d6\u6a21\u578b\u3002\u4f60\u53ef\u4ee5\u4f7f\u7528\u4e00\u4e9b\u5f00\u6e90\u7684\u6df1\u5ea6\u5b66\u4e60\u6846\u67b6\uff08\u5982TensorFlow\u6216PyTorch\uff09\u6765\u6784\u5efa\u548c\u8bad\u7ec3\u8fd9\u6837\u7684\u6a21\u578b\u3002\u7136\u540e\uff0c\u4f60\u53ef\u4ee5\u5728\u722c\u866b\u4e2d\u4f7f\u7528\u8be5\u6a21\u578b\u6765\u63d0\u53d6\u56fe\u7247\u4e2d\u7684\u6587\u5b57\u3002<\/p>\n<p><strong>Q3: \u63d0\u53d6\u56fe\u7247\u4e2d\u7684\u6587\u5b57\u662f\u5426\u4f1a\u9762\u4e34\u4e00\u4e9b\u6311\u6218\uff1f<\/strong><\/p>\n<p>A3: 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