{"id":765729,"date":"2024-07-25T20:45:30","date_gmt":"2024-07-25T12:45:30","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/765729.html"},"modified":"2024-07-25T20:45:33","modified_gmt":"2024-07-25T12:45:33","slug":"%e8%87%aa%e5%b7%b1%e7%a0%94%e5%8f%91%e7%9a%84ai%e8%bd%af%e4%bb%b6%e6%9c%89%e5%93%aa%e4%ba%9b","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/765729.html","title":{"rendered":"\u81ea\u5df1\u7814\u53d1\u7684ai\u8f6f\u4ef6\u6709\u54ea\u4e9b"},"content":{"rendered":"<p style=\"text-align:center\"><img decoding=\"async\" src=\"https:\/\/cdn-kb.worktile.com\/kb\/wp-content\/uploads\/2024\/04\/25090407\/55304319-aa05-40c4-b6ae-2ca682badbf3.webp\" alt=\"\u81ea\u5df1\u7814\u53d1\u7684ai\u8f6f\u4ef6\u6709\u54ea\u4e9b\" \/><\/p>\n<p><p><a href=\"https:\/\/docs.pingcode.com\/blog\/59162.html\" target=\"_blank\">AI<\/a>\u6280\u672f\u5df2\u7ecf\u6210\u4e3a\u6211\u4eec\u751f\u6d3b\u4e2d\u7684\u4e00\u90e8\u5206\uff0c\u8bb8\u591a\u516c\u53f8\u548c\u4e2a\u4eba\u90fd\u5f00\u53d1\u51fa\u5404\u79cd\u7c7b\u578b\u7684AI\u8f6f\u4ef6\u3002<strong>\u4e00\u4e9b\u7ecf\u5e38\u88ab\u5f00\u53d1\u8005\u5236\u4f5c\u7684AI\u8f6f\u4ef6\u5305\u62ec\uff1a<a href=\"https:\/\/docs.pingcode.com\/ask\/59192.html\" target=\"_blank\">\u673a\u5668\u5b66\u4e60<\/a>\u5e73\u53f0\u3001\u81ea\u7136\u8bed\u8a00\u5904\u7406\u5de5\u5177\u3001\u4eba\u8138\u8bc6\u522b\u7cfb\u7edf\u3001AI\u804a\u5929\u673a\u5668\u4eba\u3001\u9884\u6d4b\u5206\u6790\u8f6f\u4ef6\u3001AI\u56fe\u50cf\u8bc6\u522b\u8f6f\u4ef6\u3001\u667a\u80fd\u63a8\u8350\u7cfb\u7edf\u3001\u8bed\u97f3\u8bc6\u522b\u548c\u8bed\u97f3\u5408\u6210\u7cfb\u7edf\u7b49\u3002<\/strong><\/p>\n<\/p>\n<p><p>\u5bf9\u4e8e\u673a\u5668\u5b66\u4e60\u5e73\u53f0\uff0c\u5b83\u662f\u4e00\u79cd\u53ef\u4ee5\u8bad\u7ec3\u3001\u6d4b\u8bd5\u548c\u90e8\u7f72\u673a\u5668\u5b66\u4e60\u6a21\u578b\u7684\u5de5\u5177\u3002\u5b83\u88ab\u5e7f\u6cdb\u5e94\u7528\u4e8e\u5404\u79cd\u9886\u57df\uff0c\u5982\u6570\u636e\u5206\u6790\u3001\u56fe\u50cf\u8bc6\u522b\u3001\u8bed\u97f3\u8bc6\u522b\u548c\u9884\u6d4b\u5206\u6790\u7b49\u3002\u8fd9\u4e9b\u5e73\u53f0\u7684\u5f00\u53d1\u9700\u8981\u6df1\u539a\u7684\u673a\u5668\u5b66\u4e60\u548c\u7edf\u8ba1\u77e5\u8bc6\uff0c\u540c\u65f6\u4e5f\u9700\u8981\u5f3a\u5927\u7684\u8ba1\u7b97\u80fd\u529b\u3002<\/p>\n<\/p>\n<p><p>\u63a5\u4e0b\u6765\uff0c\u6211\u5c06\u8be6\u7ec6\u4ecb\u7ecd\u5404\u79cdAI\u8f6f\u4ef6\u7684\u529f\u80fd\u3001\u5f00\u53d1\u8fc7\u7a0b\u4ee5\u53ca\u4f7f\u7528\u573a\u666f\u3002<\/p>\n<\/p>\n<p><p>\u4e00\u3001\u673a\u5668\u5b66\u4e60\u5e73\u53f0<\/p>\n<\/p>\n<p><p>\u673a\u5668\u5b66\u4e60\u5e73\u53f0\u662fAI\u8f6f\u4ef6\u7684\u4e3b\u8981\u7c7b\u578b\u4e4b\u4e00\uff0c\u5b83\u4eec\u63d0\u4f9b\u4e86\u4e00\u79cd\u65b9\u5f0f\uff0c\u8ba9\u5f00\u53d1\u8005\u80fd\u591f\u8bbe\u8ba1\u3001\u8bad\u7ec3\u3001\u9a8c\u8bc1\u548c\u90e8\u7f72\u673a\u5668\u5b66\u4e60\u6a21\u578b\u3002\u5f00\u53d1\u8005\u4f7f\u7528\u8fd9\u4e9b\u5e73\u53f0\uff0c\u53ef\u4ee5\u5728\u51e0\u5206\u949f\u5185\u751f\u6210\u548c\u6d4b\u8bd5\u590d\u6742\u7684\u9884\u6d4b\u6a21\u578b\uff0c\u800c\u65e0\u9700\u7f16\u5199\u4efb\u4f55\u4ee3\u7801\u3002\u4f8b\u5982\uff0cTensorFlow\u3001PyTorch\u3001Keras\u548cScikit-learn\u90fd\u662f\u6d41\u884c\u7684\u673a\u5668\u5b66\u4e60\u5e73\u53f0\u3002<\/p>\n<\/p>\n<p><p>\u4e8c\u3001\u81ea\u7136\u8bed\u8a00\u5904\u7406\u5de5\u5177<\/p>\n<\/p>\n<p><p>\u81ea\u7136\u8bed\u8a00\u5904\u7406\uff08NLP\uff09\u662fAI\u7684\u4e00\u4e2a\u91cd\u8981\u5206\u652f\uff0c\u5b83\u4f7f\u8ba1\u7b97\u673a\u80fd\u591f\u7406\u89e3\u3001\u89e3\u6790\u548c\u751f\u6210\u4eba\u7c7b\u8bed\u8a00\u3002NLP\u5de5\u5177\u53ef\u4ee5\u7528\u4e8e\u6587\u672c\u5206\u6790\u3001\u60c5\u611f\u5206\u6790\u3001\u673a\u5668\u7ffb\u8bd1\u3001\u8bed\u97f3\u8bc6\u522b\u7b49\u4efb\u52a1\u3002\u6d41\u884c\u7684NLP\u5de5\u5177\u5305\u62ecNLTK\u3001SpaCy\u3001Gensim\u548cStanford NLP\u3002<\/p>\n<\/p>\n<p><p>\u4e09\u3001\u4eba\u8138\u8bc6\u522b\u7cfb\u7edf<\/p>\n<\/p>\n<p><p>\u4eba\u8138\u8bc6\u522b\u6280\u672f\u662fAI\u9886\u57df\u7684\u53e6\u4e00\u4e2a\u91cd\u8981\u5e94\u7528\uff0c\u5b83\u88ab\u7528\u4e8e\u5404\u79cd\u573a\u666f\uff0c\u5982\u5b89\u5168\u76d1\u63a7\u3001\u8eab\u4efd\u9a8c\u8bc1\u548c\u793e\u4ea4\u5a92\u4f53\u3002\u5f00\u53d1\u4eba\u8138\u8bc6\u522b\u7cfb\u7edf\u9700\u8981\u6df1\u5165\u7406\u89e3\u8ba1\u7b97\u673a\u89c6\u89c9\u548c\u6df1\u5ea6\u5b66\u4e60\u6280\u672f\u3002OpenCV\u548cDlib\u662f\u5e38\u7528\u4e8e\u5f00\u53d1\u4eba\u8138\u8bc6\u522b\u7cfb\u7edf\u7684\u5de5\u5177\u3002<\/p>\n<\/p>\n<p><p>\u56db\u3001AI\u804a\u5929\u673a\u5668\u4eba<\/p>\n<\/p>\n<p><p>AI\u804a\u5929\u673a\u5668\u4eba\u662f\u4e00\u79cd\u80fd\u591f\u6a21\u62df\u4eba\u7c7b\u5bf9\u8bdd\u7684\u8f6f\u4ef6\uff0c\u5b83\u4eec\u53ef\u4ee5\u7528\u4e8e\u5ba2\u6237\u670d\u52a1\u3001\u5728\u7ebf\u8d2d\u7269\u52a9\u624b\u7b49\u573a\u666f\u3002\u521b\u5efaAI\u804a\u5929\u673a\u5668\u4eba\u9700\u8981\u7406\u89e3\u81ea\u7136\u8bed\u8a00\u5904\u7406\u548c\u673a\u5668\u5b66\u4e60\u6280\u672f\u3002\u5e38\u89c1\u7684AI\u804a\u5929\u673a\u5668\u4eba\u5f00\u53d1\u5e73\u53f0\u5305\u62ecDialogflow\u3001Microsoft Bot Framework\u548cRasa\u3002<\/p>\n<\/p>\n<p><p>\u4e94\u3001\u9884\u6d4b\u5206\u6790\u8f6f\u4ef6<\/p>\n<\/p>\n<p><p>\u9884\u6d4b\u5206\u6790\u662f\u673a\u5668\u5b66\u4e60\u7684\u4e00\u4e2a\u91cd\u8981\u5e94\u7528\uff0c\u5b83\u7528\u4e8e\u9884\u6d4b\u672a\u6765\u4e8b\u4ef6\u7684\u53ef\u80fd\u6027\u3002\u9884\u6d4b\u5206\u6790\u8f6f\u4ef6\u53ef\u4ee5\u7528\u4e8e\u80a1\u7968\u5e02\u573a\u5206\u6790\u3001\u5929\u6c14\u9884\u62a5\u3001\u9500\u552e\u9884\u6d4b\u7b49\u573a\u666f\u3002\u6d41\u884c\u7684\u9884\u6d4b\u5206\u6790\u5de5\u5177\u5305\u62ecRapidMiner\u3001KNIME\u548cDataRobot\u3002<\/p>\n<\/p>\n<p><p>\u516d\u3001AI\u56fe\u50cf\u8bc6\u522b\u8f6f\u4ef6<\/p>\n<\/p>\n<p><p>AI\u56fe\u50cf\u8bc6\u522b\u6280\u672f\u5df2\u7ecf\u88ab\u5e7f\u6cdb\u5e94\u7528\u4e8e\u81ea\u52a8\u9a7e\u9a76\u3001\u533b\u7597\u5f71\u50cf\u5206\u6790\u3001\u5b89\u5168\u76d1\u63a7\u7b49\u9886\u57df\u3002\u5f00\u53d1AI\u56fe\u50cf\u8bc6\u522b\u8f6f\u4ef6\u9700\u8981\u5bf9\u8ba1\u7b97\u673a\u89c6\u89c9\u548c\u6df1\u5ea6\u5b66\u4e60\u6709\u6df1\u5165\u7684\u7406\u89e3\u3002\u5e38\u7528\u7684AI\u56fe\u50cf\u8bc6\u522b\u5de5\u5177\u5305\u62ecTensorFlow\u3001Keras\u548cCaffe\u3002<\/p>\n<\/p>\n<p><p>\u4e03\u3001\u667a\u80fd\u63a8\u8350\u7cfb\u7edf<\/p>\n<\/p>\n<p><p>\u667a\u80fd\u63a8\u8350\u7cfb\u7edf\u662f\u4e00\u79cd\u53ef\u4ee5\u6839\u636e\u7528\u6237\u7684\u559c\u597d\u548c\u884c\u4e3a\u63d0\u4f9b\u4e2a\u6027\u5316\u63a8\u8350\u7684\u8f6f\u4ef6\u3002\u5b83\u4eec\u88ab\u5e7f\u6cdb\u5e94\u7528\u4e8e\u7535\u5b50\u5546\u52a1\u7f51\u7ad9\u3001\u97f3\u4e50\u548c\u7535\u5f71\u63a8\u8350\u7b49\u573a\u666f\u3002\u5f00\u53d1\u667a\u80fd\u63a8\u8350\u7cfb\u7edf\u9700\u8981\u7406\u89e3\u534f\u540c\u8fc7\u6ee4\u3001\u5185\u5bb9\u57fa\u7840\u8fc7\u6ee4\u548c\u6df1\u5ea6\u5b66\u4e60\u6280\u672f\u3002\u5e38\u89c1\u7684\u667a\u80fd\u63a8\u8350\u7cfb\u7edf\u5f00\u53d1\u5de5\u5177\u5305\u62ecTensorFlow\u3001PyTorch\u548cSurprise\u3002<\/p>\n<\/p>\n<p><p>\u516b\u3001\u8bed\u97f3\u8bc6\u522b\u548c\u8bed\u97f3\u5408\u6210\u7cfb\u7edf<\/p>\n<\/p>\n<p><p>\u8bed\u97f3\u8bc6\u522b\u548c\u8bed\u97f3\u5408\u6210\u662fAI\u9886\u57df\u7684\u91cd\u8981\u5e94\u7528\uff0c\u5b83\u4eec\u88ab\u7528\u4e8e\u8bed\u97f3\u52a9\u624b\u3001\u81ea\u52a8\u9a7e\u9a76\u7cfb\u7edf\u7b49\u573a\u666f\u3002\u5f00\u53d1\u8bed\u97f3\u8bc6\u522b\u548c\u8bed\u97f3\u5408\u6210\u7cfb\u7edf\u9700\u8981\u7406\u89e3\u81ea\u7136\u8bed\u8a00\u5904\u7406\u548c\u6df1\u5ea6\u5b66\u4e60\u6280\u672f\u3002\u5e38\u7528\u7684\u8bed\u97f3\u8bc6\u522b\u548c\u8bed\u97f3\u5408\u6210\u5de5\u5177\u5305\u62ecGoogle Speech-to-Text API\u3001Microsoft Azure Speech Service\u548cAmazon Transcribe\u3002<\/p>\n<\/p>\n<p><p>\u4ee5\u4e0a\u5c31\u662f\u6211\u5bf9\u81ea\u5df1\u7814\u53d1\u7684AI\u8f6f\u4ef6\u7684\u8be6\u7ec6\u4ecb\u7ecd\uff0c\u5e0c\u671b\u5bf9\u4f60\u6709\u6240\u5e2e\u52a9\u3002<\/p>\n<\/p>\n<h2><strong>\u76f8\u5173\u95ee\u7b54FAQs\uff1a<\/strong><\/h2>\n<p><strong>1. 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