{"id":761,"date":"2024-01-22T11:19:38","date_gmt":"2024-01-22T03:19:38","guid":{"rendered":"http:\/\/ai.gitpp.com\/?p=761"},"modified":"2024-01-22T11:19:38","modified_gmt":"2024-01-22T03:19:38","slug":"%e8%ae%a1%e7%ae%97%e6%9c%ba%e7%a7%91%e5%ad%a6%e9%a2%86%e5%9f%9f%ef%bc%8c%e5%be%88%e5%a4%9a%e7%a0%94%e7%a9%b6%e8%ae%ba%e6%96%87%e7%9a%84%e7%9b%ae%e6%a0%87%e6%98%af%e8%a7%a3%e5%86%b3%e5%b7%a5%e4%b8%9a","status":"publish","type":"post","link":"http:\/\/ai.gitpp.com\/index.php\/2024\/01\/22\/%e8%ae%a1%e7%ae%97%e6%9c%ba%e7%a7%91%e5%ad%a6%e9%a2%86%e5%9f%9f%ef%bc%8c%e5%be%88%e5%a4%9a%e7%a0%94%e7%a9%b6%e8%ae%ba%e6%96%87%e7%9a%84%e7%9b%ae%e6%a0%87%e6%98%af%e8%a7%a3%e5%86%b3%e5%b7%a5%e4%b8%9a\/","title":{"rendered":"\u8ba1\u7b97\u673a\u79d1\u5b66\u9886\u57df\uff0c\u5f88\u591a\u7814\u7a76\u8bba\u6587\u7684\u76ee\u6807\u662f\u89e3\u51b3\u5de5\u4e1a\u754c\u5b9e\u9645\u95ee\u9898"},"content":{"rendered":"\n

<\/p>\n\n\n\n

<\/p>\n\n\n\n

\u5728\u8ba1\u7b97\u673a\u79d1\u5b66\u9886\u57df\uff0c\u5f88\u591a\u7814\u7a76\u8bba\u6587\u7684\u76ee\u6807\u662f\u89e3\u51b3\u5de5\u4e1a\u754c\u5b9e\u9645\u95ee\u9898\uff0c\u5e76\u5c06\u76f8\u5173\u4ee3\u7801\u53d1\u5e03\u5728GitHub\u7b49\u5f00\u6e90\u793e\u533a\u4ee5\u4fc3\u8fdb\u6280\u672f\u7684\u4f20\u64ad\u548c\u5e94\u7528\u3002\u4ee5\u4e0b\u662f\u4e00\u4e9b\u5728GitHub\u4e0a\u5f00\u6e90\u7684\u3001\u9488\u5bf9\u5de5\u4e1a\u9886\u57df\u7684\u8ba1\u7b97\u673a\u8bba\u6587\u76f8\u5173\u9879\u76ee\u7684\u4f8b\u5b50\uff1a<\/p>\n\n\n\n

    \n
  1. TensorFlow<\/strong> – \u7531Google\u53d1\u5e03\u7684\u5f00\u6e90\u673a\u5668\u5b66\u4e60\u5e93\uff0c\u5e7f\u6cdb\u5e94\u7528\u4e8e\u5de5\u4e1a\u754c\u7684\u6df1\u5ea6\u5b66\u4e60\u9879\u76ee\u3002\u867d\u7136\u5b83\u672c\u8eab\u4e0d\u662f\u4e00\u7bc7\u8bba\u6587\uff0c\u4f46TensorFlow\u7684\u53d1\u5e03\u4f34\u968f\u7740\u591a\u7bc7\u8bba\u6587\uff0c\u89e3\u91ca\u4e86\u5176\u8bbe\u8ba1\u539f\u7406\u3001\u4f18\u5316\u548c\u5e94\u7528\u3002GitHub\u4e0a\u7684TensorFlow\u9879\u76ee\u5305\u542b\u4e86\u5927\u91cf\u7531\u7814\u7a76\u8005\u548c\u5f00\u53d1\u8005\u8d21\u732e\u7684\u6a21\u578b\u548c\u7b97\u6cd5\u5b9e\u73b0\u3002<\/li>\n\n\n\n
  2. PyTorch<\/strong> – Facebook\u4e8e2016\u5e74\u53d1\u5e03\u7684\u6df1\u5ea6\u5b66\u4e60\u6846\u67b6\uff0c\u4ee5\u5176\u7075\u6d3b\u6027\u548c\u6613\u7528\u6027\u53d7\u5230\u7814\u7a76\u8005\u548c\u5de5\u4e1a\u754c\u7684\u6b22\u8fce\u3002\u4e0ePyTorch\u76f8\u5173\u7684\u5f88\u591a\u8bba\u6587\u4e5f\u4f1a\u5f00\u6e90\u5176\u5b9e\u73b0\u4ee3\u7801\u3002<\/li>\n\n\n\n
  3. RAFT (Recurrent All-Pairs Field Transforms)<\/strong> – \u8fd9\u662f\u4e00\u79cd\u7528\u4e8e\u89c6\u89c9\u5149\u6d41\u4f30\u8ba1\u7684\u6df1\u5ea6\u5b66\u4e60\u65b9\u6cd5\uff0c\u53ef\u80fd\u5e94\u7528\u4e8e\u81ea\u52a8\u9a7e\u9a76\u548c\u5de5\u4e1a\u76d1\u63a7\u7b49\u9886\u57df\u3002\u8bba\u6587\u7684\u4f5c\u8005\u901a\u5e38\u4f1a\u5728GitHub\u4e0a\u53d1\u5e03\u9884\u8bad\u7ec3\u6a21\u578b\u548c\u4ee3\u7801\u3002<\/li>\n\n\n\n
  4. DETR (DEtection TRansformer)<\/strong> – Facebook AI\u63d0\u51fa\u7684\u4e00\u79cd\u65b0\u578b\u76ee\u6807\u68c0\u6d4b\u65b9\u6cd5\uff0c\u4f7f\u7528Transformer\u7ed3\u6784\u66ff\u4ee3\u4e86\u4f20\u7edf\u7684CNN+NMS\u6d41\u7a0b\uff0c\u7b80\u5316\u4e86\u76ee\u6807\u68c0\u6d4b\u7684\u6d41\u7a0b\u5e76\u63d0\u9ad8\u4e86\u6027\u80fd\u3002\u76f8\u5173\u7684\u4ee3\u7801\u548c\u6a21\u578b\u901a\u5e38\u4f1a\u5728\u8bba\u6587\u53d1\u5e03\u540e\u4e0d\u4e45\u5f00\u6e90\u5728GitHub\u4e0a\u3002<\/li>\n\n\n\n
  5. YOLOX<\/strong> – \u662f\u4e00\u79cd\u9ad8\u6548\u4e14\u53ef\u6269\u5c55\u7684\u76ee\u6807\u68c0\u6d4b\u6846\u67b6\uff0c\u9002\u7528\u4e8e\u5de5\u4e1a\u5e94\u7528\u4e2d\u5bf9\u6027\u80fd\u548c\u51c6\u786e\u6027\u6709\u9ad8\u8981\u6c42\u7684\u573a\u666f\u3002\u5176GitHub\u4ed3\u5e93\u5305\u542b\u4e86\u591a\u79cd\u9884\u8bad\u7ec3\u6a21\u578b\u548c\u5de5\u5177\uff0c\u65b9\u4fbf\u7528\u6237\u8fdb\u884c\u90e8\u7f72\u548c\u5b9a\u5236\u3002<\/li>\n\n\n\n
  6. AlphaFold<\/strong> – \u7531DeepMind\u5f00\u53d1\u7684\u7528\u4e8e\u9884\u6d4b\u86cb\u767d\u8d28\u7ed3\u6784\u7684\u6df1\u5ea6\u5b66\u4e60\u7b97\u6cd5\u3002\u867d\u7136\u6700\u521d\u7684\u4ee3\u7801\u4e0d\u662f\u5f00\u6e90\u7684\uff0c\u4f46\u968f\u540eDeepMind\u53d1\u5e03\u4e86\u5f00\u6e90\u7248\u672c\u7684AlphaFold\uff0c\u5e76\u5728GitHub\u4e0a\u63d0\u4f9b\u4e86\u4ee3\u7801\u548c\u9884\u8bad\u7ec3\u6a21\u578b\uff0c\u8fd9\u5bf9\u4e8e\u751f\u7269\u6280\u672f\u548c\u5236\u836f\u5de5\u4e1a\u5177\u6709\u91cd\u8981\u610f\u4e49\u3002<\/li>\n\n\n\n
  7. FastAPI<\/strong> – \u8fd9\u4e0d\u662f\u4e00\u4e2a\u76f4\u63a5\u7531\u8bba\u6587\u4ea7\u751f\u7684\u9879\u76ee\uff0c\u800c\u662f\u4e00\u4e2a\u7528\u4e8e\u6784\u5efaAPI\u7684\u73b0\u4ee3\u3001\u5feb\u901f\uff08\u9ad8\u6027\u80fd\uff09\u7684web\u6846\u67b6\uff0c\u4f7f\u7528Python 3.7+\u7684\u7c7b\u578b\u63d0\u793a\u3002\u5b83\u5728\u5de5\u4e1a\u754c\u88ab\u5e7f\u6cdb\u91c7\u7528\uff0c\u7279\u522b\u662f\u5bf9\u4e8e\u90a3\u4e9b\u9700\u8981\u5feb\u901f\u5f00\u53d1\u548c\u5f3a\u5927\u6027\u80fd\u7684\u540e\u7aef\u670d\u52a1\u3002<\/li>\n\n\n\n
  8. Transformers<\/strong> – \u7531Hugging Face\u53d1\u5e03\u7684\u81ea\u7136\u8bed\u8a00\u5904\u7406\u5e93\uff0c\u4e13\u6ce8\u4e8eTransformer\u67b6\u6784\u3002\u8fd9\u4e2a\u5e93\u5305\u542b\u4e86\u591a\u4e2a\u9884\u8bad\u7ec3\u7684Transformer\u6a21\u578b\uff0c\u5982BERT\u3001GPT-2\u548cT5\uff0c\u8fd9\u4e9b\u6a21\u578b\u5728NLP\u4efb\u52a1\u4e2d\u8868\u73b0\u51fa\u8272\uff0c\u5e76\u88ab\u5e7f\u6cdb\u5e94\u7528\u4e8e\u5de5\u4e1a\u5e94\u7528\u4e2d\u3002<\/li>\n\n\n\n
  9. Dask<\/strong> – \u4e00\u4e2a\u5e76\u884c\u8ba1\u7b97\u5e93\uff0c\u7528\u4e8e\u5728Python\u4e2d\u8fdb\u884c\u5927\u89c4\u6a21\u6570\u636e\u5206\u6790\u3002\u867d\u7136\u4e0d\u662f\u76f4\u63a5\u7531\u4e00\u7bc7\u8bba\u6587\u4ea7\u751f\uff0c\u4f46Dask\u7684\u8bbe\u8ba1\u548c\u5b9e\u73b0\u539f\u5219\u5728\u591a\u7bc7\u8bba\u6587\u4e2d\u6709\u6240\u8ba8\u8bba\uff0c\u5e76\u4e14\u5b83\u5728\u5de5\u4e1a\u6570\u636e\u79d1\u5b66\u9886\u57df\u5f97\u5230\u4e86\u5e7f\u6cdb\u5e94\u7528\u3002<\/li>\n\n\n\n
  10. OpenCV<\/strong> – \u5f00\u6e90\u8ba1\u7b97\u673a\u89c6\u89c9\u548c\u673a\u5668\u5b66\u4e60\u5e93\uff0c\u5305\u542b\u591a\u79cd\u56fe\u50cf\u5904\u7406\u548c\u8ba1\u7b97\u673a\u89c6\u89c9\u7b97\u6cd5\u7684\u5b9e\u73b0\u3002OpenCV\u672c\u8eab\u662f\u4e00\u4e2a\u957f\u671f\u7684\u9879\u76ee\uff0c\u4f46\u5b83\u7684\u8bb8\u591a\u529f\u80fd\u548c\u65b9\u6cd5\u90fd\u662f\u57fa\u4e8e\u5b66\u672f\u8bba\u6587\u7684\u7814\u7a76\u6210\u679c\u3002<\/li>\n<\/ol>\n\n\n\n

    \u4ee5\u4e0a\u662f\u4e00\u4e9b\u5728GitHub\u4e0a\u5f00\u6e90\u7684\u3001\u4e0e\u5de5\u4e1a\u754c\u7d27\u5bc6\u76f8\u5173\u7684\u8ba1\u7b97\u673a\u8bba\u6587\u9879\u76ee\u7684\u4f8b\u5b50\u3002\u5b9e\u9645\u4e0a\uff0c\u6bcf\u5929\u90fd\u6709\u5927\u91cf\u7684\u65b0\u8bba\u6587\u548c\u9879\u76ee\u5728GitHub\u4e0a\u53d1\u5e03\uff0c\u8986\u76d6\u5404\u79cd\u8ba1\u7b97\u673a\u79d1\u5b66\u5b50\u9886\u57df\u3002\u53ef\u4ee5\u901a\u8fc7\u5173\u6ce8\u8ba1\u7b97\u673a\u79d1\u5b66\u9886\u57df\u7684\u9876\u7ea7\u4f1a\u8bae\uff08\u5982NeurIPS\u3001ICML\u3001CVPR\u3001ECCV\u3001ACL\u7b49\uff09\u548c\u671f\u520a\uff0c\u4ee5\u53ca\u5173\u6ce8GitHub\u4e0a\u7684\u77e5\u540d\u7814\u7a76\u8005\u548c\u7ec4\u7ec7\uff0c\u6765\u83b7\u53d6\u6700\u65b0\u7684\u5f00\u6e90\u9879\u76ee\u548c\u8bba\u6587\u5b9e\u73b0\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"

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