{"id":73906,"date":"2026-02-08T17:17:37","date_gmt":"2026-02-08T09:17:37","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/73906.html"},"modified":"2026-02-08T17:17:37","modified_gmt":"2026-02-08T09:17:37","slug":"ai%e7%ab%af%e4%be%a7%e6%a8%a1%e5%9e%8b%e5%ae%8c%e6%95%b4%e6%b1%87%e6%80%bb%e8%a1%a8","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/73906.html","title":{"rendered":"AI\u7aef\u4fa7\u6a21\u578b\u5b8c\u6574\u6c47\u603b\u8868"},"content":{"rendered":"

\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n
\n

\u6a21\u578b\u7c7b\u578b<\/p>\n<\/td>\n

\n

\u6a21\u578b\u5177\u4f53\u540d\u79f0<\/p>\n<\/td>\n

\n

\u6a21\u578b\u5c5e\u6027<\/p>\n<\/td>\n

\n

\u6a21\u578b\u5e94\u7528<\/p>\n<\/td>\n<\/tr>\n

\n

\u76ee\u6807\u68c0\u6d4b\u6a21\u578b（\u89c6\u89c9\u7c7b）<\/p>\n<\/td>\n

\n

YOLOv5<\/p>\n<\/td>\n

\n

CNN\u67b6\u6784，INT8\/FP16\u91cf\u5316，\u53c2\u6570\u91cf0.5M-20M，\u63a8\u7406\u901f\u5ea6\u5feb，\u9002\u914dARM CPU\/NPU，\u5f00\u6e90\u53ef\u5546\u7528；\u9002\u914d\u7248\u672c：YOLOv5s（\u7aef\u4fa7\u9996\u9009）\u3001YOLOv5n（\u7eb3\u7c73\u7ea7）\u3001YOLOv5m（\u4e2d\u7aef\u5e73\u8861）<\/p>\n<\/td>\n

\n

\u79fb\u52a8\u7aef\u5b9e\u65f6\u68c0\u6d4b\u3001\u667a\u80fd\u6444\u50cf\u5934\u8bc6\u522b\u3001\u8f66\u8f7d\u969c\u788d\u7269\u68c0\u6d4b\u3001\u53ef\u7a7f\u6234\u8bbe\u5907\u5f02\u7269\u68c0\u6d4b\u3001AI\u667a\u80fd\u773c\u955c\u57fa\u7840\u8bc6\u7269<\/p>\n<\/td>\n<\/tr>\n

\n

YOLOv8<\/p>\n<\/td>\n

\n

\u4f18\u5316C2f\u9aa8\u5e72\u7f51\u7edc，\u52a8\u6001\u91cf\u5316，\u4f4e\u5185\u5b58\u5360\u7528，\u9002\u914d\u624b\u673a\/\u5d4c\u5165\u5f0f\u8bbe\u5907，\u652f\u6301\u5fae\u8c03；\u9002\u914d\u7248\u672c：YOLOv8n\u3001YOLOv8s\u3001YOLOv8l（\u7aef\u4fa7\u5e38\u7528n\/s\u7248）<\/p>\n<\/td>\n

\n

\u667a\u80fd\u773c\u955c\u573a\u666f\u68c0\u6d4b\u3001\u5de5\u4e1a\u7f3a\u9677\u68c0\u6d4b\u3001\u79fb\u52a8\u7aef\u4eba\u8138\u68c0\u6d4b\u3001IoT\u76ee\u6807\u8ba1\u6570\u3001AI\u667a\u80fd\u773c\u955c\u5b9e\u65f6\u8bc6\u7269<\/p>\n<\/td>\n<\/tr>\n

\n

YOLOv11<\/p>\n<\/td>\n

\n

\u8f7b\u91cf\u5316\u9aa8\u5e72+\u68c0\u6d4b\u5934\u4f18\u5316，INT8\/FP16\u91cf\u5316，\u53c2\u6570\u91cf\u4e0eYOLOv8n\u540c\u7ea7，\u63a8\u7406\u901f\u5ea6\u63d0\u5347，\u7aef\u4fa7\u79bb\u7ebf\u63a8\u7406，\u5f00\u6e90\u53ef\u5546\u7528；\u9002\u914d\u7248\u672c：YOLOv11n（\u7aef\u4fa7\u9996\u9009）\u3001YOLOv11s\u3001YOLOv11m<\/p>\n<\/td>\n

\n

\u667a\u80fd\u773c\u955c\u5b9e\u65f6\u8bc6\u7269\u3001\u79fb\u52a8\u7aef\u9ad8\u7cbe\u5ea6\u68c0\u6d4b\u3001\u5de5\u4e1a\u5c0f\u76ee\u6807\u68c0\u6d4b\u3001\u8f66\u8f7d\u8f7b\u91cf\u611f\u77e5\u3001AI\u667a\u80fd\u773c\u955c\u6838\u5fc3\u8bc6\u7269<\/p>\n<\/td>\n<\/tr>\n

\n

YOLOv11_obb<\/p>\n<\/td>\n

\n

\u652f\u6301\u503e\u659c\/\u65cb\u8f6c\u76ee\u6807\u68c0\u6d4b，\u8f7b\u91cf\u5316\u8bbe\u8ba1，\u53c2\u6570\u91cf\u4e0eYOLOv8\u540c\u7ea7，\u7aef\u4fa7\u79bb\u7ebf\u63a8\u7406；\u9002\u914d\u7248\u672c：YOLOv11n-obb\u3001YOLOv11s-obb（\u65cb\u8f6c\u76ee\u6807\u9002\u914d）<\/p>\n<\/td>\n

\n

\u667a\u80fd\u4ea4\u901a\u8f66\u724c\u68c0\u6d4b\u3001\u5de5\u4e1a\u96f6\u4ef6\u503e\u659c\u68c0\u6d4b\u3001\u65e0\u4eba\u673a\u4e0d\u89c4\u5219\u76ee\u6807\u8bc6\u522b\u3001AI\u667a\u80fd\u773c\u955c\u65cb\u8f6c\u7269\u4f53\u8bc6\u7269<\/p>\n<\/td>\n<\/tr>\n

\n

YOLOv26<\/p>\n<\/td>\n

\n

\u65b0\u4e00\u4ee3\u6781\u81f4\u8f7b\u91cf\u5316\u67b6\u6784，INT4\/INT8\u53cc\u91cf\u5316\u652f\u6301，\u53c2\u6570\u91cf\u8f83YOLOv11n\u8fdb\u4e00\u6b65\u7cbe\u7b80，\u63a8\u7406\u901f\u5ea6\u63d0\u534720%+，\u4f4e\u5185\u5b58，\u9002\u914dARM Cortex-M\/A\u3001\u4f4e\u7b97\u529bNPU，\u5f00\u6e90\u53ef\u5546\u7528；\u9002\u914d\u7248\u672c：YOLOv26n（\u7aef\u4fa7\u9996\u9009）\u3001YOLOv26s<\/p>\n<\/td>\n

\n

AI\u667a\u80fd\u773c\u955c\u6838\u5fc3\u8bc6\u7269\u3001\u8d85\u4fbf\u643a\u8bbe\u5907\u5b9e\u65f6\u68c0\u6d4b\u3001\u53ef\u7a7f\u6234\u8bbe\u5907\u4f4e\u529f\u8017\u611f\u77e5\u3001\u5d4c\u5165\u5f0f\u5fae\u578b\u6444\u50cf\u5934\u76ee\u6807\u8bc6\u522b<\/p>\n<\/td>\n<\/tr>\n

\n

\u56fe\u50cf\u5206\u7c7b\u6a21\u578b（\u89c6\u89c9\u7c7b）<\/p>\n<\/td>\n

\n

MobileNetV2<\/p>\n<\/td>\n

\n

\u7ebf\u6027\u74f6\u9888+\u53cd\u8f6c\u6b8b\u5dee\u7ed3\u6784，\u6df1\u5ea6\u53ef\u5206\u79bb\u5377\u79ef，13.9M\u53c2\u6570\u91cf（1.0\u7248），\u91cf\u5316\u9002\u914d，\u4f4e\u529f\u8017；\u9002\u914d\u7248\u672c：MobileNetV2-1.0（\u57fa\u7840）\u30010.75（\u88c1\u526a）\u30010.5（\u6781\u81f4\u8f7b\u91cf\u5316）<\/p>\n<\/td>\n

\n

\u624b\u673a\u76f8\u518c\u5206\u7c7b\u3001\u667a\u80fd\u624b\u8868\u573a\u666f\u8bc6\u522b\u3001\u5de5\u4e1a\u4ea7\u54c1\u5206\u7c7b\u3001\u53ef\u7a7f\u6234\u8bbe\u5907\u56fe\u50cf\u9884\u5904\u7406\u3001AI\u667a\u80fd\u773c\u955c\u57fa\u7840\u54c1\u7c7b\u8bc6\u7269\u3001\u5165\u95e8\u7ea7\u773c\u955c\u6838\u5fc3\u8bc6\u7269<\/p>\n<\/td>\n<\/tr>\n

\n

MobileOne<\/p>\n<\/td>\n

\n

\u7ed3\u6784\u6781\u7b80，\u65e0\u6b8b\u5dee\/\u65e0\u6ce8\u610f\u529b\u673a\u5236，\u63a8\u7406\u901f\u5ea6\u5feb，2.1M-14.8M\u53c2\u6570\u91cf，INT4\u91cf\u5316\u9002\u914d；\u9002\u914d\u7248\u672c：MobileOne-S0（\u6700\u5c0f）\u3001S1\u3001S2（\u7aef\u4fa7\u5e38\u7528S0\/S1）<\/p>\n<\/td>\n

\n

\u5d4c\u5165\u5f0f\u8bbe\u5907\u5feb\u901f\u5206\u7c7b\u3001\u667a\u80fd\u6444\u50cf\u5934\u573a\u666f\u5207\u6362\u3001\u53ef\u7a7f\u6234\u8bbe\u5907\u5b9e\u65f6\u8bc6\u522b\u3001AI\u667a\u80fd\u773c\u955c\u7cbe\u7ec6\u54c1\u7c7b\u8bc6\u7269\u3001\u4f4e\u529f\u8017\u773c\u955c\u8bc6\u7269<\/p>\n<\/td>\n<\/tr>\n

\n

MobileVit<\/p>\n<\/td>\n

\n

\u878d\u5408CNN\u9ad8\u6548\u6027\u4e0eTransformer\u5168\u5c40\u5efa\u6a21\u80fd\u529b，\u8f7b\u91cf\u5316\u8bbe\u8ba1，2.3M-15M\u53c2\u6570\u91cf，\u56fe\u50cf\u5206\u7c7b\u51c6\u786e\u7387\u9ad8\u4e8e\u4f20\u7edf\u8f7b\u91cfCNN；\u9002\u914d\u7248\u672c：MobileVit-XS（\u7aef\u4fa7\u9996\u9009）\u3001S\u3001M<\/p>\n<\/td>\n

\n

\u624b\u673a\u9ad8\u6e05\u56fe\u50cf\u5206\u7c7b\u3001\u667a\u80fd\u773c\u955c\u7cbe\u7ec6\u8bc6\u522b\u3001\u8f66\u8f7d\u73af\u5883\u5206\u7c7b\u3001AI\u667a\u80fd\u773c\u955c\u7269\u4f53\u54c1\u7c7b\u7cbe\u7ec6\u5316\u8bc6\u7269\u3001\u590d\u6742\u573a\u666f\u5206\u7c7b<\/p>\n<\/td>\n<\/tr>\n

\n

\u59ff\u6001\u4f30\u8ba1\u6a21\u578b（\u89c6\u89c9\u7c7b）<\/p>\n<\/td>\n

\n

YOLOv8-pose<\/p>\n<\/td>\n

\n

\u57fa\u4e8eYOLOv8\u67b6\u6784\u6269\u5c55，\u652f\u6301\u4eba\u4f5317\/21\u5173\u952e\u70b9\u68c0\u6d4b，\u8f7b\u91cf\u5316\u4f18\u5316，\u63a8\u7406\u901f\u5ea6\u5feb，\u652f\u6301\u5b9e\u65f6\u59ff\u6001\u6355\u6349，\u9002\u914d\u7aef\u4fa7\u8bbe\u5907；\u9002\u914d\u7248\u672c：YOLOv8n-pose\u3001YOLOv8s-pose\u3001YOLOv8m-pose（\u7aef\u4fa7\u5e38\u7528n\/s\u7248）<\/p>\n<\/td>\n

\n

\u667a\u80fd\u5065\u8eab\u8bbe\u5907\u52a8\u4f5c\u7ea0\u6b63\u3001\u53ef\u7a7f\u6234\u8bbe\u5907\u4eba\u4f53\u59ff\u6001\u76d1\u6d4b\u3001\u5de5\u4e1a\u5de5\u4eba\u64cd\u4f5c\u89c4\u8303\u68c0\u6d4b\u3001\u8f66\u8f7d\u9a7e\u9a76\u5458\u75b2\u52b3\u59ff\u6001\u8bc6\u522b\u3001AI\u667a\u80fd\u773c\u955c\u4eba\u4f53\u59ff\u6001\u6355\u6349<\/p>\n<\/td>\n<\/tr>\n

\n

\u8bed\u4e49\u5206\u5272\u6a21\u578b（\u89c6\u89c9\u7c7b）<\/p>\n<\/td>\n

\n

YOLOv8-seg<\/p>\n<\/td>\n

\n

\u7ed3\u5408\u76ee\u6807\u68c0\u6d4b\u4e0e\u8bed\u4e49\u5206\u5272，\u8f7b\u91cf\u5316\u8bbe\u8ba1，\u652f\u6301\u50cf\u7d20\u7ea7\u5206\u5272，\u53c2\u6570\u91cf\u4f4e，\u63a8\u7406\u5ef6\u8fdf\u5c0f，\u9002\u914d\u79fb\u52a8\u7aef\/\u5d4c\u5165\u5f0f；\u9002\u914d\u7248\u672c：YOLOv8n-seg\u3001YOLOv8s-seg（\u7aef\u4fa7\u4e3b\u6d41）<\/p>\n<\/td>\n

\n

\u8f66\u8f7d\u8def\u9762\u5206\u5272（\u533a\u5206\u8def\u9762\u3001\u884c\u4eba\u3001\u8f66\u8f86）\u3001\u5de5\u4e1a\u7f3a\u9677\u533a\u57df\u5206\u5272\u3001\u667a\u80fd\u6444\u50cf\u5934\u573a\u666f\u5206\u5272（\u524d\u666f\/\u80cc\u666f\u5206\u79bb）\u3001AI\u667a\u80fd\u773c\u955c\u573a\u666f\u8bed\u4e49\u7406\u89e3<\/p>\n<\/td>\n<\/tr>\n

\n

OCR\u8bc6\u522b\u6a21\u578b（\u89c6\u89c9\u7c7b）<\/p>\n<\/td>\n

\n

LPR<\/p>\n<\/td>\n

\n

\u4e13\u6ce8\u8f66\u724c\u8bc6\u522b，\u8f7b\u91cf\u5316\u4f18\u5316，\u652f\u6301\u503e\u659c\u8f66\u724c\u3001\u6a21\u7cca\u8f66\u724c\u8bc6\u522b，\u63a8\u7406\u901f\u5ea6\u5feb（\u5355\u5e27\u8bc6\u522b\u226450ms），\u9002\u914d\u5d4c\u5165\u5f0f\/\u8f66\u8f7d\u8bbe\u5907；\u9002\u914d\u7248\u672c：LPR-Lite（\u7aef\u4fa7\u8f7b\u91cf）\u3001LPR-Plus（\u9ad8\u7cbe\u5ea6）<\/p>\n<\/td>\n

\n

\u8f66\u8f7dETC\u8f85\u52a9\u3001\u505c\u8f66\u573a\u8f66\u724c\u8bc6\u522b\u3001\u9053\u8def\u76d1\u63a7\u8f66\u724c\u6293\u62cd\u8bc6\u522b\u3001AI\u667a\u80fd\u773c\u955c\u8f66\u724c\u5feb\u901f\u8bc6\u522b<\/p>\n<\/td>\n<\/tr>\n

\n

PP-OCR<\/p>\n<\/td>\n

\n

\u767e\u5ea6\u5f00\u6e90，\u652f\u6301\u4e2d\u82f1\u6587\u3001\u591a\u8bed\u8a00\u6587\u672c\u8bc6\u522b，\u8f7b\u91cf\u5316\u8bbe\u8ba1，\u652f\u6301INT8\u91cf\u5316，\u53c2\u6570\u91cf\u5c0f，\u652f\u6301\u79bb\u7ebf\u8bc6\u522b；\u9002\u914d\u7248\u672c：PP-OCRv3-Lite（\u7aef\u4fa7\u9996\u9009）\u3001PP-OCRv4-Lite（\u6700\u65b0\u8f7b\u91cf）<\/p>\n<\/td>\n

\n

\u624b\u673a\u62cd\u7167\u7ffb\u8bd1\u3001\u667a\u80fd\u773c\u955c\u6587\u672c\u6717\u8bfb\u3001\u5de5\u4e1a\u8bbe\u5907\u8868\u76d8\u8bc6\u522b\u3001\u5feb\u9012\u9762\u5355\u4fe1\u606f\u79bb\u7ebf\u63d0\u53d6\u3001AI\u667a\u80fd\u773c\u955c\u6587\u672c\u8bc6\u522b\u4e0e\u64ad\u62a5<\/p>\n<\/td>\n<\/tr>\n

\n

\u89c6\u89c9\u8bed\u8a00\u6a21\u578b（\u89c6\u89c9\u7c7b）<\/p>\n<\/td>\n

\n

CLIP<\/p>\n<\/td>\n

\n

\u56fe\u6587\u591a\u6a21\u6001\u878d\u5408，\u96f6\u6837\u672c\u5206\u7c7b\u80fd\u529b\u5f3a，\u8f7b\u91cf\u5316\u4f18\u5316，\u53c2\u6570\u91cf\u7cbe\u7b80\u81f3\u539f\u7248\u672c1\/10，\u652f\u6301\u7aef\u4fa7\u79bb\u7ebf\u56fe\u6587\u5339\u914d；\u9002\u914d\u7248\u672c：CLIP-Lite\u3001CLIP-ViT-B\/32-Lite（\u88c1\u526a\u7248）<\/p>\n<\/td>\n

\n

\u667a\u80fd\u773c\u955c\u56fe\u50cf\u68c0\u7d22（\u62cd\u56fe\u67e5\u7269）\u3001\u79fb\u52a8\u7aef\u79bb\u7ebf\u56fe\u6587\u5185\u5bb9\u5206\u6790\u3001\u5546\u54c1\u8bc6\u522b\u5bfc\u8d2d\u3001AI\u667a\u80fd\u773c\u955c\u96f6\u6837\u672c\u8bc6\u7269\u3001\u751f\u50fb\u7269\u54c1\u8bc6\u522b<\/p>\n<\/td>\n<\/tr>\n

\n

YOLO-World<\/p>\n<\/td>\n

\n

\u7ed3\u5408\u76ee\u6807\u68c0\u6d4b\u4e0e\u89c6\u89c9\u8bed\u8a00\u7406\u89e3，\u652f\u6301\u5f00\u653e\u8bcd\u6c47\u68c0\u6d4b（\u81ea\u5b9a\u4e49\u76ee\u6807\u7c7b\u522b），\u8f7b\u91cf\u5316\u4f18\u5316，\u9002\u914d\u7aef\u4fa7\u8bbe\u5907，\u652f\u6301\u5b9e\u65f6\u63a8\u7406；\u9002\u914d\u7248\u672c：YOLO-World-v2-Lite\u3001v3-Lite（\u7aef\u4fa7\u9002\u914d）<\/p>\n<\/td>\n

\n

\u667a\u80fd\u773c\u955c\u81ea\u5b9a\u4e49\u76ee\u6807\u8bc6\u522b\u3001\u79fb\u52a8\u7aef\u5f00\u653e\u57df\u7269\u4f53\u68c0\u6d4b\u3001\u8f66\u8f7d\u81ea\u5b9a\u4e49\u8def\u6807\u8bc6\u522b\u3001\u5de5\u4e1a\u81ea\u5b9a\u4e49\u7f3a\u9677\u68c0\u6d4b\u3001AI\u667a\u80fd\u773c\u955c\u8bed\u97f3\u6307\u4ee4\u8bc6\u7269<\/p>\n<\/td>\n<\/tr>\n

\n

MobileSAM<\/p>\n<\/td>\n

\n

SAM（Segment Anything Model）\u7684\u7aef\u4fa7\u9002\u914d\u7248，\u53c2\u6570\u91cf\u4ece1.1B\u7cbe\u7b80\u81f36.8M，\u652f\u6301\u5b9e\u65f6\u56fe\u50cf\u5206\u5272\u3001\u4efb\u610f\u76ee\u6807\u5206\u5272，\u9002\u914d\u79fb\u52a8\u7aef\/\u5d4c\u5165\u5f0f；\u9002\u914d\u7248\u672c：MobileSAM-Base（\u57fa\u7840）\u3001MobileSAM-Tiny（\u6781\u81f4\u8f7b\u91cf\u5316）<\/p>\n<\/td>\n

\n

\u667a\u80fd\u773c\u955c\u4efb\u610f\u7269\u4f53\u5206\u5272（\u5708\u9009\u8bc6\u522b）\u3001\u79fb\u52a8\u7aef\u56fe\u50cf\u7f16\u8f91（\u7cbe\u51c6\u62a0\u56fe）\u3001\u5de5\u4e1a\u4efb\u610f\u7f3a\u9677\u5206\u5272\u3001AI\u667a\u80fd\u773c\u955c\u7269\u4f53\u8f6e\u5ed3\u63d0\u53d6\u4e0e\u8bc6\u7269<\/p>\n<\/td>\n<\/tr>\n

\n

\u8bed\u97f3\u6a21\u578b<\/p>\n<\/td>\n

\n

Conformer<\/p>\n<\/td>\n

\n

\u878d\u5408Transformer\u4e0eCNN\u4f18\u52bf，\u8f7b\u91cf\u5316\u4f18\u5316，\u652f\u6301INT8\u91cf\u5316，\u4f4e\u5ef6\u8fdf\u3001\u9ad8\u51c6\u786e\u7387，\u9002\u914d\u79fb\u52a8\u7aef\/\u5d4c\u5165\u5f0f，\u652f\u6301\u79bb\u7ebf\u8bed\u97f3\u8bc6\u522b；\u9002\u914d\u7248\u672c：Conformer-Tiny（\u7aef\u4fa7\u9996\u9009）\u3001Small\u3001Base（\u5e38\u7528Tiny\/Small）<\/p>\n<\/td>\n

\n

\u667a\u80fd\u624b\u8868\u8bed\u97f3\u8f93\u5165\u3001\u8f66\u8f7d\u79bb\u7ebf\u8bed\u97f3\u63a7\u5236\u3001\u53ef\u7a7f\u6234\u8bbe\u5907\u8bed\u97f3\u547d\u4ee4\u8bc6\u522b\u3001\u5d4c\u5165\u5f0f\u8bbe\u5907\u8bed\u97f3\u4ea4\u4e92\u3001AI\u667a\u80fd\u773c\u955c\u8bed\u97f3\u6307\u4ee4\u8bc6\u522b<\/p>\n<\/td>\n<\/tr>\n

\n

VAD<\/p>\n<\/td>\n

\n

\u8f7b\u91cf\u7ea7，\u4f4e\u529f\u8017\u8fd0\u884c，\u652f\u6301\u5b9e\u65f6\u68c0\u6d4b\u8bed\u97f3\/\u975e\u8bed\u97f3，\u9002\u914d\u79fb\u52a8\u7aef\u3001\u53ef\u7a7f\u6234\u8bbe\u5907，\u53ef\u642d\u914d\u8bed\u97f3\u8bc6\u522b\u6a21\u578b\u4f7f\u7528，\u51cf\u5c11\u65e0\u6548\u8ba1\u7b97；\u9002\u914d\u7248\u672c：VAD-Lite（\u4f4e\u529f\u8017）\u3001VAD-Pro（\u9ad8\u7cbe\u5ea6）<\/p>\n<\/td>\n

\n

\u667a\u80fd\u8033\u673a\u8bed\u97f3\u5524\u9192\u8f85\u52a9\u3001\u53ef\u7a7f\u6234\u8bbe\u5907\u8bed\u97f3\u5f55\u5236\u964d\u566a\u3001\u8f66\u8f7d\u8bed\u97f3\u4ea4\u4e92\u89e6\u53d1（\u907f\u514d\u8bef\u5524\u9192）\u3001AI\u667a\u80fd\u773c\u955c\u8bed\u97f3\u5524\u9192\u8f85\u52a9<\/p>\n<\/td>\n<\/tr>\n

\n

VITS<\/p>\n<\/td>\n

\n

\u57fa\u4e8e\u53d8\u5206\u81ea\u7f16\u7801\u5668\u4e0eTransformer，\u5408\u6210\u8bed\u97f3\u81ea\u7136\u5ea6\u9ad8，\u8f7b\u91cf\u5316\u4f18\u5316，\u53c2\u6570\u91cf\u7cbe\u7b80，\u652f\u6301\u7aef\u4fa7\u79bb\u7ebf\u5408\u6210，\u4f4e\u5ef6\u8fdf；\u9002\u914d\u7248\u672c：VITS-Tiny（\u7aef\u4fa7\u8f7b\u91cf）\u3001VITS-Lite（\u5e73\u8861）<\/p>\n<\/td>\n

\n

\u667a\u80fd\u773c\u955c\u8bed\u97f3\u64ad\u62a5（\u8bc6\u7269\u7ed3\u679c\u3001\u6587\u672c\u5185\u5bb9）\u3001\u79fb\u52a8\u7aef\u79bb\u7ebf\u8bed\u97f3\u52a9\u624b\u3001\u53ef\u7a7f\u6234\u8bbe\u5907\u8bed\u97f3\u53cd\u9988\u3001\u5d4c\u5165\u5f0f\u8bbe\u5907\u8bed\u97f3\u63d0\u793a<\/p>\n<\/td>\n<\/tr>\n

\n

Sepformer<\/p>\n<\/td>\n

\n

\u57fa\u4e8eTransformer\u67b6\u6784，\u8f7b\u91cf\u5316\u4f18\u5316，\u652f\u6301\u5355\u901a\u9053\/\u591a\u901a\u9053\u8bed\u97f3\u5206\u79bb，\u53ef\u5206\u79bb\u4eba\u58f0\u4e0e\u80cc\u666f\u566a\u97f3，\u9002\u914d\u7aef\u4fa7\u4f4e\u7b97\u529b\u8bbe\u5907；\u9002\u914d\u7248\u672c：Sepformer-Tiny（\u7aef\u4fa7\u9996\u9009）\u3001Sepformer-Small<\/p>\n<\/td>\n

\n

\u667a\u80fd\u8033\u673a\u964d\u566a（\u5206\u79bb\u4eba\u58f0\u4e0e\u73af\u5883\u566a\u97f3）\u3001\u8f66\u8f7d\u8bed\u97f3\u4ea4\u4e92\u964d\u566a\u3001\u53ef\u7a7f\u6234\u8bbe\u5907\u8bed\u97f3\u5f55\u5236\u53bb\u5e72\u6270\u3001\u5d4c\u5165\u5f0f\u8bbe\u5907\u6e05\u6670\u8bed\u97f3\u91c7\u96c6<\/p>\n<\/td>\n<\/tr>\n

\n

ResNet（\u8bed\u97f3\u7c7b）<\/p>\n<\/td>\n

\n

\u57fa\u4e8eResNet\u67b6\u6784，\u4e13\u6ce8\u8bf4\u8bdd\u4eba\u7279\u5f81\u63d0\u53d6，\u8f7b\u91cf\u5316\u4f18\u5316，\u652f\u6301INT8\u91cf\u5316，\u4f4e\u7b97\u529b\u6d88\u8017，\u9002\u914d\u79fb\u52a8\u7aef\/\u5d4c\u5165\u5f0f；\u9002\u914d\u7248\u672c：ResNet-18-Speaker（\u7aef\u4fa7\u8f7b\u91cf）\u3001ResNet-34-Speaker（\u9ad8\u7cbe\u5ea6）<\/p>\n<\/td>\n

\n

\u667a\u80fd\u8bbe\u5907\u8bf4\u8bdd\u4eba\u9a8c\u8bc1（\u624b\u673a\u8bed\u97f3\u89e3\u9501）\u3001\u8f66\u8f7d\u4e2a\u6027\u5316\u8bed\u97f3\u4ea4\u4e92\u3001\u53ef\u7a7f\u6234\u8bbe\u5907\u8eab\u4efd\u9a8c\u8bc1\u3001AI\u667a\u80fd\u773c\u955c\u8bf4\u8bdd\u4eba\u8eab\u4efd\u8bc6\u522b<\/p>\n<\/td>\n<\/tr>\n

\n

\u8bed\u8a00\u6a21\u578b<\/p>\n<\/td>\n

\n

Punc（\u6807\u70b9\u6062\u590d）<\/p>\n<\/td>\n

\n

\u8f7b\u91cf\u7ea7，KB\u7ea7-MB\u7ea7\u53c2\u6570\u91cf，\u63a8\u7406\u901f\u5ea6\u5feb，\u652f\u6301\u4e2d\u82f1\u6587\u6807\u70b9\u6062\u590d，\u9002\u914d\u7aef\u4fa7\u79bb\u7ebf\u573a\u666f，\u53ef\u642d\u914d\u8bed\u97f3\u8bc6\u522b\u6a21\u578b\u4f7f\u7528；\u9002\u914d\u7248\u672c：Punc-Lite（\u7aef\u4fa7\u8f7b\u91cf）\u3001Punc-Base（\u9ad8\u7cbe\u5ea6）<\/p>\n<\/td>\n

\n

\u8bed\u97f3\u8f6c\u6587\u5b57\u540e\u6807\u70b9\u8865\u5145（\u53ef\u7a7f\u6234\u8bbe\u5907\u8bed\u97f3\u7b14\u8bb0\u3001\u8f66\u8f7d\u8bed\u97f3\u8bb0\u5f55）\u3001\u79fb\u52a8\u7aef\u79bb\u7ebf\u6587\u672c\u7f16\u8f91\u3001\u5d4c\u5165\u5f0f\u8bbe\u5907\u8bed\u97f3\u8f6c\u5199\u4f18\u5316<\/p>\n<\/td>\n<\/tr>\n

\n

TransformerLM<\/p>\n<\/td>\n

\n

\u57fa\u4e8eTransformer\u89e3\u7801\u5668\u67b6\u6784，\u8f7b\u91cf\u5316\u4f18\u5316，\u53c2\u6570\u91cf\u7cbe\u7b80，\u652f\u6301\u7aef\u4fa7\u79bb\u7ebf\u63a8\u7406，\u64c5\u957f\u6587\u672c\u751f\u6210\u3001\u4e0a\u4e0b\u6587\u9884\u6d4b；\u9002\u914d\u7248\u672c：TransformerLM-Tiny（\u7aef\u4fa7\u9996\u9009）\u3001TransformerLM-Small<\/p>\n<\/td>\n

\n

\u79fb\u52a8\u7aef\u8f93\u5165\u6cd5\u8054\u60f3\u3001\u53ef\u7a7f\u6234\u8bbe\u5907\u77ed\u6587\u672c\u751f\u6210（\u8bed\u97f3\u52a9\u624b\u56de\u590d）\u3001\u5d4c\u5165\u5f0f\u8bbe\u5907\u6587\u672c\u8865\u5168\u3001\u79bb\u7ebf\u77ed\u6587\u672c\u6458\u8981<\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

\n

\"\"<\/p>\n

\u8bf4\u660e：1. \u6240\u6709\u6a21\u578b\u5747\u805a\u7126\u7aef\u4fa7\u9002\u914d，\u5c5e\u6027\u4e2d\u660e\u786e\u6807\u6ce8\u9002\u914d\u7248\u672c\u3001\u91cf\u5316\u65b9\u5f0f\u3001\u53c2\u6570\u91cf\u7b49\u6838\u5fc3\u9009\u578b\u4fe1\u606f；2. \u5e94\u7528\u573a\u666f\u4f18\u5148\u6db5\u76d6AI\u667a\u80fd\u773c\u955c\u3001\u53ef\u7a7f\u6234\u8bbe\u5907\u3001\u79fb\u52a8\u7aef\u3001\u8f66\u8f7d\u3001\u5d4c\u5165\u5f0f\u7b49\u7aef\u4fa7\u5178\u578b\u573a\u666f；<\/p>\n","protected":false},"excerpt":{"rendered":"

\u6a21\u578b\u7c7b\u578b\u6a21\u578b\u5177\u4f53\u540d\u79f0\u6a21\u578b\u5c5e\u6027\u6a21\u578b\u5e94\u7528\u76ee\u6807\u68c0\u6d4b\u6a21\u578b（\u89c6\u89c9\u7c7b）YOLOv5CNN\u67b6\u6784，INT8\/FP16\u91cf\u5316，\u53c2\u6570\u91cf0.5M-20M，\u63a8\u7406\u901f\u5ea6\u5feb，\u9002\u914dARM CPU\/NPU，\u5f00\u6e90\u53ef\u5546\u7528；\u9002\u914d\u7248\u672c：YOLOv5s（\u7aef\u4fa7\u9996\u9009）\u3001YOLOv5n（\u7eb3\u7c73\u7ea7）\u3001YOLOv5m（\u4e2d\u7aef\u5e73\u8861&#xff09<\/p>\n","protected":false},"author":2,"featured_media":73905,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[7802,7800,7797,7799,7801,7803,7798],"topic":[],"class_list":{"0":"post-73906","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","6":"hentry","7":"category-server","8":"tag-ai","11":"tag-7799","12":"tag-7801","13":"tag-7803","14":"tag-7798"},"yoast_head":"\nAI\u7aef\u4fa7\u6a21\u578b\u5b8c\u6574\u6c47\u603b\u8868 - 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