{"id":57651,"date":"2025-08-15T17:10:36","date_gmt":"2025-08-15T09:10:36","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/57651.html"},"modified":"2025-08-15T17:10:36","modified_gmt":"2025-08-15T09:10:36","slug":"zero2yoloyard%ef%bc%9a%e6%82%a8%e7%9a%84%e6%9c%ac%e5%9c%b0ai%e6%a0%87%e6%b3%a8%e5%88%a9%e5%99%a8%ef%bc%8c%e4%bb%8e%e8%a7%86%e9%a2%91%e5%88%b0yolo%e6%95%b0%e6%8d%ae%e9%9b%86%ef%bc%8c%e4%b8%80%e7%ab%99","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/57651.html","title":{"rendered":"Zero2YoloYard\uff1a\u60a8\u7684\u672c\u5730AI\u6807\u6ce8\u5229\u5668\uff0c\u4ece\u89c6\u9891\u5230YOLO\u6570\u636e\u96c6\uff0c\u4e00\u7ad9\u5f0f\u641e\u5b9a\uff01"},"content":{"rendered":"<p>\u8fd8\u5728\u4e3a\u9ad8\u6602\u7684\u4e91\u7aef\u6807\u6ce8\u670d\u52a1\u8d39\u7528\u3001\u6570\u636e\u9690\u79c1\u98ce\u9669\u6216\u590d\u6742\u7684\u672c\u5730\u73af\u5883\u914d\u7f6e\u800c\u70e6\u607c\u5417&#xff1f;\u9686\u91cd\u63a8\u51fa\u00a0Zero2YoloYard&#xff0c;\u4e00\u4e2a\u6df1\u5ea6\u5b9a\u5236\u3001\u5b8c\u5168\u672c\u5730\u5316\u7684\u673a\u5668\u5b66\u4e60\u6807\u6ce8\u5de5\u5177&#xff01;\u5b83\u7ee7\u627f\u5e76\u5f3a\u5316\u4e86\u00a0FIRST 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\u76f8\u8f83\u4e8e\u524d\u4ee3&#xff0c;\u5728\u5904\u7406\u89c6\u89c9\u76f8\u4f3c\u3001\u5c0f\u578b\u6216\u88ab\u906e\u6321\u7269\u4f53\u65b9\u9762\u8868\u73b0\u66f4\u4f73&#xff0c;\u5e76\u5c06\u56fe\u50cf\u548c\u89c6\u9891\u5206\u5272\u529f\u80fd\u7edf\u4e00\u5728\u4e00\u4e2a\u6a21\u578b\u4e2d&#xff0c;\u7b80\u5316\u4e86\u90e8\u7f72\u5e76\u786e\u4fdd\u4e86\u8de8\u5a92\u4f53\u7c7b\u578b\u7684\u4e00\u81f4\u6027\u80fd\u3002\u901a\u8fc7\u5355\u70b9\u70b9\u51fb\u5373\u53ef\u751f\u6210\u7cbe\u786e\u8fb9\u754c\u6846&#xff0c;\u4ee5\u53ca\u5728\u89c6\u9891\u4e2d\u8fdb\u884c\u667a\u80fd\u5bf9\u8c61\u8ddf\u8e2a&#xff0c;\u5927\u5e45\u63d0\u5347\u4e86\u6807\u6ce8\u901f\u5ea6\u548c\u4e00\u81f4\u6027\u3002<\/p>\n<\/li>\n<\/ul>\n<\/li>\n<li>\n<p>\u7aef\u5230\u7aef\u5de5\u4f5c\u6d41&#xff0c;\u65e0\u7f1d\u5bf9\u63a5YOLO\u8bad\u7ec3&#xff01;<\/p>\n<ul>\n<li>\n<p>LabelImg \u7b49\u5de5\u5177\u4e3b\u8981\u4e13\u6ce8\u4e8e\u56fe\u7247\u6807\u6ce8&#xff0c;\u800c VoTT \u7b49\u867d\u652f\u6301\u89c6\u9891&#xff0c;\u4f46\u901a\u5e38\u6b62\u6b65\u4e8e\u6807\u6ce8\u672c\u8eab\u3002Zero2YoloYard \u63d0\u4f9b\u4e86\u4ece\u539f\u59cb\u89c6\u9891\u5bfc\u5165\u3001\u5e27\u63d0\u53d6\u3001\u4eba\u5de5\/AI\u8f85\u52a9\u6807\u6ce8&#xff0c;\u76f4\u5230\u6700\u7ec8\u751f\u6210YOLO\u683c\u5f0f\u6570\u636e\u96c6\u7684\u4e00\u7ad9\u5f0f\u89e3\u51b3\u65b9\u6848\u3002\u8fd9\u4f7f\u5f97\u6570\u636e\u51c6\u5907\u6d41\u7a0b\u66f4\u52a0\u987a\u7545&#xff0c;\u5927\u5927\u51cf\u5c11\u4e86\u5728\u4e0d\u540c\u5de5\u5177\u4e4b\u95f4\u5207\u6362\u548c\u6570\u636e\u683c\u5f0f\u8f6c\u6362\u7684\u9ebb\u70e6\u3002<\/p>\n<\/li>\n<\/ul>\n<\/li>\n<li>\n<p>\u6e90\u4e8eFIRST Machine Learning Toolchain (FMLTC)&#xff0c;\u9762\u5411\u673a\u5668\u4eba\u4e0eAI\u6559\u80b2<\/p>\n<ul>\n<li>\n<p>\u9879\u76ee\u57fa\u4e8e FMLTC&#xff0c;\u5929\u7136\u7ee7\u627f\u4e86\u5176\u5728\u673a\u5668\u4eba\u548cAI\u6559\u80b2\u9886\u57df\u7684\u5b9e\u7528\u6027\u4e0e\u6613\u7528\u6027\u3002\u5176\u8bbe\u8ba1\u7406\u5ff5\u548c\u529f\u80fd\u96c6&#xff0c;\u7279\u522b\u9002\u5408\u00a0FIRST\u00a0\u673a\u5668\u4eba\u7ade\u8d5b\u56e2\u961f\u3001\u9ad8\u6821\u5b9e\u9a8c\u5ba4\u548c\u4e2a\u4ebaAI\u7231\u597d\u8005\u5feb\u901f\u6784\u5efa\u548c\u7ba1\u7406\u81ea\u5df1\u7684\u8bad\u7ec3\u6570\u636e\u96c6\u3002<\/p>\n<\/li>\n<\/ul>\n<\/li>\n<h4>&#x1f389; Zero2YoloYard v1.0.0 \u6b63\u5f0f\u53d1\u5e03&#xff01;<\/h4>\n<p>\u6211\u4eec\u975e\u5e38\u6fc0\u52a8\u5730\u5ba3\u5e03&#xff0c;Zero2YoloYard \u8fce\u6765\u4e86\u5b83\u7684\u7b2c\u4e00\u4e2a\u6b63\u5f0f\u7248\u672c&#xff08;v1.0.0&#xff09;&#xff01;\u8fd9\u4e2a\u91cc\u7a0b\u7891\u7248\u672c\u5e26\u6765\u4e86\u524d\u6240\u672a\u6709\u7684\u4fbf\u5229\u6027&#xff1a;<\/p>\n<ul>\n<li>\n<p>\u5f00\u7bb1\u5373\u7528: \u76f4\u63a5\u4e0b\u8f7d\u00a0Zero2YoloYard-v1.0.0.exe\u00a0\u6587\u4ef6\u5373\u53ef\u5728\u672c\u5730 Windows \u73af\u5883\u4e2d\u8fd0\u884c&#xff0c;\u65e0\u9700\u624b\u52a8\u914d\u7f6e\u590d\u6742\u7684\u5f00\u53d1\u73af\u5883\u3002<\/p>\n<\/li>\n<li>\n<p>\u57fa\u4e8e SAM 2.1 \u7684\u8f85\u52a9\u6807\u6ce8: \u96c6\u6210\u4e86\u5f3a\u5927\u7684 Segment Anything Model 2.1&#xff0c;\u4e3a\u60a8\u5e26\u6765\u66f4\u52a0\u667a\u80fd\u548c\u7cbe\u51c6\u7684\u8f85\u52a9\u6807\u6ce8\u4f53\u9a8c\u3002SAM 2.1 \u5728\u5904\u7406\u89c6\u89c9\u4e0a\u76f8\u4f3c\u7684\u7269\u4f53\u3001\u5c0f\u578b\u7269\u4f53\u4ee5\u53ca\u88ab\u906e\u6321\u7269\u4f53\u65b9\u9762\u8868\u73b0\u66f4\u4f73\u3002<\/p>\n<\/li>\n<li>\n<p>\u8f85\u52a9\u8ddf\u8e2a\u6807\u6ce8: \u5728\u89c6\u9891\u6807\u6ce8\u4e2d&#xff0c;\u53ef\u4ee5\u5229\u7528 SAM 2.1 \u7684\u8ddf\u8e2a\u80fd\u529b&#xff0c;\u5728\u4e0d\u540c\u5e27\u4e4b\u95f4\u8fdb\u884c\u8f85\u52a9\u8ddf\u8e2a\u6807\u6ce8&#xff0c;\u5927\u5e45\u63d0\u5347\u6548\u7387\u3002<\/p>\n<\/li>\n<li>\n<p>\u7edf\u4e00\u7684\u6a21\u578b\u67b6\u6784: SAM 2.1 \u5c06\u56fe\u50cf\u548c\u89c6\u9891\u5206\u5272\u529f\u80fd\u7edf\u4e00\u5728\u4e00\u4e2a\u6a21\u578b\u4e2d&#xff0c;\u7b80\u5316\u4e86\u90e8\u7f72\u5e76\u786e\u4fdd\u4e86\u8de8\u5a92\u4f53\u7c7b\u578b\u7684\u4e00\u81f4\u6027\u80fd\u3002<\/p>\n<\/li>\n<\/ul>\n<h4>&#x1f6e0;\ufe0f \u5feb\u901f\u4e0a\u624b\u6307\u5357<\/h4>\n<li>\n<p>\u4e0b\u8f7d\u7a0b\u5e8f\u4e0e\u6a21\u578b\u6743\u91cd:<\/p>\n<ul>\n<li>\n<p>\u4ece GitHub Release \u9875\u9762\u4e0b\u8f7d\u00a0Zero2YoloYard-v1.0.0.exe\u00a0\u6587\u4ef6\u3002<\/p>\n<\/li>\n<li>\n<p>\u540c\u65f6\u4e0b\u8f7d\u00a0checkpoints.zip\u00a0\u538b\u7f29\u5305\u3002<\/p>\n<\/li>\n<\/ul>\n<\/li>\n<li>\n<p>\u89e3\u538b: \u5c06\u00a0checkpoints.zip\u00a0\u89e3\u538b&#xff0c;\u786e\u4fdd\u89e3\u538b\u540e\u7684\u00a0checkpoints\u00a0\u6587\u4ef6\u5939\u4e0e\u00a0Zero2YoloYard-v1.0.0.exe\u00a0\u6587\u4ef6\u4f4d\u4e8e\u540c\u4e00\u76ee\u5f55\u4e0b\u3002<\/p>\n<\/li>\n<li>\n<p>\u8fd0\u884c: \u76f4\u63a5\u53cc\u51fb\u00a0Zero2YoloYard-v1.0.0.exe\u00a0\u542f\u52a8\u7a0b\u5e8f\u3002<\/p>\n<\/li>\n<li>\n<p>\u8bbf\u95ee: \u670d\u52a1\u5668\u542f\u52a8\u540e&#xff0c;\u5728\u6d4f\u89c8\u5668\u4e2d\u8bbf\u95ee\u00a0http:\/\/127.0.0.1:5000\u00a0\u5373\u53ef\u5f00\u59cb\u4f7f\u7528&#xff01;<\/p>\n<\/li>\n<p>\u26a0\ufe0f \u91cd\u8981\u63d0\u793a&#xff1a;CUDA 11.8 \u8981\u6c42 \u4e3a\u4e86\u5145\u5206\u5229\u7528\u57fa\u4e8e SAM 2.1 \u7684\u8f85\u52a9\u6807\u6ce8\u4e0e\u8f85\u52a9\u8ddf\u8e2a\u6807\u6ce8\u529f\u80fd&#xff0c;\u8bf7\u786e\u4fdd\u60a8\u7684\u7535\u8111\u4e0a\u5df2\u7ecf\u5b89\u88c5\u4e86\u00a0CUDA 11.8\u3002\u8fd9\u662fAI\u6a21\u578b\u9ad8\u6027\u80fd\u8fd0\u884c\u6240\u5fc5\u9700\u7684\u3002<\/p>\n<ul>\n<li>\n<p>\u60a8\u53ef\u4ee5\u4ece\u00a0NVIDIA \u5b98\u65b9\u7f51\u7ad9\u00a0\u4e0b\u8f7d\u5e76\u5b89\u88c5 CUDA 11.8\u3002<\/p>\n<\/li>\n<li>\n<p>\u5b89\u88c5\u524d\u8bf7\u786e\u4fdd\u60a8\u7684 GPU \u9a71\u52a8\u4e3a\u6700\u65b0\u7248\u672c\u3002<\/p>\n<\/li>\n<\/ul>\n<h4>&#x1f4d6; \u8be6\u7ec6\u5de5\u4f5c\u6d41\u7a0b<\/h4>\n<li>\n<p>\u4e0a\u4f20\u6570\u636e&#xff1a;\u5728\u201cVideos\u201d\u9009\u9879\u5361&#xff0c;\u70b9\u51fb\u201cUpload Video\u201d\u4e0a\u4f20MP4\u89c6\u9891&#xff0c;\u6216\u70b9\u51fb\u201cImport Frames\u201d\u5bfc\u5165\u56fe\u7247\u6587\u4ef6\u5939\u3002<\/p>\n<\/li>\n<li>\n<p>\u5206\u914d\u6807\u6ce8\u4efb\u52a1&#xff1a;\u5f53\u89c6\u9891\u72b6\u6001\u4e3a\u201cREADY\u201d\u540e&#xff0c;\u70b9\u51fb\u201cManage Tasks\u201d\u4e3a\u56e2\u961f\u6210\u5458\u521b\u5efa\u6807\u6ce8\u4efb\u52a1&#xff0c;\u6307\u5b9a\u5e27\u8303\u56f4\u548c\u8d1f\u8d23\u4eba\u3002<\/p>\n<\/li>\n<li>\n<p>\u5f00\u59cb\u6807\u6ce8&#xff1a;\u70b9\u51fb\u4efb\u52a1\u65c1\u7684\u201cStart Labeling\u201d\u8fdb\u5165\u6807\u6ce8\u754c\u9762\u3002<\/p>\n<ul>\n<li>\n<p>\u5728\u53f3\u4fa7\u9009\u62e9\u6216\u521b\u5efa\u65b0\u7684\u7c7b\u522b\u3002<\/p>\n<\/li>\n<li>\n<p>\u624b\u52a8\u6807\u6ce8&#xff1a;\u62d6\u52a8\u9f20\u6807\u7ed8\u5236\u8fb9\u754c\u6846\u3002<\/p>\n<\/li>\n<li>\n<p>AI\u8f85\u52a9\u6807\u6ce8&#xff1a;\u70b9\u51fb\u201cEnable SAM\u201d&#xff0c;\u7136\u540e\u5728\u7269\u4f53\u4e0a\u70b9\u51fb&#xff0c;SAM\u5c06\u81ea\u52a8\u751f\u6210\u8fb9\u754c\u6846\u3002<\/p>\n<\/li>\n<li>\n<p>AI\u8f85\u52a9\u8ddf\u8e2a&#xff1a;\u5728\u4e00\u5e27\u4e0a\u6807\u6ce8\u5b8c\u5bf9\u8c61\u540e&#xff0c;\u70b9\u51fb\u201cTrack Objects with SAM2\u201d&#xff0c;\u7a0b\u5e8f\u5c06\u81ea\u52a8\u8ddf\u8e2a\u540e\u7eed\u5e27\u4e2d\u7684\u5bf9\u8c61\u3002\u60a8\u53ef\u4ee5\u5728\u8ddf\u8e2a\u8fc7\u7a0b\u4e2d\u968f\u65f6\u6682\u505c\u5e76\u8fdb\u884c\u4eba\u5de5\u4fee\u6b63\u3002<\/p>\n<\/li>\n<li>\n<p>\u6bcf\u5e27\u6807\u6ce8\u5b8c\u6210\u540e&#xff0c;\u52a1\u5fc5\u70b9\u51fb\u201cSave BBoxes\u201d\u4fdd\u5b58\u3002<\/p>\n<\/li>\n<\/ul>\n<\/li>\n<li>\n<p>\u751f\u6210\u6570\u636e\u96c6&#xff1a;\u5207\u6362\u5230\u201cDatasets\u201d\u9009\u9879\u5361&#xff0c;\u70b9\u51fb\u201cCreate Dataset\u201d&#xff0c;\u9009\u62e9\u5df2\u6807\u6ce8\u7684\u89c6\u9891&#xff0c;\u914d\u7f6e\u8bad\u7ec3\/\u9a8c\u8bc1\/\u6d4b\u8bd5\u96c6\u6bd4\u4f8b&#xff0c;\u5373\u53ef\u4e00\u952e\u751f\u6210YOLO\u683c\u5f0f\u7684\u538b\u7f29\u5305\u3002<\/p>\n<\/li>\n<h4>&#x1f4c2; \u9879\u76ee\u7ed3\u6784<\/h4>\n<p>Zero2YoloYard 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