{"id":77691,"date":"2026-02-25T07:19:51","date_gmt":"2026-02-24T23:19:51","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/77691.html"},"modified":"2026-02-25T07:19:51","modified_gmt":"2026-02-24T23:19:51","slug":"%e7%ab%af%e4%be%a7ai%e6%b8%b8%e6%88%8f%e8%87%aa%e5%8a%a8%e5%8c%96%e5%ae%9e%e6%88%98%ef%bc%9a%e4%bb%8eyolo%e8%ae%ad%e7%bb%83%e5%88%b0%e7%a7%bb%e5%8a%a8%e7%ab%af%e6%8c%82%e6%9c%ba%e8%84%9a%e6%9c%ac","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/77691.html","title":{"rendered":"\u7aef\u4fa7AI\u6e38\u620f\u81ea\u52a8\u5316\u5b9e\u6218\uff1a\u4eceYOLO\u8bad\u7ec3\u5230\u79fb\u52a8\u7aef\u6302\u673a\u811a\u672c\u843d\u5730"},"content":{"rendered":"<h3>\u5f15\u8a00<\/h3>\n<p>\u5728\u79fb\u52a8\u6e38\u620f\u81ea\u52a8\u5316\u9886\u57df\uff0c\u4f20\u7edf\u7684\u56fe\u50cf\u5339\u914d\u4e0e\u5750\u6807\u5b9a\u4f4d\u65b9\u6848\uff0c\u5f80\u5f80\u96be\u4ee5\u5e94\u5bf9\u6e38\u620f\u754c\u9762\u7684\u52a8\u6001\u53d8\u5316\u4e0e\u591a\u5206\u8fa8\u7387\u9002\u914d\u95ee\u9898\u3002\u968f\u7740\u7aef\u4fa7\u6df1\u5ea6\u5b66\u4e60\u6846\u67b6\u7684\u6210\u719f\uff0c\u57fa\u4e8e\u76ee\u6807\u68c0\u6d4b\u6a21\u578b\u7684AI\u81ea\u52a8\u5316\u65b9\u6848\uff0c\u51ed\u501f\u5176\u5f3a\u5927\u7684\u89c6\u89c9\u7406\u89e3\u80fd\u529b\uff0c\u6210\u4e3a\u89e3\u51b3\u590d\u6742\u6e38\u620f\u573a\u666f\u7684\u7406\u60f3\u9009\u62e9\u3002\u672c\u6587\u5c06\u4ee5\u201c\u81ea\u52a8\u5173\u95ed\u5e7f\u544a\u201d\u4e0e\u201cRPG\u6e38\u620f\u81ea\u52a8\u6302\u673a\u201d\u4e3a\u5178\u578b\u573a\u666f\uff0c\u5b8c\u6574\u62c6\u89e3\u4ecePC\u7aef\u8bad\u7ec3YOLO\u6a21\u578b\uff0c\u5230\u8f6c\u6362\u4e3aNCNN\u683c\u5f0f\u90e8\u7f72\u81f3\u79fb\u52a8\u7aef\uff0c\u6700\u7ec8\u7ed3\u5408\u81ea\u52a8\u5316\u811a\u672c\u5b9e\u73b0\u7aef\u5230\u7aefAI\u6e38\u620f\u8f85\u52a9\u7684\u5168\u6d41\u7a0b\u3002<\/p>\n<h3>\u6280\u672f\u9009\u578b\u4e0e\u6838\u5fc3\u539f\u7406<\/h3>\n<p>\u672c\u65b9\u6848\u7684\u6838\u5fc3\u5728\u4e8e\u6784\u5efa\u201c\u89c6\u89c9\u611f\u77e5-\u51b3\u7b56\u6267\u884c\u201d\u7684\u95ed\u73af\uff0c\u5404\u7ec4\u4ef6\u9009\u578b\u53ca\u5206\u5de5\u5982\u4e0b\uff1a<\/p>\n<ul>\n<li>\u76ee\u6807\u68c0\u6d4b\u6a21\u578b\uff1a\u9009\u7528YOLO\u7cfb\u5217\u6a21\u578b\uff0c\u517c\u987e\u68c0\u6d4b\u901f\u5ea6\u4e0e\u7cbe\u5ea6\uff0c\u6ee1\u8db3\u79fb\u52a8\u7aef\u5b9e\u65f6\u6027\u8981\u6c42\u3002<\/li>\n<li>\u7aef\u4fa7\u63a8\u7406\u6846\u67b6\uff1a\u91c7\u7528NCNN\uff0c\u5176\u9488\u5bf9\u79fb\u52a8CPU\u6df1\u5ea6\u4f18\u5316\uff0c\u652f\u6301Vulkan 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<span class=\"token function\">install<\/span> ultralytics opencv-python<\/p>\n<h4>\u79fb\u52a8\u7aef\u90e8\u7f72\u73af\u5883<\/h4>\n<li>\u5b89\u88c5AutoJS\u6216AirsScript\u81f3\u5b89\u5353\u8bbe\u5907\uff0c\u5f00\u542f\u65e0\u969c\u788d\u670d\u52a1\u4e0e\u60ac\u6d6e\u7a97\u6743\u9650\uff0c\u786e\u4fdd\u811a\u672c\u5177\u5907\u5c4f\u5e55\u622a\u53d6\u4e0e\u89e6\u63a7\u80fd\u529b\u3002<\/li>\n<li>\u4e0b\u8f7dNCNN\u5b89\u5353\u9884\u7f16\u8bd1\u5e93\uff0c\u5c06\u5176\u6574\u5408\u81f3\u811a\u672c\u5f15\u64ce\u7684\u672c\u5730\u5e93\u76ee\u5f55\uff0c\u4e3a\u6a21\u578b\u63a8\u7406\u63d0\u4f9b\u5e95\u5c42\u652f\u6301\u3002<\/li>\n<li>\u786e\u4fdd\u8bbe\u5907\u5f00\u542f\u201cUSB\u8c03\u8bd5\u201d\u6a21\u5f0f\uff0c\u4fbf\u4e8ePC\u7aef\u5c06\u8bad\u7ec3\u597d\u7684\u6a21\u578b\u6587\u4ef6\u4e0e\u811a\u672c\u63a8\u9001\u81f3\u624b\u673a\u3002<\/li>\n<h3>\u81ea\u5b9a\u4e49YOLO\u6a21\u578b\u8bad\u7ec3\u4e0e\u4f18\u5316<\/h3>\n<h4>\u6e38\u620f\u573a\u666f\u6570\u636e\u91c7\u96c6\u4e0e\u6807\u6ce8<\/h4>\n<p>\u9488\u5bf9\u76ee\u6807\u573a\u666f\u8fdb\u884c\u6570\u636e\u91c7\u96c6\uff0c\u4f7f\u7528\u811a\u672c\u5faa\u73af\u622a\u53d6\u6e38\u620f\u753b\u9762\uff0c\u8986\u76d6\u4e0d\u540c\u6e38\u620f\u72b6\u6001\u3001\u5206\u8fa8\u7387\u4e0e\u5149\u7167\u6761\u4ef6\u3002\u5bf9\u4e8e\u201c\u5e7f\u544a\u5173\u95ed\u201d\u573a\u666f\uff0c\u91cd\u70b9\u91c7\u96c6\u542b\u201c\u8df3\u8fc7\u5e7f\u544a\u201d\u201c\u5173\u95ed\u201d\u6309\u94ae\u7684\u753b\u9762\uff1b\u5bf9\u4e8e\u201c\u6302\u673a\u6253\u602a\u201d\u573a\u666f\uff0c\u91c7\u96c6\u602a\u7269\u3001\u8840\u6761\u3001\u6280\u80fd\u6309\u94ae\u7b49\u5173\u952e\u76ee\u6807\u7684\u753b\u9762\u3002<\/p>\n<p>\u6807\u6ce8\u5de5\u5177\u9009\u7528LabelImg\uff0c\u6309\u7167YOLO\u683c\u5f0f\u6807\u6ce8\u76ee\u6807\uff0c\u751f\u6210\u5305\u542b\u7c7b\u522b\u4e0e\u8fb9\u754c\u6846\u4fe1\u606f\u7684txt\u6587\u4ef6\uff0c\u5c06\u6570\u636e\u96c6\u63098:1:1\u6bd4\u4f8b\u5212\u5206\u4e3a\u8bad\u7ec3\u96c6\u3001\u9a8c\u8bc1\u96c6\u4e0e\u6d4b\u8bd5\u96c6\u3002<\/p>\n<h4>\u6a21\u578b\u8bad\u7ec3\u4e0e\u8f7b\u91cf\u5316\u8c03\u6574<\/h4>\n<p>\u4f7f\u7528ultralytics\u5e93\u542f\u52a8\u8bad\u7ec3\uff0c\u9009\u62e9\u8f7b\u91cf\u5316\u7684YOLOnano\u6216YOLOv8n\u6a21\u578b\uff0c\u4ee5\u9002\u914d\u79fb\u52a8\u7aef\u6027\u80fd\u3002\u6838\u5fc3\u8bad\u7ec3\u4ee3\u7801\u5982\u4e0b\uff1a<\/p>\n<p><span class=\"token keyword\">from<\/span> ultralytics <span class=\"token keyword\">import<\/span> YOLO<\/p>\n<p><span class=\"token comment\"># \u52a0\u8f7d\u9884\u8bad\u7ec3\u6a21\u578b<\/span><br \/>\nmodel <span class=\"token operator\">=<\/span> YOLO<span class=\"token punctuation\">(<\/span><span class=\"token string\">\\&#8221;yolov8n.pt\\&#8221;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n<span class=\"token comment\"># \u542f\u52a8\u8bad\u7ec3\uff0c\u6307\u5b9a\u6570\u636e\u96c6\u914d\u7f6e\u6587\u4ef6\u3001\u8fed\u4ee3\u6b21\u6570\u4e0e\u6279\u6b21\u5927\u5c0f<\/span><br \/>\nresults <span class=\"token operator\">=<\/span> model<span class=\"token punctuation\">.<\/span>train<span class=\"token punctuation\">(<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u5f15\u8a00<br 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\/>\n\u6280\u672f\u9009\u578b\u4e0e\u6838\u5fc3\u539f\u7406<br \/>\n\u672c\u65b9\u6848\u7684\u6838\u5fc3\u5728\u4e8e\u6784\u5efa\u201c\u89c6\u89c9\u611f\u77e5-\u51b3\u7b56\u6267\u884c\u201d\u7684\u95ed<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[50,248,395],"topic":[],"class_list":["post-77691","post","type-post","status-publish","format-standard","hentry","category-server","tag-50","tag-248","tag-395"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v20.3 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u7aef\u4fa7AI\u6e38\u620f\u81ea\u52a8\u5316\u5b9e\u6218\uff1a\u4eceYOLO\u8bad\u7ec3\u5230\u79fb\u52a8\u7aef\u6302\u673a\u811a\u672c\u843d\u5730 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, 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