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install ultralytics==8.2.0 gymnasium==0.29.1 stable-baselines3==2.7.1 torch==2.1.2 opencv-python mss pyautogui numpy<\/p>\n<li>\u524d\u7f6e\u51c6\u5907\uff1a\u5c06\u76ee\u6807\u6e38\u620f\u8bbe\u7f6e\u4e3a1280\u00d7720\u7a97\u53e3\u5316\u6a21\u5f0f\uff0c\u56fa\u5b9a\u7a97\u53e3\u4f4d\u7f6e\uff0c\u4fbf\u4e8e\u540e\u7eed\u753b\u9762\u6355\u83b7\u533a\u57df\u7684\u7cbe\u51c6\u5b9a\u4f4d\u3002<\/li>\n<h3>\u6e38\u620f\u89c6\u89c9\u68c0\u6d4b\u6a21\u578b\uff1aYOLOv8\u8bad\u7ec3\u4e0e\u4f18\u5316<\/h3>\n<h4>\u76ee\u6807\u68c0\u6d4b\u6570\u636e\u96c6\u6784\u5efa<\/h4>\n<li>\u6837\u672c\u91c7\u96c6\uff1a\u7f16\u5199mss\u622a\u56fe\u811a\u672c\uff0c\u6309150\u6beb\u79d2\u95f4\u9694\u6355\u83b7\u6e38\u620f\u753b\u9762\uff0c\u8986\u76d6\u89d2\u8272\u79fb\u52a8\u3001\u654c\u4eba\u5237\u65b0\u3001\u9053\u5177\u62fe\u53d6\u3001\u6218\u6597\u7ed3\u7b97\u7b49\u6838\u5fc3\u573a\u666f\uff0c\u5171\u91c7\u96c6800-1000\u5f20\u6709\u6548\u6837\u672c\u3002<\/li>\n<li>\u6807\u6ce8\u89c4\u8303\uff1a\u4f7f\u7528Ultralytics\u6807\u6ce8\u5de5\u5177\uff0c\u5bf9\u201c\u73a9\u5bb6\u201d\u201c\u654c\u4eba\u201d\u201c\u6838\u5fc3\u9053\u5177\u201d\u4e09\u7c7b\u76ee\u6807\u8fdb\u884c\u8fb9\u754c\u6846\u6807\u6ce8\uff0c\u751f\u6210YOLO\u683c\u5f0f\u7684.txt\u6807\u7b7e\u6587\u4ef6\uff0c\u63098:2\u6bd4\u4f8b\u5212\u5206\u8bad\u7ec3\u96c6\u4e0e\u9a8c\u8bc1\u96c6\u3002<\/li>\n<li>\u914d\u7f6e\u6587\u4ef6\u7f16\u5199\uff1a\u5728\u6570\u636e\u96c6\u6839\u76ee\u5f55\u521b\u5efagame_detect.yaml\uff0c\u660e\u786e\u6570\u636e\u96c6\u8def\u5f84\u4e0e\u7c7b\u522b\u4fe1\u606f\uff1a<\/li>\n<p>train: ..\/train\/images<br \/>\nval: ..\/val\/images<br \/>\nnc: 3<br \/>\nnames: [\\&#8217;player\\&#8217;, \\&#8217;enemy\\&#8217;, \\&#8217;prop\\&#8217;]<\/p>\n<h4>\u6a21\u578b\u8bad\u7ec3\u4e0e\u9a8c\u8bc1<\/h4>\n<li>\u8f7b\u91cf\u5316\u8bad\u7ec3\u914d\u7f6e\uff1a\u9488\u5bf9PC\u7aef\u7b97\u529b\uff0c\u8bbe\u7f6e\u9ad8\u6548\u8bad\u7ec3\u53c2\u6570\uff0c\u542f\u52a8\u8bad\u7ec3\uff1a<\/li>\n<p>from ultralytics import YOLO<\/p>\n<p>model = YOLO(\\&#8217;yolov8n.pt\\&#8217;)<br \/>\nresults = model.train(<br \/>\n    data=\\&#8217;game_detect.yaml\\&#8217;,<br \/>\n    epochs=80,<br \/>\n    imgsz=640,<br \/>\n    batch=16,<br \/>\n    device=0,  # GPU\u52a0\u901f\uff0cCPU\u8bbe\u4e3a-1<br \/>\n    patience=20,<br \/>\n    save=True,<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u5f15\u8a00<br 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\/>\n\u6280\u672f\u9009\u578b\u4e0e\u5f00\u53d1\u73af\u5883\u642d\u5efa<br \/>\n\u6838\u5fc3\u6280\u672f\u6808\u4e0e\u4f18\u52bf \u89c6\u89c9\u611f\u77e5\uff1aYOLOv8n<\/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":[156,248,395],"topic":[],"class_list":["post-77669","post","type-post","status-publish","format-standard","hentry","category-server","tag-yolo","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>\u89c6\u89c9\u9a71\u52a8\u76842D\u6e38\u620f\u81ea\u52a8\u5316\uff1aYOLOv8\u4e0ePPO\u7684\u534f\u540c\u5b9e\u6218 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" 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