{"id":48376,"date":"2025-07-30T11:47:15","date_gmt":"2025-07-30T03:47:15","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/48376.html"},"modified":"2025-07-30T11:47:15","modified_gmt":"2025-07-30T03:47:15","slug":"yolov8%e8%87%aa%e5%8a%a8%e9%a9%be%e9%a9%b6%e7%b3%bb%e7%bb%9f-%e8%a1%8c%e4%ba%ba%e6%a3%80%e6%b5%8b%e9%a2%84%e8%ad%a6%e6%a8%a1%e5%9d%97-%e4%bb%a3%e7%a0%81%e7%a4%ba%e4%be%8b%e8%af%a6","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/48376.html","title":{"rendered":"YOLOv8\u81ea\u52a8\u9a7e\u9a76\u7cfb\u7edf \u2014\u2014 \u884c\u4eba\u68c0\u6d4b\u9884\u8b66\u6a21\u5757 \u4ee3\u7801\u793a\u4f8b\u8be6\u7ec6\u8bf4\u660e"},"content":{"rendered":"

YOLOv8\u81ea\u52a8\u9a7e\u9a76\u7cfb\u7edf\u884c\u4eba\u68c0\u6d4b\u9884\u8b66\u6a21\u5757\u4ee3\u7801\u793a\u4f8b\u8be6\u7ec6\u8bf4\u660e<\/h2>\n

1. \u6574\u4f53\u67b6\u6784\u8bf4\u660e<\/h3>\n

\u884c\u4eba\u68c0\u6d4b\u9884\u8b66\u6a21\u5757\u91c7\u7528\u6a21\u5757\u5316\u8bbe\u8ba1\uff0c\u4e3b\u8981\u5305\u542b\u4ee5\u4e0b\u51e0\u4e2a\u6838\u5fc3\u7ec4\u4ef6\uff1a<\/p>\n

1.1 \u6838\u5fc3\u7c7b\u7ed3\u6784<\/h4>\n

PedestrianDetector # \u4e3b\u68c0\u6d4b\u5668\u7c7b
\n\u251c\u2500\u2500 PedestrianDetection # \u884c\u4eba\u68c0\u6d4b\u6570\u636e\u7ed3\u6784
\n\u251c\u2500\u2500 PedestrianTrack # \u884c\u4eba\u8f68\u8ff9\u6570\u636e\u7ed3\u6784
\n\u2514\u2500\u2500 PedestrianVisualizer # \u53ef\u89c6\u5316\u7c7b <\/p>\n

1.2 \u4e3b\u8981\u529f\u80fd\u6d41\u7a0b<\/h4>\n
  • \u56fe\u50cf\u8f93\u5165 \u2192 2. \u884c\u4eba\u68c0\u6d4b \u2192 3. \u8ddd\u79bb\u4f30\u7b97 \u2192 4. \u8f68\u8ff9\u8ddf\u8e2a \u2192 5. \u98ce\u9669\u8bc4\u4f30 \u2192 6. \u9884\u8b66\u751f\u6210<\/li>\n

    2. \u6838\u5fc3\u4ee3\u7801\u8be6\u7ec6\u8bf4\u660e<\/h3>\n

    2.1 \u6570\u636e\u7ed3\u6784\u5b9a\u4e49<\/h4>\n

    python<\/p>\n

    @dataclass
    \nclass PedestrianDetection:
    \n \\”\\”\\”\u884c\u4eba\u68c0\u6d4b\u7ed3\u679c\u6570\u636e\u7ed3\u6784\\”\\”\\”
    \n detection_id: int # \u68c0\u6d4bID\uff08\u7528\u4e8e\u8ddf\u8e2a\uff09
    \n bbox: Tuple[int, int, int, int] # \u8fb9\u754c\u6846\u5750\u6807 (x1, y1, x2, y2)
    \n confidence: float # \u68c0\u6d4b\u7f6e\u4fe1\u5ea6
    \n center: Tuple[int, int] # \u4e2d\u5fc3\u70b9\u5750\u6807
    \n area: int # \u68c0\u6d4b\u533a\u57df\u9762\u79ef
    \n dista<\/p>\n","protected":false},"excerpt":{"rendered":"

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