{"id":28032,"date":"2023-02-20T19:53:41","date_gmt":"2024-02-24T20:11:57","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/%e7%94%a8ubuntu-linux%e8%bf%9b%e8%a1%8cyolo%e6%bc%94%e7%a4%ba-4\/"},"modified":"2025-08-12T05:58:28","modified_gmt":"2025-08-11T21:58:28","slug":"%e7%94%a8ubuntu-linux%e8%bf%9b%e8%a1%8cyolo%e6%bc%94%e7%a4%ba-4","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/%e7%94%a8ubuntu-linux%e8%bf%9b%e8%a1%8cyolo%e6%bc%94%e7%a4%ba-4\/","title":{"rendered":"\u7528Ubuntu Linux\u8fdb\u884cYOLO\u6f14\u793a"},"content":{"rendered":"

\u53ea\u6d3b\u4e00\u6b21<\/h1>\n

YOLO\u306e\u8aac\u660e\u306f\u3001\u8aac\u660e\u3067\u304d\u308b\u307b\u3069\u4e2d\u8eab\u3092\u7406\u89e3\u3057\u3066\u3044\u306a\u3044\u305f\u3081\u7701\u7565\u3057\u307e\u3059\u3002
\n\u3010\u53c2\u8003\u3011Windows\u3067YOLO\u306e\u30c7\u30e2<\/p>\n

\u30d3\u30eb\u30c9\u74b0\u5883\u69cb\u7bc9<\/h1>\n
    \n
  1. \n
      Ubuntu Linux 20.04 \u306b CUDA Toolkit \u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b<\/ol>\n<\/li>\n<\/ol>\n

       <\/p>\n

        \n
      1. \n
          \u3010\u53c2\u8003\u3011NVIDIA CUDA toolkit on Ubuntu20.04<\/ol>\n<\/li>\n<\/ol>\n

          cmake\u3001opencv\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b<\/p>\n

          $ sudo apt-get install cmake libopencv-dev<\/p>\n

          YOLO\uff08darknet\uff09\u306e\u30d3\u30eb\u30c9<\/h1>\n

          \u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u306e\u5165\u624b<\/p>\n

          $ git clone https:\/\/github.com\/pjreddie\/darknet.git<\/p>\n

          \u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u306e\u30d3\u30eb\u30c9<\/p>\n

          $ cd darknet\/
          \n$ .\/build.sh<\/p>\n

          \u4e0b\u8f7dYOLO\u6a21\u578b\u7684\u6743\u91cd<\/h1>\n

          \u8981\u4f7f\u7528darknet.exe\uff0c\u9700\u8981\u83b7\u53d6YOLO\u7684\u6743\u91cd\u6587\u4ef6\u3002<\/p>\n

          yolov3.weights (237 MB)
          \nyolov3-tiny.weights (33.7 MB)
          \nyolov4.weights (245 MB)
          \nyolov4-tiny.weights (23.1 MB)<\/p>\n

          \u5728\u6697\u7f51\u4e0a\u8fdb\u884c\u7269\u4f53\u68c0\u6d4b<\/h1>\n

          \u5728\u56fe\u7247\u6587\u4ef6\u4e2d\u68c0\u6d4b\u5230\u7684\u7269\u4f53<\/h2>\n

          \u5728Darknet\u7684\u6e90\u4ee3\u7801\u4e2d\uff0c\u5305\u542b\u4e86\u4e00\u4e9b\u793a\u4f8b\u7167\u7247\uff0c\u60a8\u53ef\u4ee5\u4f7f\u7528\u8fd9\u4e9b\u7167\u7247\u8fdb\u884c\u64cd\u4f5c\u786e\u8ba4\u3002<\/p>\n

          \"darknet_yolov4_dog.jpg.png\"<\/div>\n

          \u6444\u50cf\u5934\u5b9e\u65f6\u7269\u4f53\u68c0\u6d4b\u7684\u56fe\u50cf<\/h2>\n

          \u4e0eWindows\u4e0a\u7684YOLO\u6f14\u793a\u76f8\u4f3c\uff0cGeForce 1050\u5728\u5927\u7ea67\u5e27\/\u79d2\u7684\u901f\u5ea6\u4e0b\u8fd0\u884c\u3002
          \n\u636e\u770b\u6765\uff0c\u7531\u4e8e\u64cd\u4f5c\u7cfb\u7edf\u7684\u5dee\u5f02\uff0c\u6027\u80fd\u5dee\u5f02\u5e76\u4e0d\u663e\u8457\u5230\u80fd\u591f\u88ab\u5bdf\u89c9\u3002<\/p>\n

            $ <\/span>.\/darknet detector demo cfg\/coco.data cfg\/yolov4.cfg yolov4.weights\r\n<\/code><\/pre>\n
          \u4f7f\u7528MP4\u89c6\u9891\u8fdb\u884c\u5b9e\u65f6\u7269\u4f53\u68c0\u6d4b<\/h2>\n
            $ <\/span>.\/darknet detector demo cfg\/coco.data cfg\/yolov4.cfg yolov4.weights -thresh<\/span> 0.5 data\/test.mp4 -dont_show<\/span> 1 -out_filename<\/span> result\/test_out.mp4\r\n<\/code><\/pre>\n
          \u5176\u5b83<\/h1>\n
          \u4e5f\u8bb8\u6709\u504f\u89c1\uff0c\u4f46\u6211\u89c9\u5f97\u76f8\u6bd4Windows\uff0c\u4f7f\u7528\u673a\u5668\u5b66\u4e60\u76f8\u5173\u7684\u6846\u67b6\uff0c\u5728\u914d\u7f6e\u548c\u73af\u5883\u642d\u5efa\u65b9\u9762\uff0cLinux\uff08\u5c24\u5176\u662fUbuntu\uff09\u66f4\u52a0\u7b80\u4fbf\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"
          \u53ea\u6d3b\u4e00\u6b21 YOLO\u306e\u8aac\u660e\u306f\u3001\u8aac\u660e\u3067\u304d\u308b\u307b\u3069\u4e2d\u8eab\u3092\u7406\u89e3\u3057\u3066\u3044\u306a\u3044\u305f\u3081\u7701\u7565\u3057\u307e\u3059\u3002 \u3010\u53c2\u8003\u3011Windows\u3067YOL […]<\/p>\n","protected":false},"author":12,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[227],"class_list":["post-28032","post","type-post","status-publish","format-standard","hentry","category-uncategorized","tag-227"],"yoast_head":"\n\u7528Ubuntu Linux\u8fdb\u884cYOLO\u6f14\u793a - Blog - Silicon Cloud<\/title>\n<meta name=\"description\" content=\"\u5173\u4e8e\u7528Ubuntu Linux\u8fdb\u884cYOLO\u6f14\u793a\u7684\u6280\u672f\u6587\u7ae0\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.silicloud.com\/zh\/blog\/\u7528ubuntu-linux\u8fdb\u884cyolo\u6f14\u793a-4\/\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u7528Ubuntu Linux\u8fdb\u884cYOLO\u6f14\u793a\" \/>\n<meta property=\"og:description\" content=\"\u5173\u4e8e\u7528Ubuntu Linux\u8fdb\u884cYOLO\u6f14\u793a\u7684\u6280\u672f\u6587\u7ae0\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.silicloud.com\/zh\/blog\/\u7528ubuntu-linux\u8fdb\u884cyolo\u6f14\u793a-4\/\" \/>\n<meta property=\"og:site_name\" content=\"Blog - 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