{"id":1011,"date":"2025-05-09T13:47:35","date_gmt":"2025-05-09T04:47:35","guid":{"rendered":"https:\/\/beeknowledge.co.jp\/?p=1011"},"modified":"2025-05-11T08:52:28","modified_gmt":"2025-05-10T23:52:28","slug":"%e3%83%88%e3%83%ac%e3%83%bc%e3%83%8b%e3%83%b3%e3%82%b0%e3%83%84%e3%83%bc%e3%83%ab-%e3%82%a4%e3%83%b3%e3%82%bf%e3%83%bc%e3%83%95%e3%82%a7%e3%83%bc%e3%82%b9%e7%b4%b9%e4%bb%8b","status":"publish","type":"post","link":"https:\/\/beeknowledge.co.jp\/?p=1011","title":{"rendered":"\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30c4\u30fc\u30eb \u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u7d39\u4ecb"},"content":{"rendered":"\n

<\/p>\n\n\n\n

\u30d6\u30e9\u30a6\u30b6\u4e0a\u3067\u30c7\u30fc\u30bf\u6e96\u5099\u304b\u3089\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u9032\u6357\u307e\u3067\u4e00\u6c17\u901a\u8cab\u3067\u3067\u304d\u308b\u88c5\u7f6e\u958b\u767a\u884c\u3063\u3066\u3044\u307e\u3059\u3002\u30a8\u30c3\u30b8\u7528\u306enano\u30e2\u30c7\u30eb\u304b\u3089CUDA\u5fc5\u9808\u306e\u30e2\u30c7\u30eb\u307e\u3067\u4f5c\u6210\u53ef\u80fd\u3067\u3059\u3002
<\/p>\n\n\n\n

\u958b\u767a\u4e2d\u753b\u9762\u30a4\u30e1\u30fc\u30b8<\/h2>\n\n\n\n
\"\"<\/figure>\n\n\n\n\n
\n

\u753b\u9762\u306e\u4e3b\u306a\u6a5f\u80fd<\/h2>\n
    \n
  • \u30c7\u30fc\u30bf\u5165\u529b\uff08\u30c9\u30e9\u30c3\u30b0\uff06\u30c9\u30ed\u30c3\u30d7\uff09<\/strong>
    ZIP\uff0f\u753b\u50cf\u30d5\u30a1\u30a4\u30eb\u3092\u30c9\u30ed\u30c3\u30d7\u3057\u3066\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3002\u81ea\u52d5\u3067\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u6e96\u5099\u304c\u59cb\u307e\u308a\u307e\u3059\u3002<\/li>\n
  • \u5b66\u7fd2\u6570\u8a2d\u5b9a<\/strong>
    100\uff5e3000 \u306e\u7bc4\u56f2\u3067\u30a8\u30dd\u30c3\u30af\u6570\u3092\u6307\u5b9a\u3057\u307e\u3059\u3002<\/li>\n
  • \u30e2\u30c7\u30eb\u30bf\u30a4\u30d7\u9078\u629e<\/strong>
    nano\uff0ftiny\uff0fmiddle \u306e\uff13\u30b5\u30a4\u30ba\u3092\u9078\u629e\u53ef\u80fd\u3002<\/li>\n
  • \u30c7\u30fc\u30bf\u62e1\u5f35<\/strong>
    MixUp \u3084 Mosaic \u306a\u3069\u306e\u5b66\u7fd2\u6642\u62e1\u5f35\u3092\u30aa\u30f3\uff0f\u30aa\u30d5\u5207\u66ff\u3002<\/li>\n
  • <\/span>\u6e96\u5099\u30dc\u30bf\u30f3<\/strong>
    \u9078\u629e\u30e2\u30c7\u30eb\u306e\u8a2d\u5b9a\u30d5\u30a1\u30a4\u30eb\u3092\u30b3\u30d4\u30fc\uff06\u7de8\u96c6\u3057\u3001\u5b66\u7fd2\u6e96\u5099\u3092\u5b9f\u884c\u3002<\/li>\n
  • <\/span>\u5b9f\u884c\u30dc\u30bf\u30f3<\/strong>
    \u30d0\u30c3\u30af\u30b0\u30e9\u30a6\u30f3\u30c9\u3067\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3092\u958b\u59cb\u3002<\/li>\n
  • <\/span>\u30ad\u30e3\u30f3\u30bb\u30eb\u30dc\u30bf\u30f3<\/strong>
    \u5b9f\u884c\u4e2d\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3092\u505c\u6b62\u3057\u3001\u4e00\u6642\u30d5\u30a1\u30a4\u30eb\u3092\u524a\u9664\u3002<\/li>\n <\/ul>\n<\/section>\n\n\n\n
    \n

    \u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u9032\u6357\u30b0\u30e9\u30d5<\/h2>\n

    \u4ee5\u4e0b\u306e\uff14\u3064\u306e\u6307\u6a19\u3092\u30a8\u30dd\u30c3\u30af\u3054\u3068\u306b\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\uff1a<\/p>\n

      \n
    • Total Loss<\/span>\uff1a\u5168\u4f53\u306e\u640d\u5931\u3002\u5b66\u7fd2\u304c\u9032\u3080\u307b\u3069\u4f4e\u4e0b\u3057\u307e\u3059\u3002<\/li>\n
    • IoU Loss<\/span>\uff1a\u691c\u51fa\u30dc\u30c3\u30af\u30b9\u306e\u91cd\u306a\u308a\u8aa4\u5dee\u3002<\/li>\n
    • Confidence Loss<\/span>\uff1a\u7269\u4f53\u6709\u7121\u4e88\u6e2c\u306e\u4fe1\u983c\u5ea6\u8aa4\u5dee\u3002<\/li>\n
    • Learning Rate<\/span>\uff1a\u5b66\u7fd2\u7387\u306e\u63a8\u79fb\uff08\u53f3\u8ef8\uff09\u3002\u30a6\u30a9\u30fc\u30e0\u30a2\u30c3\u30d7\u5f8c\u306b\u30b9\u30b1\u30b8\u30e5\u30fc\u30eb\u3067\u5909\u52d5\u3002<\/li>\n <\/ul>\n<\/section>\n\n\n