{"id":1708,"date":"2020-01-02T11:50:54","date_gmt":"2020-01-02T03:50:54","guid":{"rendered":"http:\/\/www.infowize.com.tw\/?page_id=1708"},"modified":"2021-07-15T15:42:28","modified_gmt":"2021-07-15T07:42:28","slug":"ai%e8%b3%87%e6%96%99%e9%9b%86%e5%b9%b3%e5%8f%b0","status":"publish","type":"page","link":"https:\/\/www.infowize.com.tw\/?page_id=1708","title":{"rendered":"AI\u8cc7\u6599\u96c6\u5e73\u53f0"},"content":{"rendered":"\n

A\uff09\u8ca9\u552e\u670d\u52d9\uff1a<\/h2>\n\n\n\n
  1. \u6a19\u8a18\u7684dataset\u51fa\u552e\u3002\u76ee\u524d\u5df1\u516c\u958b\u8ca9\u552e\u7684\u6a21\u578b\u6709\uff1aYOLO model for Forklift\u00a0detection\u3001Human\/head detection for sporting\u00a0peoples\u3001YOLO model for Facial items\u00a0detection\u3001YOLO model for Face Masks\u00a0detection\u3001YOLO model for Human body\/head\u00a0detection<\/li>
  2. DL\uff08\u6df1\u5ea6\u5b78\u7fd2\uff09\u6a21\u578b\u51fa\u552e\u3002<\/li>
  3. \u4ee3\u8a13\u7df4\u5404\u7a2e\u6df1\u5ea6\u5b78\u7fd2\u6a21\u578b\u3002\uff08\u7531\u5ba2\u6236\u63d0\u4f9bdataset\u6216\u4ee3\u5c0bdataset\uff09<\/li><\/ol>\n\n\n\n

    B\uff09\u670d\u52d9\u8aaa\u660e\uff1a<\/h2>\n\n\n\n

    1. \u6a19\u8a18\u7684dataset\u8ca9\u552e\u8aaa\u660e<\/h3>\n\n\n\n

    \u91dd\u5c0d\u6bcf\u500b\u5f85\u552e\u7684dataset\uff0c\u63d0\u4f9b\u4ee5\u4e0b\u7684\u8cc7\u8a0a\uff1a<\/p>\n\n\n\n

    • \u76f8\u7247\u7684\u5c3a\u5bf8\u53ca\u6a94\u6848\u5927\u5c0f<\/li>
    • \u62cd\u651d\u7684\u5834\u666f\u53ca\u5730\u9ede\u3002<\/li>
    • \u76f8\u7247\u7684\u5167\u5bb9\u8aaa\u660e\u3002<\/li>
    • min, max, avg \u7684\u6a19\u8a18\u6578\u76ee\u3002<\/li>
    • \u6a19\u8a18\u76f8\u7247\u7684\u9810\u89bd\u529f\u80fd\u3002<\/li>
    • dataset\u4e0b\u8f09\u50f9\u683c\u3002<\/li>
    • \u6a19\u8a18\u7684\u540d\u7a31\u5217\u8868\u3002<\/li>
    • \u5716\u7247\u6a19\u8a18\u7684\u898f\u683c\u3002<\/li>
    • \u8a72dataset\u53ef\u61c9\u7528\u7684\u5834\u5408\u53ca\u9818\u57df\u3002<\/li>
    • \u53ef\u5426\u4ee3\u70ba\u8a13\u7df4\u6210\u6a21\u578b\u3002\uff08\u52a0\u50f9\uff09<\/li>
    • \u53ef\u52a0\u5165\u5176\u5b83COCO\u3001VOC\u3001OpenImages\u2026\u7b49\u958b\u6e90\u8cc7\u6599\u5eab\u7684\u6a19\u8a18\uff08\u53d6\u51fa\u3001\u6574\u7406\u3001\u5408\u4f75\u53ca\u66f4\u540d\uff09\u3002<\/li><\/ul>\n\n\n\n

      2. DL\uff08\u6df1\u5ea6\u5b78\u7fd2\uff09\u6a21\u578b\u51fa\u552e\uff1a<\/h3>\n\n\n\n

      \u8ca9\u552e\u73fe\u6210\u53ef\u76f4\u63a5\u4f7f\u7528\u7684DL\u6a21\u578b\uff0c\u5982\u884c\u4eba\u3001\u8eca\u8f1b\u3001\u81c9\u5b54\u5075\u6e2c\u2026\u7b49\u7b49\u6a21\u578b\u3002<\/p>\n\n\n\n

      3.  \u4ee3\u8a13\u7df4\u5404\u7a2e\u6df1\u5ea6\u5b78\u7fd2\u6a21\u578b\uff1a<\/h3>\n\n\n\n

      \u7531\u5ba2\u6236\u63d0\u4f9bdataset\u6216\u4ee3\u70ba\u62cd\u651d\u53ca\u6a19\u8a18dataset\uff09<\/p>\n\n\n\n

      • \"\"
        \u300a \u96fb\u8166\u8996\u89baPOS\u7d50\u5e33\u5e73\u53f0 \u300b \u793a\u610f\u5716<\/figcaption><\/figure><\/li><\/ul><\/figure>\n","protected":false},"excerpt":{"rendered":"

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