{"id":67,"date":"2025-04-23T22:34:03","date_gmt":"2025-04-23T13:34:03","guid":{"rendered":"https:\/\/www.kuruma-ai-life.top\/?p=67"},"modified":"2025-04-23T22:34:04","modified_gmt":"2025-04-23T13:34:04","slug":"ai%e3%81%a7%e8%bb%8a%e7%a8%ae%e3%83%bb%e4%be%a1%e6%a0%bc%e5%88%a4%e5%88%a5%e3%82%a2%e3%83%97%e3%83%aa%e3%80%8c%e3%82%af%e3%83%ab%e3%83%9e%e3%83%81%e3%82%a7%e3%83%83%e3%82%ab%e3%83%bc%e3%80%8d%e3%80%90","status":"publish","type":"post","link":"https:\/\/www.kuruma-ai-life.top\/?p=67","title":{"rendered":"AI\u3067\u8eca\u7a2e\u30fb\u4fa1\u683c\u5224\u5225\u30a2\u30d7\u30ea\u300c\u30af\u30eb\u30de\u30c1\u30a7\u30c3\u30ab\u30fc\u300d\u3010\u958b\u767a\u8a18\u9332\uff032\u3011"},"content":{"rendered":"\n

\u524d\u56de\u307e\u3067\u306e\u8a18\u9332\u306f\u3053\u3061\u3089<\/a>\u3092\u3054\u89a7\u304f\u3060\u3055\u3044\u3002\u4eca\u56de\u306f\u30a2\u30d7\u30ea\u958b\u767a\u306e\u5177\u4f53\u7684\u306a\u30ed\u30fc\u30c9\u30de\u30c3\u30d7\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002\u3042\u304f\u307e\u3067\u73fe\u5728\u306e\u6848\u306b\u306a\u308a\u307e\u3059\u306e\u3067\u3001\u4eca\u5f8c\u306e\u5c55\u958b\u3084\u307f\u306a\u3055\u307e\u306e\u30a2\u30c9\u30d0\u30a4\u3067\u5909\u66f4\u306f\u3082\u3061\u308d\u3093\u3042\u308a\u307e\u3059\u3002\u958b\u767a\u30a2\u30c9\u30d0\u30a4\u30b9\u306a\u3069\u3042\u308c\u3070\u305c\u3072\u305c\u3072\u30b3\u30e1\u30f3\u30c8\u304f\u3060\u3055\u3044\uff01<\/p>\n\n\n\n

\n\n\n\n

\ud83d\ude80 \u6700\u7d42\u76ee\u6a19<\/h2>\n\n\n\n
\n

\u30b9\u30de\u30db\u306e\u30ab\u30e1\u30e9\u3067\u8eca\u3092\u64ae\u5f71\u3059\u308b\u3068\u3001\u300c\u8eca\u7a2e\u540d\u300d\uff0b\u300c\u65b0\u8eca\u4fa1\u683c\u300d\uff0b\u300c\u4e2d\u53e4\u4fa1\u683c\u300d\u304c\u8868\u793a\u3055\u308c\u308b\u30a2\u30d7\u30ea<\/strong><\/p>\n<\/blockquote>\n\n\n\n

\"\"<\/figure>\n\n\n\n
\n\n\n\n

\u2705 \u958b\u767a\u30b9\u30c6\u30c3\u30d7\u4e00\u89a7\uff08\u30d5\u30a7\u30fc\u30ba\u3054\u3068\uff09<\/h2>\n\n\n\n
\n\n\n\n

\ud83d\udd39 STEP 1: \u8eca\u7a2e\u5224\u5225AI\u306e\u7cbe\u5ea6\u78ba\u4fdd<\/strong><\/h3>\n\n\n\n
    \n
  1. \u5fc5\u8981\u306a\u8eca\u7a2e\u30c7\u30fc\u30bf\u3092\u53ce\u96c6\uff08\u65e5\u672c\u8eca\u3092\u4e2d\u5fc3\u306b\uff09<\/li>\n\n\n\n
  2. \u753b\u50cf\u524d\u51e6\u7406\uff0b\u5206\u985e\u30e2\u30c7\u30eb\uff08ResNet\u30fbYOLO\u306a\u3069\uff09\u306e\u5b66\u7fd2\u30fb\u691c\u8a3c<\/li>\n\n\n\n
  3. \u7cbe\u5ea6\u8a55\u4fa1\u30fb\u8aa4\u5224\u5b9a\u30d1\u30bf\u30fc\u30f3\u306e\u5206\u6790<\/li>\n\n\n\n
  4. Grad-CAM\u7b49\u306b\u3088\u308b\u53ef\u8996\u5316\uff08\u4fe1\u983c\u6027\u5411\u4e0a\uff09<\/li>\n<\/ol>\n\n\n\n
    \n\n\n\n

    \ud83d\udd39 STEP 2: \u76f8\u5834\u4fa1\u683c\u30c7\u30fc\u30bf\u306e\u53d6\u5f97\u65b9\u6cd5\u78ba\u7acb<\/strong><\/h3>\n\n\n\n
      \n
    1. Web\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\u307e\u305f\u306fAPI\u3092\u4f7f\u3063\u3066\u300c\u65b0\u8eca\u4fa1\u683c\u30fb\u4e2d\u53e4\u8eca\u4fa1\u683c\u300d\u60c5\u5831\u3092\u53ce\u96c6\uff08\u4f8b\uff1a\u30ab\u30fc\u30bb\u30f3\u30b5\u30fc\u3001Goo-net\uff09<\/li>\n\n\n\n
    2. \u8eca\u7a2e\u540d\u304b\u3089\u4fa1\u683c\u60c5\u5831\u3092\u5f15\u3051\u308b\u4ed5\u7d44\u307f\u3092\u69cb\u7bc9<\/li>\n\n\n\n
    3. \u540c\u4e00\u8eca\u7a2e\u3067\u3082\u5e74\u5f0f\u5225\u30fb\u30b0\u30ec\u30fc\u30c9\u5225\u306b\u4fa1\u683c\u304c\u5909\u52d5\u3059\u308b\u305f\u3081\u3001\u30b7\u30f3\u30d7\u30eb\u306a\u4ee3\u8868\u4fa1\u683c\uff0b\u5e73\u5747\u4fa1\u683c\u3067\u8a2d\u8a08<\/li>\n<\/ol>\n\n\n\n
      \n\n\n\n

      \ud83d\udd39 STEP 3: \u30b9\u30de\u30db\u30ab\u30e1\u30e9\u9023\u643a\u306e\u6700\u5c0f\u30d7\u30ed\u30c8\u30bf\u30a4\u30d7\uff08PoC\uff09<\/strong><\/h3>\n\n\n\n
        \n
      1. \u30b9\u30de\u30db\u3067\u64ae\u5f71 \u2192 \u5199\u771f\u3092\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9 or API\u3067\u9001\u4fe1<\/li>\n\n\n\n
      2. Python\u30d0\u30c3\u30af\u30a8\u30f3\u30c9\u3067\u8eca\u7a2e\u63a8\u8ad6 + \u4fa1\u683c\u63a8\u5b9a<\/li>\n\n\n\n
      3. \u7d50\u679c\u3092\u30b9\u30de\u30db\u306b\u8fd4\u3059\uff08Web UI\u3067\u3082\u53ef\uff09<\/li>\n<\/ol>\n\n\n\n

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

        \n\n\n\n

        \ud83d\udd39 STEP 4: \u30b9\u30de\u30db\u30a2\u30d7\u30ea\u5316\uff08\u672c\u683c\u958b\u767a\uff09<\/strong><\/h3>\n\n\n\n
          \n
        1. \u30ab\u30e1\u30e9\u6a5f\u80fd\u4ed8\u304d\u30e2\u30d0\u30a4\u30eb\u30a2\u30d7\u30ea\u3092\u958b\u767a\uff08Flutter or React Native\uff09<\/li>\n\n\n\n
        2. \u64ae\u5f71 \u2192 \u63a8\u8ad6API\u3078\u9001\u4fe1 \u2192 \u7d50\u679c\u8868\u793a<\/li>\n\n\n\n
        3. UI\/UX\u8a2d\u8a08\uff08\u30b5\u30e0\u30cd\u753b\u50cf\u30fb\u4fa1\u683c\u8868\u793a\u30fb\u8cfc\u5165\u30dc\u30bf\u30f3\u98a8\u30c7\u30b6\u30a4\u30f3\uff09<\/li>\n\n\n\n
        4. \u30ed\u30b0\u30a4\u30f3\u3084\u5c65\u6b74\u4fdd\u5b58\u3001\u4f4d\u7f6e\u60c5\u5831\u9023\u643a\u306a\u3069\u3082\u691c\u8a0e<\/li>\n<\/ol>\n\n\n\n
          \n\n\n\n

          \ud83d\udd39 STEP 5: \u8ffd\u52a0\u6a5f\u80fd & \u30de\u30cd\u30bf\u30a4\u30ba<\/strong><\/h3>\n\n\n\n
            \n
          • \ud83d\udcc8 \u63a8\u5b9a\u4fa1\u683c\u306e\u5c65\u6b74\u30b0\u30e9\u30d5<\/li>\n\n\n\n
          • \ud83d\udee0 \u5e74\u5f0f\/\u8d70\u884c\u8ddd\u96e2\u3082\u63a8\u5b9a\uff08\u5916\u89b3\u60c5\u5831 or OCR\u8ffd\u52a0\uff09<\/li>\n\n\n\n
          • \ud83d\udcb0 \u5e83\u544a\u30e2\u30c7\u30eb or \u63d0\u643a\u30b5\u30fc\u30d3\u30b9\uff08\u4e2d\u53e4\u8eca\u8cb7\u53d6\u30fb\u8ca9\u58f2\uff09\u3078\u306e\u5c0e\u7dda<\/li>\n\n\n\n
          • \ud83d\udcca \u8eca\u306e\u4eba\u6c17\u5ea6\u3001\u30ec\u30d3\u30e5\u30fc\u3001\u71c3\u8cbb\u60c5\u5831\u306a\u3069\u3082\u62e1\u5f35<\/li>\n<\/ul>\n\n\n\n
            \n\n\n\n

            \ud83d\udd11 \u6280\u8853\u8981\u7d20\u307e\u3068\u3081<\/h2>\n\n\n\n
            \u8981\u7d20<\/th>\u6280\u8853<\/th><\/tr><\/thead>
            \u8eca\u7a2e\u8b58\u5225AI<\/td>PyTorch \/ YOLOv8 \/ ResNet<\/td><\/tr>
            \u4fa1\u683c\u53d6\u5f97<\/td>\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\uff08Selenium \/ BeautifulSoup\uff09 or API<\/td><\/tr>
            \u30b5\u30fc\u30d0\u30fcAPI<\/td>FastAPI \/ Flask<\/td><\/tr>
            \u30b9\u30de\u30db\u30a2\u30d7\u30ea<\/td>Flutter \/ React Native \/ Expo<\/td><\/tr>
            \u30c7\u30d7\u30ed\u30a4<\/td>Google Firebase \/ Vercel \/ AWS Lambda etc<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n
            \n\n\n\n

            \ud83d\udca1 \u307e\u305a\u3084\u308b\u3079\u304d\u30df\u30cb\u30b4\u30fc\u30eb\uff08MVP\u6848\uff09<\/h2>\n\n\n\n
            \n

            1\u679a\u306e\u8eca\u306e\u753b\u50cf\u3092\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9 \u2192 \u8eca\u7a2e\u540d\u3068\u4e2d\u53e4\u76f8\u5834\u304c\u8868\u793a\u3055\u308c\u308bWeb\u30a2\u30d7\u30ea<\/strong><\/p>\n<\/blockquote>\n\n\n\n

            \u3053\u308c\u304c\u5b8c\u6210\u3059\u308c\u3070\u3001\u30b9\u30de\u30db\u304b\u3089\u3082\u30d6\u30e9\u30a6\u30b6\u7d4c\u7531\u3067\u4f7f\u3048\u308b\u300c\u4f7f\u3048\u308b\u30d7\u30ed\u30c8\u30bf\u30a4\u30d7\u300d\u306b\u306a\u308a\u307e\u3059\uff01<\/p>\n\n\n\n

            \n\n\n\n

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

            <\/p>\n","protected":false},"excerpt":{"rendered":"

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