{"id":15503,"date":"2026-10-15T09:08:23","date_gmt":"2026-10-15T00:08:23","guid":{"rendered":"https:\/\/debono.co.jp\/media\/ai-usecase\/property-photo-listing-check\/"},"modified":"2026-10-15T09:10:20","modified_gmt":"2026-10-15T00:10:20","slug":"property-photo-listing-check","status":"publish","type":"ai_usecase","link":"https:\/\/debono.co.jp\/media\/ai-usecase\/property-photo-listing-check\/","title":{"rendered":"\u8cc3\u8cb8\u306e\u52df\u96c6\u7528\u306e\u5ba4\u5185\u5199\u771f\u304b\u3089\u8a2d\u5099\u3092\u898b\u5206\u3051\u3066\u3001\u52df\u96c6\u56f3\u9762\u306e\u8a2d\u5099\u6b04\u3068\u306e\u98df\u3044\u9055\u3044\u3092\u63b2\u8f09\u524d\u306b\u62fe\u3046"},"content":{"rendered":"","protected":false},"excerpt":{"rendered":"<p>\u8cc3\u8cb8\u306e\u52df\u96c6\u7528\u306b\u64ae\u3063\u305f\u5ba4\u5185\u5199\u771f\u304b\u3089\u3001\u30a8\u30a2\u30b3\u30f3\u30fb\u72ec\u7acb\u6d17\u9762\u53f0\u30fb\u6d74\u5ba4\u4e7e\u71e5\u6a5f\u306a\u3069\u306e\u8a2d\u5099\u304c\u5199\u3063\u3066\u3044\u308b\u304b\u3092\u898b\u5206\u3051\u307e\u3059\u3002\u52df\u96c6\u56f3\u9762\u306e\u8a2d\u5099\u6b04\u3068\u7167\u3089\u3057\u3001\u56f3\u9762\u306b\u3042\u308b\u306e\u306b\u5199\u771f\u3067\u898b\u5f53\u305f\u3089\u306a\u3044\u8a2d\u5099\u3068\u3001\u5199\u771f\u306b\u3042\u308b\u306e\u306b\u56f3\u9762\u306b\u7121\u3044\u8a2d\u5099\u3092\u63b2\u8f09\u524d\u306b\u4e00\u89a7\u306b\u3057\u307e\u3059\u3002<\/p>\n","protected":false},"author":5,"featured_media":0,"template":"","meta":{"swell_btn_cv_data":"","usecase_id":"UC-1576","platform_main":"Gemini","publish_date":"","last_updated":"2026-10-15","tech_verified_date":"2026-10-14","trigger":"**\u6bce\u65e518\u6642\u306b\u3001\u7269\u4ef6\u306e\u72b6\u614b\u304c\u300c\u63b2\u8f09\u6e96\u5099\u300d\u306e\u7269\u4ef6\u3092\u307e\u3068\u3081\u3066\u51e6\u7406\u3057\u307e\u3059\u3002** \u62c5\u5f53\u8005\u306f\u65e5\u4e2d\u306b\u90e8\u5c4b\u3092\u56de\u3063\u3066\u5199\u771f\u3092\u64ae\u308a\u3001\u5915\u65b9\u307e\u3067\u306b\u30d5\u30a9\u30eb\u30c0\u306b\u5165\u308c\u3066\u72b6\u614b\u3092\u5909\u3048\u307e\u3059\u3002**\u7fcc\u671d\u306b\u306f\u78ba\u8a8d\u7528\u306e\u4e00\u89a7\u304c\u305d\u308d\u3063\u3066\u3044\u308b**\u5f62\u3067\u3059\u3002\n\n\u30d5\u30a9\u30eb\u30c0\u306b\u5199\u771f\u304c\u5165\u308b\u305f\u3073\u306b\u52d5\u304b\u3059\u5f62\u306b\u306f\u3057\u307e\u305b\u3093\u3002**1\u90e8\u5c4b\u306e\u5199\u771f\u306f\u6570\u56de\u306b\u5206\u3051\u3066\u5165\u308b\u3053\u3068\u304c\u591a\u304f\u3001\u9014\u4e2d\u3067\u52d5\u304b\u3059\u3068\u300c\u64ae\u5f71\u7bc4\u56f2\u5916\u300d\u304c\u5897\u3048\u307e\u3059\u3002** \u72b6\u614b\u3092\u300c\u63b2\u8f09\u6e96\u5099\u300d\u306b\u3059\u308b\u3053\u3068\u3092\u3001\u300c\u5199\u771f\u3092\u305d\u308d\u3048\u7d42\u3048\u305f\u300d\u3068\u3044\u3046\u5408\u56f3\u306b\u3057\u307e\u3059\u3002\n\n**\u51e6\u7406\u6e08\u307f\u306e\u7269\u4ef6\u306f\u3001\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u8a18\u9332\u306b\u7269\u4ef6\u756a\u53f7\u3068\u51e6\u7406\u65e5\u6642\u3092\u6b8b\u3057\u3001\u4e8c\u91cd\u306b\u51e6\u7406\u3057\u307e\u305b\u3093\u3002** \u5199\u771f\u3092\u64ae\u308a\u8db3\u3057\u305f\u3068\u304d\u306f\u3001\u62c5\u5f53\u8005\u304c\u72b6\u614b\u3092\u300c\u63b2\u8f09\u6e96\u5099\u300d\u306b\u623b\u3059\u3068\u3001\u6b21\u306e18\u6642\u306b\u64ae\u308a\u8db3\u3057\u305f\u5199\u771f\u3082\u542b\u3081\u3066\u51e6\u7406\u3057\u76f4\u3057\u307e\u3059\u3002","input_data":"| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u5ba4\u5185\u5199\u771f | 1\u90e8\u5c4b15\u301c25\u679a\u3002\u64ae\u3063\u305f\u5834\u6240\u306e\u30e9\u30d9\u30eb\uff08\u6d74\u5ba4\u30fb\u6d17\u9762\u6240\u30fb\u30c8\u30a4\u30ec\u30fb\u30ad\u30c3\u30c1\u30f3\u30fb\u6d0b\u5ba41 \u306a\u3069\uff09\u3092\u30d5\u30a1\u30a4\u30eb\u540d\u306b\u4ed8\u3051\u308b | \u7269\u4ef6\u3054\u3068\u306e\u30d5\u30a9\u30eb\u30c0 |\n| \u8a2d\u5099\u6b04 | \u8a2d\u5099\u3054\u3068\u306e\u300c\u3042\u308a\uff0f\u306a\u3057\u300d\u3001\u30a8\u30a2\u30b3\u30f3\u306e\u53f0\u6570\u3001\u30b3\u30f3\u30ed\u306e\u53e3\u6570\u3068\u7a2e\u985e | \u8cc3\u8cb8\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306e CSV |\n| \u7269\u4ef6\u306e\u57fa\u672c\u60c5\u5831 | \u9593\u53d6\u308a\u3001\u90e8\u5c4b\u306e\u6570\uff08\u30a8\u30a2\u30b3\u30f3\u306e\u53f0\u6570\u3092\u898b\u308b\u305f\u3081\uff09 | \u540c\u4e0a |\n| \u8a2d\u5099\u306e\u898b\u5206\u3051\u65b9\u306e\u4e00\u89a7 | \u8a2d\u5099\u3054\u3068\u306b\u3001\u3069\u306e\u5199\u771f\u306b\u5199\u308b\u304b\u3001\u4f55\u3092\u898b\u308c\u3070\u5206\u304b\u308b\u304b | \u30d7\u30ed\u30b0\u30e9\u30e0\u306b\u6301\u305f\u305b\u308b\u6587\u66f8 |\n\n**\u8cea\u3092\u6c7a\u3081\u308b\u306e\u306f\u3001\u3044\u3061\u3070\u3093\u4e0b\u306e\u898b\u5206\u3051\u65b9\u306e\u4e00\u89a7\u3067\u3059\u3002** \u300c\u6d74\u5ba4\u4e7e\u71e5\u6a5f\u300d\u306f\u3001\u6d74\u5ba4\u306e\u5929\u4e95\u306e\u63db\u6c17\u53e3\u3068\u4e00\u4f53\u306e\u6a5f\u5668\u304b\u3001\u6d74\u5ba4\u306e\u5916\u306e\u58c1\u306e\u64cd\u4f5c\u30d1\u30cd\u30eb\u3067\u5206\u304b\u308a\u307e\u3059\u3002\u300c\u8ffd\u3044\u711a\u304d\u300d\u306f\u3001\u6d74\u69fd\u306e\u5faa\u74b0\u53e3\u304b\u7d66\u6e6f\u306e\u64cd\u4f5c\u30d1\u30cd\u30eb\u3067\u5206\u304b\u308a\u307e\u3059\u3002**\u4f55\u3092\u898b\u308c\u3070\u5206\u304b\u308b\u304b\u3092\u66f8\u3044\u3066\u304a\u304b\u306a\u3044\u3068\u3001AI\u306f\u6d74\u69fd\u304c\u5199\u3063\u3066\u3044\u308b\u3060\u3051\u3067\u8ffd\u3044\u711a\u304d\u3092\u300c\u898b\u3048\u308b\u300d\u3068\u3057\u307e\u3059\u3002**\n\n| \u8a2d\u5099 | \u5199\u308b\u5199\u771f | \u898b\u308b\u3082\u306e | \u5199\u771f\u3067\u5224\u5b9a\u3057\u306a\u3044\u3082\u306e |\n|:--|:--|:--|:--|\n| \u30a8\u30a2\u30b3\u30f3 | \u5404\u90e8\u5c4b | \u58c1\u306e\u5ba4\u5185\u6a5f | \u52d5\u304f\u304b\u3069\u3046\u304b |\n| \u72ec\u7acb\u6d17\u9762\u53f0 | \u6d17\u9762\u6240 | \u6d74\u5ba4\u3068\u5206\u304b\u308c\u305f\u6d17\u9762\u5316\u7ca7\u53f0 | \u6d17\u9762\u53f0\u306e\u5e45 |\n| \u6d74\u5ba4\u4e7e\u71e5\u6a5f | \u6d74\u5ba4\u306e\u5929\u4e95\u3001\u6d74\u5ba4\u306e\u5916\u306e\u58c1 | \u5929\u4e95\u306e\u6a5f\u5668\u3001\u64cd\u4f5c\u30d1\u30cd\u30eb | \u6696\u623f\u306e\u6709\u7121 |\n| \u8ffd\u3044\u711a\u304d | \u6d74\u5ba4\u3001\u7d66\u6e6f\u306e\u64cd\u4f5c\u30d1\u30cd\u30eb | \u6d74\u69fd\u306e\u5faa\u74b0\u53e3\u3001\u64cd\u4f5c\u30d1\u30cd\u30eb\u306e\u8ffd\u3044\u711a\u304d\u306e\u30dc\u30bf\u30f3 | \u30ac\u30b9\u304b\u96fb\u6c17\u304b |\n| \u6e29\u6c34\u6d17\u6d44\u4fbf\u5ea7 | \u30c8\u30a4\u30ec | \u4fbf\u5ea7\u306e\u64cd\u4f5c\u90e8 | \uff0d |\n| \u30e2\u30cb\u30bf\u30fc\u4ed8\u304d\u30a4\u30f3\u30bf\u30fc\u30db\u30f3 | \u7384\u95a2\u4ed8\u8fd1\u306e\u5ba4\u5185 | \u753b\u9762\u306e\u4ed8\u3044\u305f\u5ba4\u5185\u6a5f | \u9332\u753b\u306e\u6709\u7121 |\n| \u5ba4\u5185\u6d17\u6fef\u6a5f\u7f6e\u5834 | \u6d17\u9762\u6240\u30fb\u5eca\u4e0b | \u9632\u6c34\u30d1\u30f3\u3068\u7d66\u6c34\u6813 | \uff0d |\n| \u30b3\u30f3\u30ed | \u30ad\u30c3\u30c1\u30f3 | \u53e3\u306e\u6570\u3001\u30ac\u30b9\u304b IH \u304b | \u90fd\u5e02\u30ac\u30b9\u304b\u30d7\u30ed\u30d1\u30f3\u304b |\n| \u30d0\u30b9\u30fb\u30c8\u30a4\u30ec\u5225 | \u6d74\u5ba4\u30fb\u30c8\u30a4\u30ec | \u6d74\u5ba4\u3068\u4fbf\u5668\u304c\u5225\u306e\u7a7a\u9593\u304b | \uff0d |\n\n**\u53f3\u7aef\u306e\u5217\u306f\u3001\u5199\u771f\u3067\u5224\u5b9a\u3055\u305b\u306a\u3044\u3053\u3068\u306e\u4e00\u89a7\u3067\u3059\u3002** \u30ac\u30b9\u306e\u7a2e\u985e\u3084\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u306e\u8a2d\u5099\u306f\u3001\u5199\u771f\u3067\u306f\u5206\u304b\u308a\u307e\u305b\u3093\u3002**\u5199\u771f\u3067\u5206\u304b\u3089\u306a\u3044\u8a2d\u5099\u306f\u3001\u7167\u5408\u306e\u5bfe\u8c61\u304b\u3089\u5916\u3057\u307e\u3059\u3002**","data_source":"**\u8a2d\u5099\u6b04\u306f\u3001\u8cc3\u8cb8\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u304b\u3089 CSV \u3067\u66f8\u304d\u51fa\u3057\u307e\u3059\u3002** \u300c\u63b2\u8f09\u6e96\u5099\u300d\u306e\u7269\u4ef6\u306b\u7d5e\u3063\u3066\u66f8\u304d\u51fa\u3057\u3001\u7269\u4ef6\u756a\u53f7\u30fb\u90e8\u5c4b\u756a\u53f7\u30fb\u8a2d\u5099\u3054\u3068\u306e\u5217\u3092\u6301\u305f\u305b\u307e\u3059\u3002CSV \u306e\u66f8\u304d\u51fa\u3057\u3092\u81ea\u52d5\u306b\u3067\u304d\u306a\u3044\u5834\u5408\u306f\u3001**\u62c5\u5f53\u8005\u306e1\u4eba\u304c\u6bce\u65e517\u6642\u306b\u66f8\u304d\u51fa\u3057\u3066\u6c7a\u307e\u3063\u305f\u5834\u6240\u306b\u7f6e\u304f**\u904b\u7528\u306b\u3057\u307e\u3059\u3002\n\n**\u5199\u771f\u306f\u3001\u7269\u4ef6\u3054\u3068\u306e\u30d5\u30a9\u30eb\u30c0\u304b\u3089\u8aad\u307f\u307e\u3059\u3002** \u30d5\u30a1\u30a4\u30eb\u540d\u306e\u5148\u982d\u306b\u3001\u64ae\u3063\u305f\u5834\u6240\u306e\u30e9\u30d9\u30eb\u3092\u4ed8\u3051\u3066\u304a\u304d\u307e\u3059\uff08`\u6d74\u5ba4_01.jpg`\u3001`\u6d17\u9762\u6240_01.jpg`\uff09\u3002**\u30e9\u30d9\u30eb\u306f\u3001AI\u306b\u300c\u3069\u306e\u5199\u771f\u304c\u6d74\u5ba4\u304b\u300d\u3092\u63a8\u6e2c\u3055\u305b\u306a\u3044\u305f\u3081\u306b\u4ed8\u3051\u307e\u3059\u3002** \u30e9\u30d9\u30eb\u304c\u7121\u3044\u5199\u771f\u306f\u300c\u305d\u306e\u4ed6\u300d\u3068\u3057\u3066\u6e21\u3057\u307e\u3059\u3002\n\n**Gemini API \u3078\u306f\u30011\u7269\u4ef6\u3054\u3068\u306b1\u56de\u306e\u30ea\u30af\u30a8\u30b9\u30c8\u3067\u5199\u771f\u3092\u307e\u3068\u3081\u3066\u6e21\u3057\u307e\u3059\u3002** \u5199\u771f\u306b\u306f\u756a\u53f7\u3092\u632f\u308a\u3001\u6307\u793a\u306e\u4e2d\u3067\u300c\u5199\u771f3\u306f\u6d74\u5ba4\u300d\u306e\u3088\u3046\u306b\u30e9\u30d9\u30eb\u3068\u756a\u53f7\u3092\u5bfe\u5fdc\u3055\u305b\u307e\u3059\u3002\u30ea\u30af\u30a8\u30b9\u30c8\u5168\u4f53\u304c20MB\u3092\u8d85\u3048\u305d\u3046\u306a\u3068\u304d\u306f\u3001\u5199\u771f\u3092\u7e2e\u5c0f\u3059\u308b\u304b\u3001Files API \u3067\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3057\u3066\u304b\u3089\u53c2\u7167\u3059\u308b\u5f62\u306b\u3057\u307e\u3059\u3002\n\n**\u6709\u6599\u306e\u5229\u7528\u67a0\u3067\u4f7f\u3044\u307e\u3059\u3002** Gemini API \u306e\u898f\u7d04\u3067\u306f\u3001**\u6709\u6599\u306e\u30b5\u30fc\u30d3\u30b9\u3067\u306f\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u3068\u5fdc\u7b54\u304c\u88fd\u54c1\u306e\u6539\u5584\u306b\u4f7f\u308f\u308c\u306a\u3044**\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u7121\u6599\u306e\u67a0\u3067\u306f\u6271\u3044\u304c\u9055\u3046\u306e\u3067\u3001\u696d\u52d9\u306e\u5199\u771f\u3092\u9001\u308b\u306e\u306f\u6709\u6599\u306e\u67a0\u3060\u3051\u306b\u3057\u307e\u3059\u3002","preprocessing":"1. **\u5f62\u5f0f\u306e\u78ba\u8a8d** \u2026 PNG\u3001JPEG\u3001WEBP\u3001HEIC\u3001HEIF \u306e\u3069\u308c\u304b\u3067\u3042\u308b\u3053\u3068\u3092\u78ba\u304b\u3081\u307e\u3059\u3002\u305d\u308c\u4ee5\u5916\u306f JPEG \u306b\u5909\u63db\u3057\u307e\u3059\n2. **\u7e2e\u5c0f** \u2026 \u9577\u3044\u8fba\u30921,600\u30d4\u30af\u30bb\u30eb\u7a0b\u5ea6\u306b\u7e2e\u3081\u307e\u3059\u3002**1\u7269\u4ef620\u679a\u3092\u307e\u3068\u3081\u3066\u6e21\u3059\u305f\u3081\u3001\u30ea\u30af\u30a8\u30b9\u30c8\u5168\u4f53\u306e20MB\u306b\u53ce\u3081\u307e\u3059**\n3. **\u5411\u304d\u306e\u88dc\u6b63** \u2026 \u30b9\u30de\u30fc\u30c8\u30d5\u30a9\u30f3\u306e\u5199\u771f\u306f\u3001\u753b\u50cf\u306e\u5411\u304d\u306e\u60c5\u5831\u3067\u56de\u8ee2\u3057\u3066\u3044\u308b\u3060\u3051\u306e\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002**\u5b9f\u969b\u306e\u753b\u7d20\u3092\u56de\u8ee2\u3055\u305b\u3066\u304b\u3089\u6e21\u3057\u307e\u3059\u3002** \u56de\u8ee2\u3057\u3066\u3044\u306a\u3044\u5199\u771f\u306b\u8fd4\u3063\u305f\u5ea7\u6a19\u306f\u3001\u67a0\u306e\u4f4d\u7f6e\u304c\u305a\u308c\u307e\u3059\n4. **\u9664\u304f\u5199\u771f\u306e\u5370** \u2026 \u7a93\u306e\u5916\u306e\u96a3\u5bb6\u3001\u8868\u672d\u3001\u4eba\u304c\u5199\u3063\u3066\u3044\u308b\u5199\u771f\u306f\u3001\u62c5\u5f53\u8005\u304c\u63b2\u8f09\u306b\u4f7f\u308f\u306a\u3044\u3082\u306e\u3068\u3057\u3066\u5370\u3092\u4ed8\u3051\u307e\u3059\u3002**\u5370\u306e\u4ed8\u3044\u305f\u5199\u771f\u306f\u6e21\u3057\u307e\u305b\u3093**\n5. **\u64ae\u308b\u5834\u6240\u306e\u4e00\u89a7\u3068\u306e\u7167\u5408** \u2026 \u30e9\u30d9\u30eb\u3092\u898b\u3066\u3001\u6d74\u5ba4\u306e\u5929\u4e95\u30fb\u6d17\u9762\u6240\u30fb\u30c8\u30a4\u30ec\u30fb\u30ad\u30c3\u30c1\u30f3\u30fb\u30a4\u30f3\u30bf\u30fc\u30db\u30f3\u306e\u5199\u771f\u304c\u305d\u308d\u3063\u3066\u3044\u308b\u304b\u3092\u5148\u306b\u78ba\u304b\u3081\u307e\u3059\u3002**\u305d\u308d\u3063\u3066\u3044\u306a\u3044\u5834\u6240\u306e\u8a2d\u5099\u306f\u3001AI\u306b\u6e21\u3059\u524d\u306b\u300c\u64ae\u5f71\u7bc4\u56f2\u5916\u300d\u3068\u6c7a\u3081\u307e\u3059**\n6. **\u8a2d\u5099\u6b04\u306e\u6574\u3048** \u2026 CSV \u306e\u300c\u3042\u308a\uff0f\u306a\u3057\u300d\u3092\u3001\u7167\u5408\u3059\u308b\u8a2d\u5099\u306e\u4e00\u89a7\u306e\u540d\u524d\u306b\u305d\u308d\u3048\u307e\u3059\u3002\u30b7\u30b9\u30c6\u30e0\u306e\u9805\u76ee\u540d\u3068\u898b\u5206\u3051\u65b9\u306e\u4e00\u89a7\u306e\u540d\u524d\u304c\u9055\u3046\u5834\u5408\u306f\u3001\u5bfe\u5fdc\u8868\u3067\u5909\u63db\u3057\u307e\u3059\n\n**5\u756a\u76ee\u3092\u5148\u306b\u884c\u3046\u306e\u306f\u3001AI\u306b\u300c\u7121\u3044\u5199\u771f\u300d\u3092\u63a2\u3055\u305b\u306a\u3044\u305f\u3081\u3067\u3059\u3002** \u6d74\u5ba4\u306e\u5929\u4e95\u306e\u5199\u771f\u304c1\u679a\u3082\u7121\u3051\u308c\u3070\u3001\u6d74\u5ba4\u4e7e\u71e5\u6a5f\u306f\u5224\u5b9a\u306e\u3057\u3088\u3046\u304c\u3042\u308a\u307e\u305b\u3093\u3002**\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u5148\u306b\u300c\u64ae\u5f71\u7bc4\u56f2\u5916\u300d\u3068\u6c7a\u3081\u3001AI\u306b\u306f\u5224\u5b9a\u3067\u304d\u308b\u8a2d\u5099\u3060\u3051\u3092\u805e\u304d\u307e\u3059\u3002**","ai_processing":"**\u3055\u305b\u308b\u306e\u306f\u3001\u7167\u5408\u3059\u308b\u8a2d\u5099\u3054\u3068\u306b\u3001\u5199\u771f\u3067\u898b\u3048\u308b\u72b6\u614b\u30924\u3064\u306e\u3069\u308c\u304b\u3067\u8fd4\u3057\u3001\u6839\u62e0\u306e\u5199\u771f\u3068\u4f4d\u7f6e\u3092\u6dfb\u3048\u308b\u3053\u3068\u3060\u3051\u3067\u3059\u3002**\n\n| \u72b6\u614b | \u610f\u5473 | \u8fd4\u3059\u3082\u306e |\n|:--|:--|:--|\n| `visible` | \u305d\u306e\u8a2d\u5099\u304c\u5199\u771f\u3067\u898b\u3048\u308b | \u5199\u771f\u756a\u53f7\u3001\u67a0\u306e\u5ea7\u6a19\u3001\u898b\u3048\u305f\u3082\u306e\uff08\u300c\u5929\u4e95\u306e\u63db\u6c17\u4e7e\u71e5\u6a5f\u300d\u306a\u3069\uff09 |\n| `not_seen` | \u305d\u306e\u8a2d\u5099\u304c\u5199\u308b\u306f\u305a\u306e\u5834\u6240\u304c\u5199\u3063\u3066\u3044\u308b\u306e\u306b\u3001\u898b\u5f53\u305f\u3089\u306a\u3044 | \u898b\u305f\u5199\u771f\u756a\u53f7\u3068\u3001\u5199\u3063\u3066\u3044\u305f\u3082\u306e |\n| `out_of_frame` | \u305d\u306e\u8a2d\u5099\u304c\u5199\u308b\u306f\u305a\u306e\u5834\u6240\u304c\u5199\u3063\u3066\u3044\u306a\u3044 | \u8db3\u308a\u306a\u3044\u5834\u6240 |\n| `uncertain` | \u5199\u3063\u3066\u306f\u3044\u308b\u304c\u3001\u6697\u3044\u30fb\u9060\u3044\u30fb\u3076\u308c\u3066\u3044\u3066\u5224\u65ad\u3067\u304d\u306a\u3044 | \u5199\u771f\u756a\u53f7\u3068\u7406\u7531 |\n\n**`not_seen` \u3068 `out_of_frame` \u306e\u533a\u5225\u304c\u3001\u7b2c1\u7ae0\u306e\u300c\u5199\u3063\u3066\u3044\u306a\u3044\u300d\u3068\u300c\u7121\u3044\u300d\u3092\u5206\u3051\u308b\u3053\u3068\u305d\u306e\u3082\u306e\u3067\u3059\u3002** \u6d74\u5ba4\u306e\u5929\u4e95\u304c\u5199\u3063\u3066\u3044\u3066\u4e7e\u71e5\u6a5f\u304c\u7121\u3051\u308c\u3070 `not_seen`\u3001\u6d74\u5ba4\u306e\u5929\u4e95\u304c\u5199\u3063\u3066\u3044\u306a\u3051\u308c\u3070 `out_of_frame` \u3067\u3059\u3002**\u8a2d\u5099\u6b04\u3068\u7167\u3089\u3057\u3066\u62c5\u5f53\u8005\u306b\u5f37\u304f\u77e5\u3089\u305b\u308b\u306e\u306f `not_seen` \u3060\u3051\u3067\u3059\u3002**\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u8a2d\u5099\u6b04\u306e\u300c\u3042\u308a\uff0f\u306a\u3057\u300d\u306e\u6c7a\u5b9a | \u5199\u3063\u3066\u3044\u306a\u3044\u3060\u3051\u306e\u3053\u3068\u304c\u3042\u308b\u3002\u6c7a\u3081\u308b\u306e\u306f\u62c5\u5f53\u8005 |\n| \u8a2d\u5099\u304c\u4f7f\u3048\u308b\u304b\u306e\u5224\u65ad | \u5199\u771f\u3067\u306f\u5206\u304b\u3089\u306a\u3044\u3002\u73fe\u5730\u306e\u78ba\u8a8d\u3067\u884c\u3046 |\n| \u30a8\u30a2\u30b3\u30f3\u306e\u53f0\u6570\u306e\u5408\u8a08 | \u540c\u3058\u30a8\u30a2\u30b3\u30f3\u304c2\u679a\u306b\u5199\u308b\u3053\u3068\u304c\u3042\u308b\u3002\u53f0\u6570\u306f\u90e8\u5c4b\u3054\u3068\u306e\u6709\u7121\u304b\u3089\u4eba\u304c\u6570\u3048\u308b |\n| \u30ac\u30b9\u306e\u7a2e\u985e\u3001\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u306e\u8a2d\u5099\u306e\u5224\u5b9a | \u5199\u771f\u3067\u5206\u304b\u3089\u306a\u3044\u3002\u7167\u5408\u306e\u5bfe\u8c61\u304b\u3089\u5916\u3059 |\n| \u5e83\u544a\u3068\u3057\u3066\u8f09\u305b\u3066\u3088\u3044\u304b\u306e\u5224\u65ad | \u8868\u793a\u306e\u30eb\u30fc\u30eb\u306e\u5224\u65ad\u306f\u4eba\u304c\u884c\u3046 |\n| \u5199\u771f\u304c\u53d6\u5f15\u3059\u308b\u90e8\u5c4b\u306e\u3082\u306e\u304b\u306e\u5224\u65ad | \u5199\u771f\u306e\u64ae\u5f71\u306e\u8a18\u9332\u3067\u78ba\u304b\u3081\u308b |\n\n**3\u884c\u76ee\u304c\u3044\u3061\u3070\u3093\u8d77\u304d\u3084\u3059\u3044\u5931\u6557\u3067\u3059\u3002** \u6d0b\u5ba4\u306e\u5199\u771f\u3068\u3001\u6d0b\u5ba4\u304b\u3089\u30ea\u30d3\u30f3\u30b0\u3092\u898b\u305f\u5199\u771f\u306b\u540c\u3058\u30a8\u30a2\u30b3\u30f3\u304c\u5199\u308b\u3068\u3001AI\u306f\u300c2\u53f0\u300d\u3068\u6570\u3048\u307e\u3059\u3002**\u53f0\u6570\u306f\u5408\u8a08\u3055\u305b\u305a\u3001\u5199\u771f\u3054\u3068\u306b\u300c\u3069\u306e\u90e8\u5c4b\u306e\u5199\u771f\u306b\u30a8\u30a2\u30b3\u30f3\u304c\u5199\u3063\u3066\u3044\u308b\u304b\u300d\u3092\u8fd4\u3055\u305b\u3001\u62c5\u5f53\u8005\u304c\u90e8\u5c4b\u306e\u6570\u3068\u7167\u3089\u3057\u307e\u3059\u3002**","prompt_example":"```\n\u3042\u306a\u305f\u306f\u8cc3\u8cb8\u306e\u52df\u96c6\u306e\u62c5\u5f53\u8005\u3092\u624b\u4f1d\u3044\u3001\u5ba4\u5185\u5199\u771f\u306b\u8a2d\u5099\u304c\u5199\u3063\u3066\u3044\u308b\u304b\u3092\u78ba\u304b\u3081\u308b\u4fc2\u3067\u3059\u3002\n\u5199\u771f\u306b\u5199\u3063\u3066\u3044\u308b\u3082\u306e\u3060\u3051\u3092\u6839\u62e0\u306b\u7b54\u3048\u3066\u304f\u3060\u3055\u3044\u3002\u63a8\u6e2c\u3067\u7b54\u3048\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u5199\u771f\u3011\n\u5199\u771f\u3054\u3068\u306b\u756a\u53f7\u3068\u64ae\u3063\u305f\u5834\u6240\u306e\u30e9\u30d9\u30eb\u304c\u3042\u308a\u307e\u3059\u3002\n\u4f8b\uff1a\u5199\u771f1=\u7384\u95a2\u3001\u5199\u771f2=\u6d0b\u5ba41\u3001\u5199\u771f3=\u6d74\u5ba4\u3001\u5199\u771f4=\u6d74\u5ba4\u306e\u5929\u4e95\u3001\u5199\u771f5=\u6d17\u9762\u6240 \u2026\n\n\u3010\u78ba\u304b\u3081\u308b\u8a2d\u5099\u3068\u898b\u5206\u3051\u65b9\u3011\n{\u8a2d\u5099\u306e\u4e00\u89a7\u3068\u3001\u8a2d\u5099\u3054\u3068\u306e\u300c\u5199\u308b\u5199\u771f\u300d\u300c\u898b\u308b\u3082\u306e\u300d}\n\n\u3010\u72b6\u614b\u306e\u9078\u3073\u65b9\u3011\n- visible ...... \u305d\u306e\u8a2d\u5099\u304c\u898b\u3048\u308b\n- not_seen ..... \u305d\u306e\u8a2d\u5099\u304c\u5199\u308b\u306f\u305a\u306e\u5834\u6240\u304c\u5199\u3063\u3066\u3044\u308b\u306e\u306b\u3001\u898b\u5f53\u305f\u3089\u306a\u3044\n- out_of_frame . \u305d\u306e\u8a2d\u5099\u304c\u5199\u308b\u306f\u305a\u306e\u5834\u6240\u304c\u3001\u3069\u306e\u5199\u771f\u306b\u3082\u5199\u3063\u3066\u3044\u306a\u3044\n- uncertain .... \u5199\u3063\u3066\u306f\u3044\u308b\u304c\u3001\u6697\u3044\u30fb\u9060\u3044\u30fb\u3076\u308c\u3066\u3044\u3066\u5224\u65ad\u3067\u304d\u306a\u3044\n\u8ff7\u3063\u305f\u3068\u304d\u306b visible \u3092\u9078\u3070\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u300c\u898b\u308b\u3082\u306e\u300d\u304c\u5199\u3063\u3066\u3044\u306a\u3044\u306e\u306b\u3001\u4ed6\u306e\u3082\u306e\u304b\u3089\u8a2d\u5099\u304c\u3042\u308b\u3068\u63a8\u6e2c\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u6d74\u69fd\u304c\u5199\u3063\u3066\u3044\u308b\u3060\u3051\u3067\u3001\u8ffd\u3044\u711a\u304d\u3092 visible \u306b\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u5199\u308b\u306f\u305a\u306e\u5834\u6240\u304c\u5199\u3063\u3066\u3044\u306a\u3051\u308c\u3070 out_of_frame \u3067\u3059\u3002not_seen \u306b\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u30a8\u30a2\u30b3\u30f3\u306f\u3001\u5199\u771f\u3054\u3068\u306b\u5199\u3063\u3066\u3044\u308b\u304b\u3060\u3051\u3092\u7b54\u3048\u3066\u304f\u3060\u3055\u3044\u3002\u53f0\u6570\u3092\u5408\u8a08\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- visible \u306e\u3068\u304d\u306f\u3001\u6839\u62e0\u306e\u5199\u771f\u756a\u53f7\u3068\u3001\u305d\u306e\u5199\u771f\u306e\u4e2d\u306e\u67a0\u3092\n  [ymin, xmin, ymax, xmax] \u306e\u9806\u3067 0\u301c1000 \u306b\u6b63\u898f\u5316\u3057\u3066\u8fd4\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u8a2d\u5099\u304c\u4f7f\u3048\u308b\u304b\u3001\u65b0\u3057\u3044\u304b\u3001\u304d\u308c\u3044\u304b\u306f\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u4eba\u30fb\u8868\u672d\u30fb\u90f5\u4fbf\u7269\u306a\u3069\u3001\u8a2d\u5099\u3067\u306a\u3044\u3082\u306e\u306b\u3064\u3044\u3066\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u78ba\u304b\u3081\u308b\u8a2d\u5099\u306e\u4e00\u89a7\u306b\u7121\u3044\u8a2d\u5099\u304c\u5199\u3063\u3066\u3044\u3066\u3082\u3001\u3053\u3053\u3067\u306f\u7b54\u3048\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u305f\u3060\u3057\u3001extra_findings \u306b\u540d\u524d\u3068\u5199\u771f\u756a\u53f7\u3060\u3051\u3092\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n```\n\n**\u300c\u6d74\u69fd\u304c\u5199\u3063\u3066\u3044\u308b\u3060\u3051\u3067\u3001\u8ffd\u3044\u711a\u304d\u3092 visible \u306b\u3057\u306a\u3044\u300d\u3068\u5177\u4f53\u7684\u306b\u66f8\u304f\u306e\u306f\u3001AI\u304c\u300c\u6d74\u5ba4\u304c\u3042\u308c\u3070\u666e\u901a\u306f\u4ed8\u3044\u3066\u3044\u308b\u300d\u3068\u3044\u3046\u77e5\u8b58\u3067\u57cb\u3081\u308b\u304b\u3089\u3067\u3059\u3002** \u62bd\u8c61\u7684\u306b\u300c\u63a8\u6e2c\u3057\u306a\u3044\u300d\u3068\u66f8\u304f\u3060\u3051\u3067\u306f\u6b62\u307e\u308a\u307e\u305b\u3093\u3002**\u8a2d\u5099\u3054\u3068\u306b\u3001\u4f55\u304c\u898b\u3048\u305f\u3089 visible \u304b\u3092\u898b\u5206\u3051\u65b9\u306e\u4e00\u89a7\u3067\u6e21\u3057\u3001\u305d\u306e\u5916\u306e\u63a8\u6e2c\u3092\u7981\u3058\u307e\u3059\u3002**\n\n**`extra_findings` \u3092\u7f6e\u304f\u306e\u306f\u3001\u7b2c3\u7ae0\u306e\uff08c\uff09\u3092\u62fe\u3046\u305f\u3081\u3067\u3059\u3002** \u8a2d\u5099\u6b04\u306b\u7121\u3044\u6e29\u6c34\u6d17\u6d44\u4fbf\u5ea7\u304c\u5199\u3063\u3066\u3044\u308c\u3070\u3001\u540d\u524d\u3068\u5199\u771f\u756a\u53f7\u3060\u3051\u304c\u8fd4\u308a\u307e\u3059\u3002**\u7167\u5408\u306e\u4e00\u89a7\u306b\u5165\u308c\u305a\u5225\u306b\u51fa\u3055\u305b\u308b\u306e\u306f\u3001\u78ba\u304b\u3081\u308b\u8a2d\u5099\u306e\u5224\u5b9a\u304c\u3001\u4e00\u89a7\u306b\u7121\u3044\u8a2d\u5099\u306b\u5f15\u3063\u5f35\u3089\u308c\u306a\u3044\u3088\u3046\u306b\u3059\u308b\u305f\u3081\u3067\u3059\u3002**","output_data":"**\u6b21\u306e\u5f62\u306e JSON \u3067\u53d7\u3051\u53d6\u308a\u307e\u3059\u3002** `status` \u306f `enum` \u30674\u3064\u306b\u7d5e\u308a\u307e\u3059\u3002\n\n```json\n{\n  \"property_id\": \"\",\n  \"equipment\": [\n    {\n      \"name\": \"\u6d74\u5ba4\u4e7e\u71e5\u6a5f\",\n      \"status\": \"visible | not_seen | out_of_frame | uncertain\",\n      \"photos\": [\n        { \"photo_no\": 4, \"box_2d\": [120, 380, 260, 640], \"seen\": \"\u5929\u4e95\u306e\u63db\u6c17\u4e7e\u71e5\u6a5f\u306e\u672c\u4f53\" }\n      ],\n      \"note\": \"\"\n    }\n  ],\n  \"aircon_by_photo\": [\n    { \"photo_no\": 2, \"room_label\": \"\u6d0b\u5ba41\", \"visible\": true }\n  ],\n  \"extra_findings\": [\n    { \"name\": \"\u6e29\u6c34\u6d17\u6d44\u4fbf\u5ea7\", \"photo_no\": 7 }\n  ]\n}\n```\n\n**\u7167\u5408\u306f\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u884c\u3044\u307e\u3059\u3002** AI\u306e `status` \u3068\u8a2d\u5099\u6b04\u306e\u300c\u3042\u308a\uff0f\u306a\u3057\u300d\u3092\u4e26\u3079\u3001\u6b21\u306e\u898f\u5247\u30674\u3064\u306b\u5206\u3051\u307e\u3059\u3002\n\n| \u8a2d\u5099\u6b04 | AI\u306e\u72b6\u614b | \u7167\u5408\u306e\u7d50\u679c | \u62c5\u5f53\u8005\u304c\u3059\u308b\u3053\u3068 |\n|:--|:--|:--|:--|\n| \u3042\u308a | `visible` | \u98df\u3044\u9055\u3044\u306a\u3057 | \u6d41\u3057\u898b |\n| \u3042\u308a | `not_seen` | **\u56f3\u9762\u306b\u3042\u308b\u304c\u898b\u5f53\u305f\u3089\u306a\u3044** | \u5199\u771f\u3067\u78ba\u304b\u3081\u3001\u7ba1\u7406\u62c5\u5f53\u306b\u805e\u304f\u304b\u73fe\u5730\u3067\u898b\u308b |\n| \u3042\u308a | `out_of_frame` | \u64ae\u5f71\u7bc4\u56f2\u5916 | \u64ae\u308a\u8db3\u3059\u304b\u3001\u524d\u56de\u304b\u3089\u306e\u5909\u66f4\u304c\u7121\u3044\u3053\u3068\u3092\u7ba1\u7406\u62c5\u5f53\u306b\u78ba\u304b\u3081\u308b |\n| \u306a\u3057 | `visible` | **\u5199\u771f\u306b\u3042\u308b\u304c\u56f3\u9762\u306b\u7121\u3044** | \u5199\u771f\u3067\u78ba\u304b\u3081\u3001\u8a2d\u5099\u6b04\u306b\u8db3\u3059 |\n| \u3069\u3061\u3089\u3067\u3082 | `uncertain` | \u5224\u65ad\u3067\u304d\u306a\u3044 | \u5199\u771f\u3067\u78ba\u304b\u3081\u308b |\n\n**1\u3064\u76ee\u306e\u7406\u7531\u306f\u3001\u7167\u5408\u306e\u898f\u5247\u3092AI\u306e\u5916\u306b\u7f6e\u3051\u308b\u3053\u3068\u3067\u3059\u3002** \u8a2d\u5099\u6b04\u306e\u9805\u76ee\u304c\u5897\u3048\u3066\u3082\u3001\u7167\u5408\u306e\u898f\u5247\u306f\u8868\u306e\u307e\u307e\u5909\u308f\u308a\u307e\u305b\u3093\u3002**AI\u306b\u306f\u5199\u771f\u306e\u3053\u3068\u3060\u3051\u3092\u805e\u304d\u3001\u8a2d\u5099\u6b04\u306e\u3053\u3068\u306f\u805e\u304d\u307e\u305b\u3093\u3002**\n\n**2\u3064\u76ee\u306f\u3001`box_2d` \u3067\u78ba\u304b\u3081\u304c\u901f\u304f\u306a\u308b\u3053\u3068\u3067\u3059\u3002** \u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u5ea7\u6a19\u3092\u5143\u306e\u753b\u50cf\u306e\u5927\u304d\u3055\u306b\u623b\u3057\u3066\u67a0\u3092\u63cf\u304f\u306e\u3067\u3001\u62c5\u5f53\u8005\u306f**\u67a0\u306e\u4e2d\u3092\u898b\u308b\u3060\u3051**\u3067\u3001AI\u304c\u4f55\u3092\u898b\u3066\u300c\u898b\u3048\u308b\u300d\u3068\u3057\u305f\u304b\u304c\u5206\u304b\u308a\u307e\u3059\u3002\n\n**3\u3064\u76ee\u306f\u3001\u30a8\u30a2\u30b3\u30f3\u306e\u53f0\u6570\u3092\u4eba\u304c\u6570\u3048\u3089\u308c\u308b\u3053\u3068\u3067\u3059\u3002** `aircon_by_photo` \u3092\u90e8\u5c4b\u306e\u30e9\u30d9\u30eb\u3067\u307e\u3068\u3081\u308b\u3068\u3001\u300c\u6d0b\u5ba41\u3068 LDK \u306b\u5199\u3063\u3066\u3044\u308b\u3001\u6d0b\u5ba42\u306e\u5199\u771f\u306b\u306f\u5199\u3063\u3066\u3044\u306a\u3044\u300d\u304c\u5206\u304b\u308a\u307e\u3059\u3002**\u8a2d\u5099\u6b04\u306e\u300c\u30a8\u30a2\u30b3\u30f32\u53f0\u300d\u3068\u7167\u3089\u3059\u306e\u306f\u3001\u62c5\u5f53\u8005\u3067\u3059\u3002**\n\n\u69cb\u6587\u3068\u3057\u3066\u6b63\u3057\u3044 JSON \u3067\u3082\u3001\u5024\u306e\u691c\u8a3c\u306f\u30d7\u30ed\u30b0\u30e9\u30e0\u3067\u884c\u3044\u307e\u3059\u3002**`photo_no` \u304c\u6e21\u3057\u305f\u5199\u771f\u306e\u756a\u53f7\u306e\u7bc4\u56f2\u306b\u3042\u308b\u304b\u3001`box_2d` \u306e\u5024\u304c 0\u301c1000 \u306b\u53ce\u307e\u308a\u3001\u4e0a\u4e0b\u30fb\u5de6\u53f3\u306e\u9806\u304c\u9006\u3067\u306a\u3044\u304b**\u3092\u78ba\u304b\u3081\u3001\u5916\u308c\u305f\u884c\u306f `uncertain` \u3068\u3057\u3066\u6271\u3044\u307e\u3059\u3002","integration_systems":"| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u8cc3\u8cb8\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0 | CSV \u306e\u66f8\u304d\u51fa\u3057\uff08\u8aad\u3080\u3060\u3051\uff09 | \u300c\u63b2\u8f09\u6e96\u5099\u300d\u306e\u7269\u4ef6\u306e\u8a2d\u5099\u6b04 |\n| \u7269\u4ef6\u3054\u3068\u306e\u30d5\u30a9\u30eb\u30c0 | \u30d5\u30a1\u30a4\u30eb\u306e\u8aad\u307f\u8fbc\u307f | \u5ba4\u5185\u5199\u771f\u3068\u30e9\u30d9\u30eb |\n| Gemini API | Interactions \u306e REST \u547c\u3073\u51fa\u3057 | \u8a2d\u5099\u3054\u3068\u306e\u72b6\u614b\u3068\u6839\u62e0\u306e\u5199\u771f\u30fb\u4f4d\u7f6e |\n| \u78ba\u8a8d\u7528\u306e\u4e00\u89a7 | Python \u3067\u4f5c\u308b\uff08\u7269\u4ef6\u3054\u3068\u306e HTML \u304b\u8868\uff09 | \u7167\u5408\u306e\u7d50\u679c\u3068\u67a0\u3092\u63cf\u3044\u305f\u5199\u771f |\n| \u62c5\u5f53\u8005\u3078\u306e\u77e5\u3089\u305b | \u793e\u5185\u306e\u30c1\u30e3\u30c3\u30c8 | \u4e00\u89a7\u304c\u3067\u304d\u305f\u3053\u3068\u3001\u98df\u3044\u9055\u3044\u306e\u3042\u308b\u7269\u4ef6\u306e\u6570 |\n\n**\u8cc3\u8cb8\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u3078\u306f\u66f8\u304d\u8fbc\u307f\u307e\u305b\u3093\u3002** \u7167\u5408\u306e\u7d50\u679c\u3067\u8a2d\u5099\u6b04\u3092\u81ea\u52d5\u3067\u76f4\u3059\u3068\u3001`not_seen` \u3092\u300c\u7121\u3044\u300d\u3068\u3057\u3066\u66f8\u304d\u63db\u3048\u3001**\u5199\u3063\u3066\u3044\u306a\u304b\u3063\u305f\u3060\u3051\u306e\u8a2d\u5099\u3092\u6d88\u3059\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002** \u8a2d\u5099\u6b04\u3092\u76f4\u3059\u306e\u306f\u3001\u62c5\u5f53\u8005\u304c\u5199\u771f\u3067\u78ba\u304b\u3081\u305f\u5f8c\u3067\u3059\u3002\n\n**\u30dd\u30fc\u30bf\u30eb\u30b5\u30a4\u30c8\u3078\u306e\u63b2\u8f09\u306b\u3082\u3001\u3053\u306e\u69cb\u6210\u306f\u3064\u306a\u304e\u307e\u305b\u3093\u3002** \u63b2\u8f09\u306f\u3001\u62c5\u5f53\u8005\u304c\u78ba\u304b\u3081\u7d42\u3048\u305f\u7269\u4ef6\u3060\u3051\u3092\u3001\u3053\u308c\u307e\u3067\u3069\u304a\u308a\u306e\u624b\u9806\u3067\u884c\u3044\u307e\u3059\u3002","human_review":"**\u62c5\u5f53\u8005\u304c\u898b\u308b\u306e\u306f\u3001\u98df\u3044\u9055\u3044\u306e\u884c\u3060\u3051\u3067\u3059\u3002**\n\n1. **\u300c\u56f3\u9762\u306b\u3042\u308b\u304c\u898b\u5f53\u305f\u3089\u306a\u3044\u300d\u3092\u5148\u306b\u898b\u308b** \u2026 \u67a0\u306e\u7121\u3044\u5199\u771f\u3067\u3001\u672c\u5f53\u306b\u8a2d\u5099\u304c\u7121\u3044\u304b\u3092\u898b\u307e\u3059\u3002**\u5199\u771f\u306e\u7aef\u306b\u5199\u3063\u3066\u3044\u306a\u3044\u304b\u3001\u5225\u306e\u5199\u771f\u306b\u5199\u3063\u3066\u3044\u306a\u3044\u304b**\u3092\u78ba\u304b\u3081\u307e\u3059\u3002\u7121\u3051\u308c\u3070\u7ba1\u7406\u62c5\u5f53\u306b\u3001\u64a4\u53bb\u3084\u4ea4\u63db\u306e\u8a18\u9332\u304c\u7121\u3044\u304b\u3092\u805e\u304d\u307e\u3059\n2. **\u300c\u5199\u771f\u306b\u3042\u308b\u304c\u56f3\u9762\u306b\u7121\u3044\u300d\u3092\u898b\u308b** \u2026 \u67a0\u306e\u4e2d\u304c\u672c\u5f53\u306b\u305d\u306e\u8a2d\u5099\u304b\u3092\u898b\u307e\u3059\u3002**\u5f8c\u4ed8\u3051\u306e\u8a2d\u5099\u304c\u5165\u5c45\u8005\u306e\u6301\u3061\u7269\u3067\u306a\u3044\u304b**\uff08\u9000\u53bb\u6642\u306b\u6b8b\u3055\u308c\u305f\u6e29\u6c34\u6d17\u6d44\u4fbf\u5ea7\u306a\u3069\uff09\u3092\u7ba1\u7406\u62c5\u5f53\u306b\u78ba\u304b\u3081\u307e\u3059\n3. **\u300c\u64ae\u5f71\u7bc4\u56f2\u5916\u300d\u3092\u898b\u308b** \u2026 \u64ae\u308a\u8db3\u3059\u304b\u3001\u524d\u56de\u306e\u52df\u96c6\u304b\u3089\u8a2d\u5099\u306e\u5909\u66f4\u304c\u7121\u3044\u3053\u3068\u3092\u7ba1\u7406\u62c5\u5f53\u306e\u8a18\u9332\u3067\u78ba\u304b\u3081\u307e\u3059\n4. **\u30a8\u30a2\u30b3\u30f3\u306e\u53f0\u6570\u3092\u898b\u308b** \u2026 `aircon_by_photo` \u306e\u90e8\u5c4b\u3054\u3068\u306e\u6709\u7121\u3068\u3001\u8a2d\u5099\u6b04\u306e\u53f0\u6570\u3092\u7167\u3089\u3057\u307e\u3059\n5. **\u76f4\u3057\u305f\u3089\u8a18\u9332\u3059\u308b** \u2026 \u3069\u306e\u8a2d\u5099\u3092\u3001\u3069\u3046\u76f4\u3057\u305f\u304b\u3001\u6839\u62e0\u306f\u5199\u771f\u304b\u7ba1\u7406\u62c5\u5f53\u306e\u8a18\u9332\u304b\n\n**2\u756a\u76ee\u306e\u300c\u5165\u5c45\u8005\u306e\u6301\u3061\u7269\u300d\u3092\u898b\u843d\u3068\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u524d\u306e\u5165\u5c45\u8005\u304c\u4ed8\u3051\u305f\u307e\u307e\u9000\u53bb\u3057\u305f\u8a2d\u5099\u306f\u3001\u5199\u771f\u306b\u306f\u5199\u308a\u307e\u3059\u304c\u3001**\u8cb8\u4e3b\u306e\u8a2d\u5099\u3068\u3057\u3066\u8f09\u305b\u3066\u3088\u3044\u304b\u306f\u3001\u8cb8\u4e3b\u3068\u7ba1\u7406\u62c5\u5f53\u304c\u6c7a\u3081\u308b\u3053\u3068\u3067\u3059\u3002**\n\n**\u76ee\u6a19\u306f\u3001200\u90e8\u5c4b\u3092\u306a\u3089\u3057\u30661\u90e8\u5c4b6\u5206\u3067\u3059\u3002** \u98df\u3044\u9055\u3044\u306e\u7121\u3044\u90e8\u5c4b\u306f\u4e00\u89a7\u3092\u6d41\u3057\u898b\u30661\u301c2\u5206\u3001\u98df\u3044\u9055\u3044\u306e\u3042\u308b\u90e8\u5c4b\u306f\u5199\u771f\u3068\u8a18\u9332\u3092\u78ba\u304b\u3081\u306610\u5206\u524d\u5f8c\u304b\u304b\u308a\u307e\u3059\u3002","exception_handling":"| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u64ae\u308b\u5834\u6240\u306e\u5199\u771f\u304c\u305d\u308d\u3063\u3066\u3044\u306a\u3044 | \u305d\u306e\u5834\u6240\u306e\u8a2d\u5099\u3092 `out_of_frame` \u306b\u3057\u3066\u6e21\u3055\u306a\u3044\u3002\u64ae\u308a\u8db3\u3057\u3092\u4fc3\u3059 |\n| \u30ea\u30af\u30a8\u30b9\u30c8\u304c20MB\u3092\u8d85\u3048\u308b | \u5199\u771f\u3092\u7e2e\u5c0f\u3057\u76f4\u3059\u304b\u3001Files API \u3067\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3057\u3066\u304b\u3089\u53c2\u7167\u3059\u308b |\n| \u5199\u771f\u306e\u5411\u304d\u304c\u56de\u8ee2\u306e\u60c5\u5831\u3060\u3051\u3067\u76f4\u3063\u3066\u3044\u308b | \u753b\u7d20\u3092\u56de\u8ee2\u3055\u305b\u3066\u304b\u3089\u6e21\u3059\u3002\u67a0\u304c\u305a\u308c\u305f\u5199\u771f\u306f `uncertain` \u306b |\n| `box_2d` \u304c\u7bc4\u56f2\u5916\u30fb\u9806\u304c\u9006 | \u305d\u306e\u884c\u3092 `uncertain` \u3068\u3057\u3066\u6271\u3044\u3001\u5199\u771f\u3067\u78ba\u304b\u3081\u308b |\n| \u6697\u3044\u30fb\u3076\u308c\u305f\u5199\u771f\u304c\u591a\u3044 | \u64ae\u308a\u76f4\u3057\u3002\u64ae\u5f71\u306e\u624b\u9806\u3092\u898b\u76f4\u3059 |\n| \u4eba\u3084\u8868\u672d\u304c\u5199\u3063\u3066\u3044\u308b | \u5370\u3092\u4ed8\u3051\u3066\u6e21\u3055\u306a\u3044\u3002\u63b2\u8f09\u306b\u3082\u4f7f\u308f\u306a\u3044 |\n| \u30e9\u30d9\u30eb\u306e\u7121\u3044\u5199\u771f | \u300c\u305d\u306e\u4ed6\u300d\u3068\u3057\u3066\u6e21\u3059\u3002\u591a\u3044\u5834\u5408\u306f\u62c5\u5f53\u8005\u304c\u30e9\u30d9\u30eb\u3092\u4ed8\u3051\u76f4\u3059 |\n| API \u304c\u5fdc\u7b54\u3057\u306a\u3044\u30fb\u4e0a\u9650\u306b\u5f53\u305f\u308b | \u7269\u4ef6\u3092\u300c\u63b2\u8f09\u6e96\u5099\u300d\u306e\u307e\u307e\u6b8b\u3057\u3001\u6b21\u306e\u56de\u3067\u51e6\u7406\u3059\u308b |\n| \u7167\u5408\u3059\u308b\u8a2d\u5099\u306e\u540d\u524d\u304c CSV \u3068\u5408\u308f\u306a\u3044 | \u5bfe\u5fdc\u8868\u306b\u8db3\u3059\u3002\u8db3\u3059\u307e\u3067\u306f\u305d\u306e\u8a2d\u5099\u3092\u7167\u5408\u3057\u306a\u3044 |\n\n**\u4e0a\u306e2\u884c\u3068\u300c\u6697\u3044\u30fb\u3076\u308c\u305f\u5199\u771f\u300d\u304c\u5927\u534a\u3092\u5360\u3081\u307e\u3059\u3002** \u3069\u308c\u3082AI\u306e\u554f\u984c\u3067\u306f\u306a\u304f\u3001**\u64ae\u308a\u65b9\u306e\u554f\u984c\u3067\u3059\u3002** \u64ae\u308b\u5834\u6240\u306e\u4e00\u89a7\u3092\u62c5\u5f53\u8005\u304c\u6301\u3061\u6b69\u3051\u308b\u3088\u3046\u306b\u3059\u308b\u307b\u3046\u304c\u3001\u6307\u793a\u3092\u76f4\u3059\u3088\u308a\u52b9\u304d\u307e\u3059\u3002","log_storage":"- \u7269\u4ef6\u756a\u53f7\u3001\u51e6\u7406\u65e5\u6642\u3001\u6e21\u3057\u305f\u5199\u771f\u306e\u756a\u53f7\u3068\u30e9\u30d9\u30eb\u306e\u5bfe\u5fdc\n- **AI\u304c\u8fd4\u3057\u305f JSON \u306e\u5168\u6587**\n- **\u305d\u306e\u3068\u304d\u306e\u8a2d\u5099\u6b04\uff08CSV \u306e\u8a72\u5f53\u884c\uff09**\n- \u7167\u5408\u306e\u7d50\u679c\u3068\u3001\u67a0\u3092\u63cf\u3044\u305f\u78ba\u8a8d\u7528\u306e\u5199\u771f\n- \u62c5\u5f53\u8005\u304c\u76f4\u3057\u305f\u8a2d\u5099\u3068\u3001\u6839\u62e0\uff08\u5199\u771f\u304b\u3001\u7ba1\u7406\u62c5\u5f53\u306e\u8a18\u9332\u304b\uff09\n- \u64ae\u308a\u8db3\u3057\u3092\u983c\u3093\u3060\u7269\u4ef6\u3068\u3001\u64ae\u308a\u8db3\u3057\u305f\u65e5\n\n**3\u3064\u76ee\u3067\u300c\u305d\u306e\u3068\u304d\u306e\u8a2d\u5099\u6b04\u300d\u3092\u6b8b\u3059\u306e\u306f\u3001\u8a2d\u5099\u6b04\u304c\u5f8c\u304b\u3089\u76f4\u3055\u308c\u308b\u305f\u3081\u3067\u3059\u3002** \u5185\u898b\u3067\u7533\u3057\u51fa\u304c\u3042\u3063\u305f\u3068\u304d\u306b\u3001**\u63b2\u8f09\u306e\u6642\u70b9\u3067\u8a2d\u5099\u6b04\u304c\u4f55\u3060\u3063\u305f\u304b\u3001\u5199\u771f\u3067\u4f55\u304c\u898b\u3048\u3066\u3044\u305f\u304b**\u3092\u4e26\u3079\u3066\u78ba\u304b\u3081\u3089\u308c\u307e\u3059\u3002\n\n**\u76f4\u3057\u305f\u8a18\u9332\u306f\u3001\u8a2d\u5099\u3054\u3068\u306b\u6570\u3048\u307e\u3059\u3002** \u300c\u6d74\u5ba4\u4e7e\u71e5\u6a5f\u306e `not_seen` \u304c\u591a\u3044\u300d\u306a\u3089\u3001\u6d74\u5ba4\u306e\u5929\u4e95\u3092\u64ae\u3063\u3066\u3044\u306a\u3044\u304b\u3001\u4e7e\u71e5\u6a5f\u306e\u64a4\u53bb\u304c\u7269\u4ef6\u60c5\u5831\u306b\u53cd\u6620\u3055\u308c\u3066\u3044\u306a\u3044\u304b\u306e\u3069\u3061\u3089\u304b\u3067\u3059\u3002","implementation_level":"\u534a\u81ea\u52d5\u5316","difficulty":3,"cost_band":"\u4e2d","cost_level_label":"API\u9023\u643a","security_level":"\u4e2d","implementation_status":"\u69cb\u6210\u4f8b","assumption_people":5,"assumption_frequency":200,"assumption_workdays":20,"volume_month":200,"before_minutes_per_case":15,"after_minutes_per_case":6,"hourly_cost":3000,"before_hours_month":50,"after_hours_month":20,"saved_hours_month":30,"reduction_rate":60,"saved_hours_year":360,"annual_cost_effect":1080000,"summary":"\u8cc3\u8cb8\u306e\u52df\u96c6\u7528\u306b\u64ae\u3063\u305f\u5ba4\u5185\u5199\u771f\u304b\u3089\u3001\u30a8\u30a2\u30b3\u30f3\u30fb\u72ec\u7acb\u6d17\u9762\u53f0\u30fb\u6d74\u5ba4\u4e7e\u71e5\u6a5f\u306a\u3069\u306e\u8a2d\u5099\u304c\u5199\u3063\u3066\u3044\u308b\u304b\u3092\u898b\u5206\u3051\u307e\u3059\u3002\u52df\u96c6\u56f3\u9762\u306e\u8a2d\u5099\u6b04\u3068\u7167\u3089\u3057\u3001\u56f3\u9762\u306b\u3042\u308b\u306e\u306b\u5199\u771f\u3067\u898b\u5f53\u305f\u3089\u306a\u3044\u8a2d\u5099\u3068\u3001\u5199\u771f\u306b\u3042\u308b\u306e\u306b\u56f3\u9762\u306b\u7121\u3044\u8a2d\u5099\u3092\u63b2\u8f09\u524d\u306b\u4e00\u89a7\u306b\u3057\u307e\u3059\u3002","before_flow":"1. \u62c5\u5f53\u8005\u304c\u7a7a\u5ba4\u306b\u884c\u304d\u3001\u5ba4\u5185\u306e\u5199\u771f\u3092\u64ae\u308b\n2. \u5199\u771f\u3092\u7269\u4ef6\u3054\u3068\u306e\u30d5\u30a9\u30eb\u30c0\u306b\u5165\u308c\u3001\u63b2\u8f09\u306b\u4f7f\u3046\u5199\u771f\u3092\u9078\u3076\n3. \u524d\u56de\u306e\u7269\u4ef6\u60c5\u5831\u3092\u958b\u304d\u3001\u8a2d\u5099\u6b04\u3092\u898b\u306a\u304c\u3089\u56f3\u9762\u3092\u4f5c\u308a\u76f4\u3059\n4. \u5199\u771f\u30921\u679a\u305a\u3064\u958b\u304d\u3001\u8a2d\u5099\u6b04\u306e\u9805\u76ee\u304c\u5199\u771f\u3067\u78ba\u304b\u3081\u3089\u308c\u308b\u304b\u3092\u898b\u308b\n5. \u98df\u3044\u9055\u3044\u304c\u3042\u308c\u3070\u3001\u5199\u771f\u3092\u64ae\u308a\u76f4\u3059\u304b\u3001\u7ba1\u7406\u62c5\u5f53\u306b\u78ba\u304b\u3081\u3066\u8a2d\u5099\u6b04\u3092\u76f4\u3059\n6. \u30dd\u30fc\u30bf\u30eb\u30b5\u30a4\u30c8\u306b\u8f09\u305b\u308b\n\n**\uff08a\uff094\u756a\u76ee\u304c\u7701\u304b\u308c\u308b\u3002** \u7a7a\u5ba4\u304c\u591a\u3044\u6708\u306f\u3001\u5199\u771f\u3092\u9078\u3076\u3068\u3053\u308d\u307e\u3067\u3067\u624b\u3044\u3063\u3071\u3044\u306b\u306a\u308a\u3001**\u8a2d\u5099\u6b04\u306f\u524d\u56de\u306e\u307e\u307e\u56f3\u9762\u306b\u8f09\u308a\u307e\u3059\u3002** \u6d74\u5ba4\u4e7e\u71e5\u6a5f\u304c\u6545\u969c\u3067\u64a4\u53bb\u3055\u308c\u3066\u3044\u305f\u3001\u30a8\u30a2\u30b3\u30f3\u304c1\u53f0\u6e1b\u3063\u3066\u3044\u305f\u3001\u3068\u3044\u3046\u3053\u3068\u304c\u5185\u898b\u306e\u5f53\u65e5\u306b\u5206\u304b\u308a\u307e\u3059\u3002\n\n**\uff08b\uff09\u898b\u308b\u5834\u6240\u304c\u62c5\u5f53\u3067\u9055\u3046\u3002** \u3042\u308b\u62c5\u5f53\u306f\u6d74\u5ba4\u306e\u5929\u4e95\u3092\u5fc5\u305a\u64ae\u308a\u3001\u3042\u308b\u62c5\u5f53\u306f\u6d74\u69fd\u3060\u3051\u3092\u64ae\u308a\u307e\u3059\u3002**\u5199\u771f\u306e\u64ae\u308a\u65b9\u3067\u3001\u78ba\u304b\u3081\u3089\u308c\u308b\u8a2d\u5099\u304c\u5909\u308f\u308a\u307e\u3059\u3002** \u64ae\u3063\u3066\u3044\u306a\u3044\u8a2d\u5099\u306f\u3001\u78ba\u304b\u3081\u3088\u3046\u304c\u3042\u308a\u307e\u305b\u3093\u3002\n\n**\uff08c\uff09\u5199\u771f\u306b\u3042\u308b\u306e\u306b\u8a2d\u5099\u6b04\u306b\u7121\u3044\u3002** \u6e29\u6c34\u6d17\u6d44\u4fbf\u5ea7\u304c\u4ed8\u3044\u3066\u3044\u308b\u306e\u306b\u3001\u8a2d\u5099\u6b04\u306b\u30c1\u30a7\u30c3\u30af\u304c\u7121\u3044\u307e\u307e\u8f09\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002**\u8a2d\u5099\u304c\u3042\u308b\u306e\u306b\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u306e\u306f\u3001\u52df\u96c6\u306e\u6a5f\u4f1a\u3092\u9003\u3057\u3066\u3044\u308b\u3068\u3044\u3046\u3053\u3068\u3067\u3059\u3002** \u8ab0\u3082\u6c17\u3065\u304b\u306a\u3044\u306e\u3067\u3001\u8868\u306b\u51fa\u3066\u3053\u306a\u3044\u8aa4\u308a\u3067\u3059\u3002\n\n**\uff08d\uff091\u679a\u305a\u3064\u306e\u78ba\u8a8d\u306f\u6642\u9593\u304c\u304b\u304b\u308b\u3002** 20\u679a\u306e\u5199\u771f\u306810\u9805\u76ee\u306e\u8a2d\u5099\u6b04\u3092\u7167\u3089\u3059\u3068\u30011\u90e8\u5c4b\u306710\u5206\u3092\u8d85\u3048\u307e\u3059\u3002**200\u90e8\u5c4b\u3067\u306f\u3001\u5168\u90e8\u3092\u540c\u3058\u4e01\u5be7\u3055\u3067\u898b\u308b\u3053\u3068\u306f\u3067\u304d\u307e\u305b\u3093\u3002**","before_flow_steps":["\u62c5\u5f53\u8005\u304c\u7a7a\u5ba4\u306b\u884c\u304d\u3001\u5ba4\u5185\u306e\u5199\u771f\u3092\u64ae\u308b","\u5199\u771f\u3092\u7269\u4ef6\u3054\u3068\u306e\u30d5\u30a9\u30eb\u30c0\u306b\u5165\u308c\u3001\u63b2\u8f09\u306b\u4f7f\u3046\u5199\u771f\u3092\u9078\u3076","\u524d\u56de\u306e\u7269\u4ef6\u60c5\u5831\u3092\u958b\u304d\u3001\u8a2d\u5099\u6b04\u3092\u898b\u306a\u304c\u3089\u56f3\u9762\u3092\u4f5c\u308a\u76f4\u3059","\u5199\u771f\u30921\u679a\u305a\u3064\u958b\u304d\u3001\u8a2d\u5099\u6b04\u306e\u9805\u76ee\u304c\u5199\u771f\u3067\u78ba\u304b\u3081\u3089\u308c\u308b\u304b\u3092\u898b\u308b","\u98df\u3044\u9055\u3044\u304c\u3042\u308c\u3070\u3001\u5199\u771f\u3092\u64ae\u308a\u76f4\u3059\u304b\u3001\u7ba1\u7406\u62c5\u5f53\u306b\u78ba\u304b\u3081\u3066\u8a2d\u5099\u6b04\u3092\u76f4\u3059","\u30dd\u30fc\u30bf\u30eb\u30b5\u30a4\u30c8\u306b\u8f09\u305b\u308b"],"after_flow":"1. **\u3010\u4eba\u3011** \u62c5\u5f53\u8005\u304c\u7a7a\u5ba4\u306e\u5199\u771f\u3092\u64ae\u308b\u3002\u6d74\u5ba4\u306e\u5929\u4e95\u3001\u6d17\u9762\u6240\u3001\u30c8\u30a4\u30ec\u3001\u30ad\u30c3\u30c1\u30f3\u3001\u5404\u90e8\u5c4b\u306e\u30a8\u30a2\u30b3\u30f3\u3001\u30a4\u30f3\u30bf\u30fc\u30db\u30f3\u3092**\u64ae\u308b\u5834\u6240\u306e\u4e00\u89a7**\u3069\u304a\u308a\u306b\u64ae\u308b\n2. **\u3010\u4eba\u3011** \u5199\u771f\u3092\u7269\u4ef6\u3054\u3068\u306e\u30d5\u30a9\u30eb\u30c0\u306b\u5165\u308c\u3001\u8cc3\u8cb8\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u3067\u7269\u4ef6\u306e\u72b6\u614b\u3092\u300c\u63b2\u8f09\u6e96\u5099\u300d\u306b\u3059\u308b\n3. **\u3010\u81ea\u52d5\u3011** \u6bce\u65e5\u6c7a\u307e\u3063\u305f\u6642\u523b\u306b\u3001Python \u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u300c\u63b2\u8f09\u6e96\u5099\u300d\u306e\u7269\u4ef6\u306e\u8a2d\u5099\u6b04\u3092 CSV \u3067\u53d6\u308a\u3001\u5199\u771f\u306e\u30d5\u30a9\u30eb\u30c0\u3092\u8aad\u3080\n4. **\u3010\u81ea\u52d5\u3011** \u5199\u771f\u3092\u7e2e\u5c0f\u3057\u3001\u4eba\u3084\u8868\u672d\u304c\u5199\u3063\u3066\u3044\u308b\u5199\u771f\u3092\u9664\u304f\u5370\u3092\u4ed8\u3051\u3001Gemini API \u306b\u7269\u4ef6\u3054\u3068\u306b\u5199\u771f\u3092\u307e\u3068\u3081\u3066\u6e21\u3059\n5. **\u3010AI\u3011** \u8a2d\u5099\u3054\u3068\u306b\u3001\u5199\u771f\u3067\u300c\u898b\u3048\u308b\u300d\u300c\u5199\u3063\u3066\u3044\u308b\u304c\u898b\u5f53\u305f\u3089\u306a\u3044\u300d\u300c\u64ae\u5f71\u7bc4\u56f2\u5916\u300d\u300c\u5224\u65ad\u3067\u304d\u306a\u3044\u300d\u3092\u8fd4\u3057\u3001\u6839\u62e0\u306e\u5199\u771f\u3068\u4f4d\u7f6e\u3092\u6dfb\u3048\u308b\n6. **\u3010\u81ea\u52d5\u3011** \u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u8a2d\u5099\u6b04\u3068\u7167\u3089\u3057\u3001\u300c\u98df\u3044\u9055\u3044\u306a\u3057\u300d\u300c\u56f3\u9762\u306b\u3042\u308b\u304c\u898b\u5f53\u305f\u3089\u306a\u3044\u300d\u300c\u5199\u771f\u306b\u3042\u308b\u304c\u56f3\u9762\u306b\u7121\u3044\u300d\u300c\u64ae\u5f71\u7bc4\u56f2\u5916\u300d\u306b\u5206\u3051\u308b\n7. **\u3010\u81ea\u52d5\u3011** \u7269\u4ef6\u3054\u3068\u306e\u78ba\u8a8d\u7528\u306e\u4e00\u89a7\u3092\u4f5c\u308a\u3001\u6839\u62e0\u306e\u5199\u771f\u306b\u67a0\u3092\u63cf\u3044\u305f\u3082\u306e\u3092\u4e26\u3079\u308b\n8. **\u3010\u4eba\u3011** \u62c5\u5f53\u8005\u304c\u98df\u3044\u9055\u3044\u306e\u884c\u3060\u3051\u3092\u5199\u771f\u3067\u78ba\u304b\u3081\u3001\u8a2d\u5099\u6b04\u3092\u76f4\u3059\u304b\u3001\u64ae\u308a\u8db3\u3059\u304b\u3001\u7ba1\u7406\u62c5\u5f53\u306b\u78ba\u304b\u3081\u308b\n9. **\u3010\u4eba\u3011** \u78ba\u304b\u3081\u7d42\u3048\u305f\u7269\u4ef6\u3092\u30dd\u30fc\u30bf\u30eb\u30b5\u30a4\u30c8\u306b\u8f09\u305b\u308b\n\n**8\u756a\u76ee\u304c\u3001\u3053\u306e\u8a2d\u8a08\u306e\u5206\u304b\u308c\u76ee\u3067\u3059\u3002** AI\u306e\u5224\u5b9a\u3067\u8a2d\u5099\u6b04\u3092\u81ea\u52d5\u3067\u76f4\u3059\u3053\u3068\u306f\u3057\u307e\u305b\u3093\u3002**\u300c\u898b\u5f53\u305f\u3089\u306a\u3044\u300d\u306f\u3001\u64ae\u308a\u65b9\u306e\u305b\u3044\u3067\u5199\u3063\u3066\u3044\u306a\u3044\u3060\u3051\u306e\u3053\u3068\u304c\u3042\u308b\u304b\u3089\u3067\u3059\u3002** \u62c5\u5f53\u8005\u304c\u898b\u308b\u306e\u306f\u98df\u3044\u9055\u3044\u306e\u884c\u3060\u3051\u3067\u3001\u98df\u3044\u9055\u3044\u306e\u7121\u3044\u8a2d\u5099\u306f\u4e00\u89a7\u3067\u6d41\u3057\u898b\u3066\u7d42\u308f\u308a\u306b\u3057\u307e\u3059\u3002\n\n**1\u756a\u76ee\u306e\u64ae\u308b\u5834\u6240\u306e\u4e00\u89a7\u304c\u3001\u3053\u306e\u69cb\u6210\u306e\u7cbe\u5ea6\u3092\u6c7a\u3081\u307e\u3059\u3002** AI\u306f\u5199\u771f\u306b\u3042\u308b\u3082\u306e\u3057\u304b\u898b\u5206\u3051\u3089\u308c\u307e\u305b\u3093\u3002**\u64ae\u308b\u5834\u6240\u3092\u6c7a\u3081\u3066\u304a\u3051\u3070\u3001\u300c\u64ae\u5f71\u7bc4\u56f2\u5916\u300d\u304c\u6e1b\u308a\u3001\u300c\u898b\u5f53\u305f\u3089\u306a\u3044\u300d\u306e\u610f\u5473\u304c\u306f\u3063\u304d\u308a\u3057\u307e\u3059\u3002**","after_flow_steps":["**\u3010\u4eba\u3011** \u62c5\u5f53\u8005\u304c\u7a7a\u5ba4\u306e\u5199\u771f\u3092\u64ae\u308b\u3002\u6d74\u5ba4\u306e\u5929\u4e95\u3001\u6d17\u9762\u6240\u3001\u30c8\u30a4\u30ec\u3001\u30ad\u30c3\u30c1\u30f3\u3001\u5404\u90e8\u5c4b\u306e\u30a8\u30a2\u30b3\u30f3\u3001\u30a4\u30f3\u30bf\u30fc\u30db\u30f3\u3092**\u64ae\u308b\u5834\u6240\u306e\u4e00\u89a7**\u3069\u304a\u308a\u306b\u64ae\u308b","**\u3010\u4eba\u3011** \u5199\u771f\u3092\u7269\u4ef6\u3054\u3068\u306e\u30d5\u30a9\u30eb\u30c0\u306b\u5165\u308c\u3001\u8cc3\u8cb8\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u3067\u7269\u4ef6\u306e\u72b6\u614b\u3092\u300c\u63b2\u8f09\u6e96\u5099\u300d\u306b\u3059\u308b","**\u3010\u81ea\u52d5\u3011** \u6bce\u65e5\u6c7a\u307e\u3063\u305f\u6642\u523b\u306b\u3001Python \u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u300c\u63b2\u8f09\u6e96\u5099\u300d\u306e\u7269\u4ef6\u306e\u8a2d\u5099\u6b04\u3092 CSV \u3067\u53d6\u308a\u3001\u5199\u771f\u306e\u30d5\u30a9\u30eb\u30c0\u3092\u8aad\u3080","**\u3010\u81ea\u52d5\u3011** \u5199\u771f\u3092\u7e2e\u5c0f\u3057\u3001\u4eba\u3084\u8868\u672d\u304c\u5199\u3063\u3066\u3044\u308b\u5199\u771f\u3092\u9664\u304f\u5370\u3092\u4ed8\u3051\u3001Gemini API \u306b\u7269\u4ef6\u3054\u3068\u306b\u5199\u771f\u3092\u307e\u3068\u3081\u3066\u6e21\u3059","**\u3010AI\u3011** \u8a2d\u5099\u3054\u3068\u306b\u3001\u5199\u771f\u3067\u300c\u898b\u3048\u308b\u300d\u300c\u5199\u3063\u3066\u3044\u308b\u304c\u898b\u5f53\u305f\u3089\u306a\u3044\u300d\u300c\u64ae\u5f71\u7bc4\u56f2\u5916\u300d\u300c\u5224\u65ad\u3067\u304d\u306a\u3044\u300d\u3092\u8fd4\u3057\u3001\u6839\u62e0\u306e\u5199\u771f\u3068\u4f4d\u7f6e\u3092\u6dfb\u3048\u308b","**\u3010\u81ea\u52d5\u3011** \u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u8a2d\u5099\u6b04\u3068\u7167\u3089\u3057\u3001\u300c\u98df\u3044\u9055\u3044\u306a\u3057\u300d\u300c\u56f3\u9762\u306b\u3042\u308b\u304c\u898b\u5f53\u305f\u3089\u306a\u3044\u300d\u300c\u5199\u771f\u306b\u3042\u308b\u304c\u56f3\u9762\u306b\u7121\u3044\u300d\u300c\u64ae\u5f71\u7bc4\u56f2\u5916\u300d\u306b\u5206\u3051\u308b","**\u3010\u81ea\u52d5\u3011** \u7269\u4ef6\u3054\u3068\u306e\u78ba\u8a8d\u7528\u306e\u4e00\u89a7\u3092\u4f5c\u308a\u3001\u6839\u62e0\u306e\u5199\u771f\u306b\u67a0\u3092\u63cf\u3044\u305f\u3082\u306e\u3092\u4e26\u3079\u308b","**\u3010\u4eba\u3011** \u62c5\u5f53\u8005\u304c\u98df\u3044\u9055\u3044\u306e\u884c\u3060\u3051\u3092\u5199\u771f\u3067\u78ba\u304b\u3081\u3001\u8a2d\u5099\u6b04\u3092\u76f4\u3059\u304b\u3001\u64ae\u308a\u8db3\u3059\u304b\u3001\u7ba1\u7406\u62c5\u5f53\u306b\u78ba\u304b\u3081\u308b","**\u3010\u4eba\u3011** \u78ba\u304b\u3081\u7d42\u3048\u305f\u7269\u4ef6\u3092\u30dd\u30fc\u30bf\u30eb\u30b5\u30a4\u30c8\u306b\u8f09\u305b\u308b"],"architecture":"```\n\u7a7a\u5ba4\u306e\u5199\u771f\uff08\u64ae\u308b\u5834\u6240\u306e\u4e00\u89a7\u3069\u304a\u308a\u30011\u90e8\u5c4b15\u301c25\u679a\uff09\n   \u2502  \u7269\u4ef6\u3054\u3068\u306e\u30d5\u30a9\u30eb\u30c0\u306b\u4fdd\u5b58\u3001\u7269\u4ef6\u306e\u72b6\u614b\u3092\u300c\u63b2\u8f09\u6e96\u5099\u300d\u306b\n   \u25bc\u3010\u30c8\u30ea\u30ac\u30fc\u3011\u6bce\u65e518\u6642\nPython \u306e\u30d7\u30ed\u30b0\u30e9\u30e0\n   \u251c\u2500\u2500 \u8cc3\u8cb8\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u304b\u3089\u8a2d\u5099\u6b04\u3092 CSV \u3067\u53d6\u308b\n   \u251c\u2500\u2500 \u5199\u771f\u3092\u7e2e\u5c0f\u3057\u3001\u5199\u771f\u3054\u3068\u306b\u756a\u53f7\u3092\u632f\u308b\n   \u25bc\nGemini API\uff08\u753b\u50cf\u7406\u89e3\u30fb\u69cb\u9020\u5316\u51fa\u529b\uff09\n   \u2502   \u8a2d\u5099\u3054\u3068\u306b\uff1a\u898b\u3048\u308b\uff0f\u898b\u5f53\u305f\u3089\u306a\u3044\uff0f\u64ae\u5f71\u7bc4\u56f2\u5916\uff0f\u5224\u65ad\u3067\u304d\u306a\u3044\n   \u2502   \u6839\u62e0\u306e\u5199\u771f\u756a\u53f7\u3068\u4f4d\u7f6e\uff080\u301c1000 \u306e\u5ea7\u6a19\uff09\n   \u25bc\nPython \u2500\u2500 \u8a2d\u5099\u6b04\u3068\u7167\u3089\u3057\u30664\u3064\u306b\u5206\u3051\u308b\u3001\u5199\u771f\u306b\u67a0\u3092\u63cf\u304f\n   \u25bc\n\u78ba\u8a8d\u7528\u306e\u4e00\u89a7\uff08\u7269\u4ef6\u3054\u3068\u3001\u98df\u3044\u9055\u3044\u306e\u884c\u304c\u4e0a\uff09\n   \u25bc\n\u3010\u4eba\u3011\u62c5\u5f53\u8005\u304c\u98df\u3044\u9055\u3044\u3060\u3051\u3092\u78ba\u304b\u3081\u3001\u8a2d\u5099\u6b04\u3092\u76f4\u3059\uff0f\u64ae\u308a\u8db3\u3059\n   \u25bc\n\u30dd\u30fc\u30bf\u30eb\u30b5\u30a4\u30c8\u3078\u63b2\u8f09\n```\n\n| \u5f79\u5272 | \u60f3\u5b9a\u3059\u308b\u88fd\u54c1 | \u4ee3\u66ff\u5019\u88dc |\n|:--|:--|:--|\n| \u51e6\u7406 | Gemini API\uff08\u5ba4\u5185\u5199\u771f\u304b\u3089\u8a2d\u5099\u306e\u6709\u7121\u3068\u4f4d\u7f6e\u3092\u8fd4\u3059\uff09 | Claude API\u3001OpenAI API |\n| \u9023\u643a | Python\uff08\u8a2d\u5099\u6b04\u306e\u8aad\u307f\u8fbc\u307f\u3001\u5199\u771f\u306e\u7e2e\u5c0f\u3001\u547c\u3073\u51fa\u3057\u3001\u7167\u5408\u3001\u67a0\u306e\u63cf\u753b\u3001\u4e00\u89a7\u3065\u304f\u308a\uff09 | Google Apps Script |\n| \u53f0\u5e33 | \u8cc3\u8cb8\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306e\u7269\u4ef6\u60c5\u5831\uff08\u8a2d\u5099\u6b04\uff09 | \uff0d |\n| \u4fdd\u7ba1 | \u5171\u6709\u306e\u30d5\u30a9\u30eb\u30c0\uff08\u7269\u4ef6\u3054\u3068\u306e\u5199\u771f\uff09 | \u30af\u30e9\u30a6\u30c9\u306e\u30b9\u30c8\u30ec\u30fc\u30b8 |\n\n**\u65b0\u3057\u304f\u8db3\u3059\u306e\u306f\u3001Python \u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u3068 Gemini API \u306e\u5951\u7d04\u3060\u3051\u3067\u3059\u3002** \u8cc3\u8cb8\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u304b\u3089\u306f CSV \u3092\u8aad\u3080\u3060\u3051\u3067\u3001**\u8a2d\u5099\u6b04\u3078\u306f\u66f8\u304d\u8fbc\u307f\u307e\u305b\u3093\u3002** \u76f4\u3059\u306e\u306f\u62c5\u5f53\u8005\u3067\u3059\u3002\n\n**\u5199\u771f\u3092\u898b\u308b\u571f\u53f0\u306f\u3001Gemini API \u306e\u753b\u50cf\u7406\u89e3\u3067\u3059\u3002** \u5bfe\u5fdc\u3059\u308b\u5f62\u5f0f\u306f PNG\u3001JPEG\u3001WEBP\u3001HEIC\u3001HEIF \u3067\u3059\u3002**\u753b\u50cf\u3092\u30ea\u30af\u30a8\u30b9\u30c8\u306b\u76f4\u63a5\u5165\u308c\u308b\u5834\u5408\u3001\u6307\u793a\u3084\u753b\u50cf\u3092\u542b\u3081\u305f\u30ea\u30af\u30a8\u30b9\u30c8\u5168\u4f53\u304c20MB\u307e\u3067**\u3067\u3001\u5927\u304d\u3044\u30d5\u30a1\u30a4\u30eb\u3084\u3001\u540c\u3058\u753b\u50cf\u3092\u4f55\u5ea6\u3082\u4f7f\u3046\u5834\u5408\u306f Files API \u304c\u52e7\u3081\u3089\u308c\u3066\u3044\u307e\u3059\u3002**1\u3064\u306e\u30ea\u30af\u30a8\u30b9\u30c8\u306b\u8907\u6570\u306e\u753b\u50cf\u3092\u5165\u308c\u3089\u308c**\u30011\u90e8\u5c4b\u5206\u306e\u5199\u771f\u3092\u307e\u3068\u3081\u3066\u6e21\u305b\u307e\u3059\u3002\n\n**\u4f4d\u7f6e\u3092\u8fd4\u3055\u305b\u3089\u308c\u308b\u3053\u3068\u3082\u3001\u3053\u306e\u69cb\u6210\u3067\u4f7f\u3044\u307e\u3059\u3002** \u516c\u5f0f\u306e\u6848\u5185\u3067\u306f\u3001\u7269\u4f53\u3092\u691c\u51fa\u3055\u305b\u3066\u67a0\u3092\u8fd4\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u3001**\u5ea7\u6a19\u306f\u753b\u50cf\u306e\u5927\u304d\u3055\u306b\u5bfe\u3057\u3066 0\u301c1000 \u306b\u6b63\u898f\u5316**\u3055\u308c\u308b\u305f\u3081\u3001\u5143\u306e\u753b\u50cf\u306e\u5927\u304d\u3055\u306b\u623b\u3057\u3066\u4f7f\u3044\u307e\u3059\u3002\u4f8b\u3067\u306f `[ymin, xmin, ymax, xmax]` \u306e\u9806\u3067\u8fd4\u3055\u305b\u3066\u3044\u307e\u3059\u3002\u78ba\u8a8d\u7528\u306e\u4e00\u89a7\u3067\u3001**\u5199\u771f\u306e\u3069\u3053\u306b\u4e7e\u71e5\u6a5f\u3092\u898b\u305f\u306e\u304b\u306b\u67a0\u3092\u63cf\u304f**\u306e\u306b\u4f7f\u3044\u307e\u3059\u3002\n\n**\u51fa\u529b\u306f\u69cb\u9020\u5316\u51fa\u529b\u3067\u53d7\u3051\u307e\u3059\u3002** \u516c\u5f0f\u306e\u6848\u5185\u3067\u306f\u3001`response_format` \u3067 `mime_type` \u3092 `application\/json` \u306b\u3057\u3001`schema` \u306b\u30b9\u30ad\u30fc\u30de\u3092\u5165\u308c\u3066 JSON \u3092\u8fd4\u3055\u305b\u307e\u3059\u3002\u4f8b\u306f `\/v1beta\/interactions` \u306b\u9001\u308b\u5f62\u3067\u66f8\u304b\u308c\u3066\u3044\u307e\u3059\u3002`enum` \u3067\u5024\u3092\u6c7a\u307e\u3063\u305f\u6587\u5b57\u5217\u306b\u7d5e\u308c\u3001`required` \u3067\u5fc5\u9808\u306e\u9805\u76ee\u3092\u6c7a\u3081\u3089\u308c\u307e\u3059\u3002**\u69cb\u6587\u3068\u3057\u3066\u6b63\u3057\u3044 JSON \u3067\u3082\u3001\u5024\u306f\u30a2\u30d7\u30ea\u5074\u3067\u691c\u8a3c\u3059\u308b\u3088\u3046**\u66f8\u304b\u308c\u3066\u3044\u307e\u3059\u3002","implementation_steps":"### \u30c8\u30ea\u30ac\u30fc\n\n**\u6bce\u65e518\u6642\u306b\u3001\u7269\u4ef6\u306e\u72b6\u614b\u304c\u300c\u63b2\u8f09\u6e96\u5099\u300d\u306e\u7269\u4ef6\u3092\u307e\u3068\u3081\u3066\u51e6\u7406\u3057\u307e\u3059\u3002** \u62c5\u5f53\u8005\u306f\u65e5\u4e2d\u306b\u90e8\u5c4b\u3092\u56de\u3063\u3066\u5199\u771f\u3092\u64ae\u308a\u3001\u5915\u65b9\u307e\u3067\u306b\u30d5\u30a9\u30eb\u30c0\u306b\u5165\u308c\u3066\u72b6\u614b\u3092\u5909\u3048\u307e\u3059\u3002**\u7fcc\u671d\u306b\u306f\u78ba\u8a8d\u7528\u306e\u4e00\u89a7\u304c\u305d\u308d\u3063\u3066\u3044\u308b**\u5f62\u3067\u3059\u3002\n\n\u30d5\u30a9\u30eb\u30c0\u306b\u5199\u771f\u304c\u5165\u308b\u305f\u3073\u306b\u52d5\u304b\u3059\u5f62\u306b\u306f\u3057\u307e\u305b\u3093\u3002**1\u90e8\u5c4b\u306e\u5199\u771f\u306f\u6570\u56de\u306b\u5206\u3051\u3066\u5165\u308b\u3053\u3068\u304c\u591a\u304f\u3001\u9014\u4e2d\u3067\u52d5\u304b\u3059\u3068\u300c\u64ae\u5f71\u7bc4\u56f2\u5916\u300d\u304c\u5897\u3048\u307e\u3059\u3002** \u72b6\u614b\u3092\u300c\u63b2\u8f09\u6e96\u5099\u300d\u306b\u3059\u308b\u3053\u3068\u3092\u3001\u300c\u5199\u771f\u3092\u305d\u308d\u3048\u7d42\u3048\u305f\u300d\u3068\u3044\u3046\u5408\u56f3\u306b\u3057\u307e\u3059\u3002\n\n**\u51e6\u7406\u6e08\u307f\u306e\u7269\u4ef6\u306f\u3001\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u8a18\u9332\u306b\u7269\u4ef6\u756a\u53f7\u3068\u51e6\u7406\u65e5\u6642\u3092\u6b8b\u3057\u3001\u4e8c\u91cd\u306b\u51e6\u7406\u3057\u307e\u305b\u3093\u3002** \u5199\u771f\u3092\u64ae\u308a\u8db3\u3057\u305f\u3068\u304d\u306f\u3001\u62c5\u5f53\u8005\u304c\u72b6\u614b\u3092\u300c\u63b2\u8f09\u6e96\u5099\u300d\u306b\u623b\u3059\u3068\u3001\u6b21\u306e18\u6642\u306b\u64ae\u308a\u8db3\u3057\u305f\u5199\u771f\u3082\u542b\u3081\u3066\u51e6\u7406\u3057\u76f4\u3057\u307e\u3059\u3002\n\n### \u5165\u529b\u30c7\u30fc\u30bf\n\n| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u5ba4\u5185\u5199\u771f | 1\u90e8\u5c4b15\u301c25\u679a\u3002\u64ae\u3063\u305f\u5834\u6240\u306e\u30e9\u30d9\u30eb\uff08\u6d74\u5ba4\u30fb\u6d17\u9762\u6240\u30fb\u30c8\u30a4\u30ec\u30fb\u30ad\u30c3\u30c1\u30f3\u30fb\u6d0b\u5ba41 \u306a\u3069\uff09\u3092\u30d5\u30a1\u30a4\u30eb\u540d\u306b\u4ed8\u3051\u308b | \u7269\u4ef6\u3054\u3068\u306e\u30d5\u30a9\u30eb\u30c0 |\n| \u8a2d\u5099\u6b04 | \u8a2d\u5099\u3054\u3068\u306e\u300c\u3042\u308a\uff0f\u306a\u3057\u300d\u3001\u30a8\u30a2\u30b3\u30f3\u306e\u53f0\u6570\u3001\u30b3\u30f3\u30ed\u306e\u53e3\u6570\u3068\u7a2e\u985e | \u8cc3\u8cb8\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306e CSV |\n| \u7269\u4ef6\u306e\u57fa\u672c\u60c5\u5831 | \u9593\u53d6\u308a\u3001\u90e8\u5c4b\u306e\u6570\uff08\u30a8\u30a2\u30b3\u30f3\u306e\u53f0\u6570\u3092\u898b\u308b\u305f\u3081\uff09 | \u540c\u4e0a |\n| \u8a2d\u5099\u306e\u898b\u5206\u3051\u65b9\u306e\u4e00\u89a7 | \u8a2d\u5099\u3054\u3068\u306b\u3001\u3069\u306e\u5199\u771f\u306b\u5199\u308b\u304b\u3001\u4f55\u3092\u898b\u308c\u3070\u5206\u304b\u308b\u304b | \u30d7\u30ed\u30b0\u30e9\u30e0\u306b\u6301\u305f\u305b\u308b\u6587\u66f8 |\n\n**\u8cea\u3092\u6c7a\u3081\u308b\u306e\u306f\u3001\u3044\u3061\u3070\u3093\u4e0b\u306e\u898b\u5206\u3051\u65b9\u306e\u4e00\u89a7\u3067\u3059\u3002** \u300c\u6d74\u5ba4\u4e7e\u71e5\u6a5f\u300d\u306f\u3001\u6d74\u5ba4\u306e\u5929\u4e95\u306e\u63db\u6c17\u53e3\u3068\u4e00\u4f53\u306e\u6a5f\u5668\u304b\u3001\u6d74\u5ba4\u306e\u5916\u306e\u58c1\u306e\u64cd\u4f5c\u30d1\u30cd\u30eb\u3067\u5206\u304b\u308a\u307e\u3059\u3002\u300c\u8ffd\u3044\u711a\u304d\u300d\u306f\u3001\u6d74\u69fd\u306e\u5faa\u74b0\u53e3\u304b\u7d66\u6e6f\u306e\u64cd\u4f5c\u30d1\u30cd\u30eb\u3067\u5206\u304b\u308a\u307e\u3059\u3002**\u4f55\u3092\u898b\u308c\u3070\u5206\u304b\u308b\u304b\u3092\u66f8\u3044\u3066\u304a\u304b\u306a\u3044\u3068\u3001AI\u306f\u6d74\u69fd\u304c\u5199\u3063\u3066\u3044\u308b\u3060\u3051\u3067\u8ffd\u3044\u711a\u304d\u3092\u300c\u898b\u3048\u308b\u300d\u3068\u3057\u307e\u3059\u3002**\n\n| \u8a2d\u5099 | \u5199\u308b\u5199\u771f | \u898b\u308b\u3082\u306e | \u5199\u771f\u3067\u5224\u5b9a\u3057\u306a\u3044\u3082\u306e |\n|:--|:--|:--|:--|\n| \u30a8\u30a2\u30b3\u30f3 | \u5404\u90e8\u5c4b | \u58c1\u306e\u5ba4\u5185\u6a5f | \u52d5\u304f\u304b\u3069\u3046\u304b |\n| \u72ec\u7acb\u6d17\u9762\u53f0 | \u6d17\u9762\u6240 | \u6d74\u5ba4\u3068\u5206\u304b\u308c\u305f\u6d17\u9762\u5316\u7ca7\u53f0 | \u6d17\u9762\u53f0\u306e\u5e45 |\n| \u6d74\u5ba4\u4e7e\u71e5\u6a5f | \u6d74\u5ba4\u306e\u5929\u4e95\u3001\u6d74\u5ba4\u306e\u5916\u306e\u58c1 | \u5929\u4e95\u306e\u6a5f\u5668\u3001\u64cd\u4f5c\u30d1\u30cd\u30eb | \u6696\u623f\u306e\u6709\u7121 |\n| \u8ffd\u3044\u711a\u304d | \u6d74\u5ba4\u3001\u7d66\u6e6f\u306e\u64cd\u4f5c\u30d1\u30cd\u30eb | \u6d74\u69fd\u306e\u5faa\u74b0\u53e3\u3001\u64cd\u4f5c\u30d1\u30cd\u30eb\u306e\u8ffd\u3044\u711a\u304d\u306e\u30dc\u30bf\u30f3 | \u30ac\u30b9\u304b\u96fb\u6c17\u304b |\n| \u6e29\u6c34\u6d17\u6d44\u4fbf\u5ea7 | \u30c8\u30a4\u30ec | \u4fbf\u5ea7\u306e\u64cd\u4f5c\u90e8 | \uff0d |\n| \u30e2\u30cb\u30bf\u30fc\u4ed8\u304d\u30a4\u30f3\u30bf\u30fc\u30db\u30f3 | \u7384\u95a2\u4ed8\u8fd1\u306e\u5ba4\u5185 | \u753b\u9762\u306e\u4ed8\u3044\u305f\u5ba4\u5185\u6a5f | \u9332\u753b\u306e\u6709\u7121 |\n| \u5ba4\u5185\u6d17\u6fef\u6a5f\u7f6e\u5834 | \u6d17\u9762\u6240\u30fb\u5eca\u4e0b | \u9632\u6c34\u30d1\u30f3\u3068\u7d66\u6c34\u6813 | \uff0d |\n| \u30b3\u30f3\u30ed | \u30ad\u30c3\u30c1\u30f3 | \u53e3\u306e\u6570\u3001\u30ac\u30b9\u304b IH \u304b | \u90fd\u5e02\u30ac\u30b9\u304b\u30d7\u30ed\u30d1\u30f3\u304b |\n| \u30d0\u30b9\u30fb\u30c8\u30a4\u30ec\u5225 | \u6d74\u5ba4\u30fb\u30c8\u30a4\u30ec | \u6d74\u5ba4\u3068\u4fbf\u5668\u304c\u5225\u306e\u7a7a\u9593\u304b | \uff0d |\n\n**\u53f3\u7aef\u306e\u5217\u306f\u3001\u5199\u771f\u3067\u5224\u5b9a\u3055\u305b\u306a\u3044\u3053\u3068\u306e\u4e00\u89a7\u3067\u3059\u3002** \u30ac\u30b9\u306e\u7a2e\u985e\u3084\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u306e\u8a2d\u5099\u306f\u3001\u5199\u771f\u3067\u306f\u5206\u304b\u308a\u307e\u305b\u3093\u3002**\u5199\u771f\u3067\u5206\u304b\u3089\u306a\u3044\u8a2d\u5099\u306f\u3001\u7167\u5408\u306e\u5bfe\u8c61\u304b\u3089\u5916\u3057\u307e\u3059\u3002**\n\n### \u30c7\u30fc\u30bf\u306e\u53d6\u5f97\u65b9\u6cd5\n\n**\u8a2d\u5099\u6b04\u306f\u3001\u8cc3\u8cb8\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u304b\u3089 CSV \u3067\u66f8\u304d\u51fa\u3057\u307e\u3059\u3002** \u300c\u63b2\u8f09\u6e96\u5099\u300d\u306e\u7269\u4ef6\u306b\u7d5e\u3063\u3066\u66f8\u304d\u51fa\u3057\u3001\u7269\u4ef6\u756a\u53f7\u30fb\u90e8\u5c4b\u756a\u53f7\u30fb\u8a2d\u5099\u3054\u3068\u306e\u5217\u3092\u6301\u305f\u305b\u307e\u3059\u3002CSV \u306e\u66f8\u304d\u51fa\u3057\u3092\u81ea\u52d5\u306b\u3067\u304d\u306a\u3044\u5834\u5408\u306f\u3001**\u62c5\u5f53\u8005\u306e1\u4eba\u304c\u6bce\u65e517\u6642\u306b\u66f8\u304d\u51fa\u3057\u3066\u6c7a\u307e\u3063\u305f\u5834\u6240\u306b\u7f6e\u304f**\u904b\u7528\u306b\u3057\u307e\u3059\u3002\n\n**\u5199\u771f\u306f\u3001\u7269\u4ef6\u3054\u3068\u306e\u30d5\u30a9\u30eb\u30c0\u304b\u3089\u8aad\u307f\u307e\u3059\u3002** \u30d5\u30a1\u30a4\u30eb\u540d\u306e\u5148\u982d\u306b\u3001\u64ae\u3063\u305f\u5834\u6240\u306e\u30e9\u30d9\u30eb\u3092\u4ed8\u3051\u3066\u304a\u304d\u307e\u3059\uff08`\u6d74\u5ba4_01.jpg`\u3001`\u6d17\u9762\u6240_01.jpg`\uff09\u3002**\u30e9\u30d9\u30eb\u306f\u3001AI\u306b\u300c\u3069\u306e\u5199\u771f\u304c\u6d74\u5ba4\u304b\u300d\u3092\u63a8\u6e2c\u3055\u305b\u306a\u3044\u305f\u3081\u306b\u4ed8\u3051\u307e\u3059\u3002** \u30e9\u30d9\u30eb\u304c\u7121\u3044\u5199\u771f\u306f\u300c\u305d\u306e\u4ed6\u300d\u3068\u3057\u3066\u6e21\u3057\u307e\u3059\u3002\n\n**Gemini API \u3078\u306f\u30011\u7269\u4ef6\u3054\u3068\u306b1\u56de\u306e\u30ea\u30af\u30a8\u30b9\u30c8\u3067\u5199\u771f\u3092\u307e\u3068\u3081\u3066\u6e21\u3057\u307e\u3059\u3002** \u5199\u771f\u306b\u306f\u756a\u53f7\u3092\u632f\u308a\u3001\u6307\u793a\u306e\u4e2d\u3067\u300c\u5199\u771f3\u306f\u6d74\u5ba4\u300d\u306e\u3088\u3046\u306b\u30e9\u30d9\u30eb\u3068\u756a\u53f7\u3092\u5bfe\u5fdc\u3055\u305b\u307e\u3059\u3002\u30ea\u30af\u30a8\u30b9\u30c8\u5168\u4f53\u304c20MB\u3092\u8d85\u3048\u305d\u3046\u306a\u3068\u304d\u306f\u3001\u5199\u771f\u3092\u7e2e\u5c0f\u3059\u308b\u304b\u3001Files API \u3067\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3057\u3066\u304b\u3089\u53c2\u7167\u3059\u308b\u5f62\u306b\u3057\u307e\u3059\u3002\n\n**\u6709\u6599\u306e\u5229\u7528\u67a0\u3067\u4f7f\u3044\u307e\u3059\u3002** Gemini API \u306e\u898f\u7d04\u3067\u306f\u3001**\u6709\u6599\u306e\u30b5\u30fc\u30d3\u30b9\u3067\u306f\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u3068\u5fdc\u7b54\u304c\u88fd\u54c1\u306e\u6539\u5584\u306b\u4f7f\u308f\u308c\u306a\u3044**\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u7121\u6599\u306e\u67a0\u3067\u306f\u6271\u3044\u304c\u9055\u3046\u306e\u3067\u3001\u696d\u52d9\u306e\u5199\u771f\u3092\u9001\u308b\u306e\u306f\u6709\u6599\u306e\u67a0\u3060\u3051\u306b\u3057\u307e\u3059\u3002\n\n### \u524d\u51e6\u7406\n\n1. **\u5f62\u5f0f\u306e\u78ba\u8a8d** \u2026 PNG\u3001JPEG\u3001WEBP\u3001HEIC\u3001HEIF \u306e\u3069\u308c\u304b\u3067\u3042\u308b\u3053\u3068\u3092\u78ba\u304b\u3081\u307e\u3059\u3002\u305d\u308c\u4ee5\u5916\u306f JPEG \u306b\u5909\u63db\u3057\u307e\u3059\n2. **\u7e2e\u5c0f** \u2026 \u9577\u3044\u8fba\u30921,600\u30d4\u30af\u30bb\u30eb\u7a0b\u5ea6\u306b\u7e2e\u3081\u307e\u3059\u3002**1\u7269\u4ef620\u679a\u3092\u307e\u3068\u3081\u3066\u6e21\u3059\u305f\u3081\u3001\u30ea\u30af\u30a8\u30b9\u30c8\u5168\u4f53\u306e20MB\u306b\u53ce\u3081\u307e\u3059**\n3. **\u5411\u304d\u306e\u88dc\u6b63** \u2026 \u30b9\u30de\u30fc\u30c8\u30d5\u30a9\u30f3\u306e\u5199\u771f\u306f\u3001\u753b\u50cf\u306e\u5411\u304d\u306e\u60c5\u5831\u3067\u56de\u8ee2\u3057\u3066\u3044\u308b\u3060\u3051\u306e\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002**\u5b9f\u969b\u306e\u753b\u7d20\u3092\u56de\u8ee2\u3055\u305b\u3066\u304b\u3089\u6e21\u3057\u307e\u3059\u3002** \u56de\u8ee2\u3057\u3066\u3044\u306a\u3044\u5199\u771f\u306b\u8fd4\u3063\u305f\u5ea7\u6a19\u306f\u3001\u67a0\u306e\u4f4d\u7f6e\u304c\u305a\u308c\u307e\u3059\n4. **\u9664\u304f\u5199\u771f\u306e\u5370** \u2026 \u7a93\u306e\u5916\u306e\u96a3\u5bb6\u3001\u8868\u672d\u3001\u4eba\u304c\u5199\u3063\u3066\u3044\u308b\u5199\u771f\u306f\u3001\u62c5\u5f53\u8005\u304c\u63b2\u8f09\u306b\u4f7f\u308f\u306a\u3044\u3082\u306e\u3068\u3057\u3066\u5370\u3092\u4ed8\u3051\u307e\u3059\u3002**\u5370\u306e\u4ed8\u3044\u305f\u5199\u771f\u306f\u6e21\u3057\u307e\u305b\u3093**\n5. **\u64ae\u308b\u5834\u6240\u306e\u4e00\u89a7\u3068\u306e\u7167\u5408** \u2026 \u30e9\u30d9\u30eb\u3092\u898b\u3066\u3001\u6d74\u5ba4\u306e\u5929\u4e95\u30fb\u6d17\u9762\u6240\u30fb\u30c8\u30a4\u30ec\u30fb\u30ad\u30c3\u30c1\u30f3\u30fb\u30a4\u30f3\u30bf\u30fc\u30db\u30f3\u306e\u5199\u771f\u304c\u305d\u308d\u3063\u3066\u3044\u308b\u304b\u3092\u5148\u306b\u78ba\u304b\u3081\u307e\u3059\u3002**\u305d\u308d\u3063\u3066\u3044\u306a\u3044\u5834\u6240\u306e\u8a2d\u5099\u306f\u3001AI\u306b\u6e21\u3059\u524d\u306b\u300c\u64ae\u5f71\u7bc4\u56f2\u5916\u300d\u3068\u6c7a\u3081\u307e\u3059**\n6. **\u8a2d\u5099\u6b04\u306e\u6574\u3048** \u2026 CSV \u306e\u300c\u3042\u308a\uff0f\u306a\u3057\u300d\u3092\u3001\u7167\u5408\u3059\u308b\u8a2d\u5099\u306e\u4e00\u89a7\u306e\u540d\u524d\u306b\u305d\u308d\u3048\u307e\u3059\u3002\u30b7\u30b9\u30c6\u30e0\u306e\u9805\u76ee\u540d\u3068\u898b\u5206\u3051\u65b9\u306e\u4e00\u89a7\u306e\u540d\u524d\u304c\u9055\u3046\u5834\u5408\u306f\u3001\u5bfe\u5fdc\u8868\u3067\u5909\u63db\u3057\u307e\u3059\n\n**5\u756a\u76ee\u3092\u5148\u306b\u884c\u3046\u306e\u306f\u3001AI\u306b\u300c\u7121\u3044\u5199\u771f\u300d\u3092\u63a2\u3055\u305b\u306a\u3044\u305f\u3081\u3067\u3059\u3002** \u6d74\u5ba4\u306e\u5929\u4e95\u306e\u5199\u771f\u304c1\u679a\u3082\u7121\u3051\u308c\u3070\u3001\u6d74\u5ba4\u4e7e\u71e5\u6a5f\u306f\u5224\u5b9a\u306e\u3057\u3088\u3046\u304c\u3042\u308a\u307e\u305b\u3093\u3002**\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u5148\u306b\u300c\u64ae\u5f71\u7bc4\u56f2\u5916\u300d\u3068\u6c7a\u3081\u3001AI\u306b\u306f\u5224\u5b9a\u3067\u304d\u308b\u8a2d\u5099\u3060\u3051\u3092\u805e\u304d\u307e\u3059\u3002**\n\n### AI\u306b\u4f55\u3092\u3055\u305b\u308b\u306e\u304b\n\n**\u3055\u305b\u308b\u306e\u306f\u3001\u7167\u5408\u3059\u308b\u8a2d\u5099\u3054\u3068\u306b\u3001\u5199\u771f\u3067\u898b\u3048\u308b\u72b6\u614b\u30924\u3064\u306e\u3069\u308c\u304b\u3067\u8fd4\u3057\u3001\u6839\u62e0\u306e\u5199\u771f\u3068\u4f4d\u7f6e\u3092\u6dfb\u3048\u308b\u3053\u3068\u3060\u3051\u3067\u3059\u3002**\n\n| \u72b6\u614b | \u610f\u5473 | \u8fd4\u3059\u3082\u306e |\n|:--|:--|:--|\n| `visible` | \u305d\u306e\u8a2d\u5099\u304c\u5199\u771f\u3067\u898b\u3048\u308b | \u5199\u771f\u756a\u53f7\u3001\u67a0\u306e\u5ea7\u6a19\u3001\u898b\u3048\u305f\u3082\u306e\uff08\u300c\u5929\u4e95\u306e\u63db\u6c17\u4e7e\u71e5\u6a5f\u300d\u306a\u3069\uff09 |\n| `not_seen` | \u305d\u306e\u8a2d\u5099\u304c\u5199\u308b\u306f\u305a\u306e\u5834\u6240\u304c\u5199\u3063\u3066\u3044\u308b\u306e\u306b\u3001\u898b\u5f53\u305f\u3089\u306a\u3044 | \u898b\u305f\u5199\u771f\u756a\u53f7\u3068\u3001\u5199\u3063\u3066\u3044\u305f\u3082\u306e |\n| `out_of_frame` | \u305d\u306e\u8a2d\u5099\u304c\u5199\u308b\u306f\u305a\u306e\u5834\u6240\u304c\u5199\u3063\u3066\u3044\u306a\u3044 | \u8db3\u308a\u306a\u3044\u5834\u6240 |\n| `uncertain` | \u5199\u3063\u3066\u306f\u3044\u308b\u304c\u3001\u6697\u3044\u30fb\u9060\u3044\u30fb\u3076\u308c\u3066\u3044\u3066\u5224\u65ad\u3067\u304d\u306a\u3044 | \u5199\u771f\u756a\u53f7\u3068\u7406\u7531 |\n\n**`not_seen` \u3068 `out_of_frame` \u306e\u533a\u5225\u304c\u3001\u7b2c1\u7ae0\u306e\u300c\u5199\u3063\u3066\u3044\u306a\u3044\u300d\u3068\u300c\u7121\u3044\u300d\u3092\u5206\u3051\u308b\u3053\u3068\u305d\u306e\u3082\u306e\u3067\u3059\u3002** \u6d74\u5ba4\u306e\u5929\u4e95\u304c\u5199\u3063\u3066\u3044\u3066\u4e7e\u71e5\u6a5f\u304c\u7121\u3051\u308c\u3070 `not_seen`\u3001\u6d74\u5ba4\u306e\u5929\u4e95\u304c\u5199\u3063\u3066\u3044\u306a\u3051\u308c\u3070 `out_of_frame` \u3067\u3059\u3002**\u8a2d\u5099\u6b04\u3068\u7167\u3089\u3057\u3066\u62c5\u5f53\u8005\u306b\u5f37\u304f\u77e5\u3089\u305b\u308b\u306e\u306f `not_seen` \u3060\u3051\u3067\u3059\u3002**\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u8a2d\u5099\u6b04\u306e\u300c\u3042\u308a\uff0f\u306a\u3057\u300d\u306e\u6c7a\u5b9a | \u5199\u3063\u3066\u3044\u306a\u3044\u3060\u3051\u306e\u3053\u3068\u304c\u3042\u308b\u3002\u6c7a\u3081\u308b\u306e\u306f\u62c5\u5f53\u8005 |\n| \u8a2d\u5099\u304c\u4f7f\u3048\u308b\u304b\u306e\u5224\u65ad | \u5199\u771f\u3067\u306f\u5206\u304b\u3089\u306a\u3044\u3002\u73fe\u5730\u306e\u78ba\u8a8d\u3067\u884c\u3046 |\n| \u30a8\u30a2\u30b3\u30f3\u306e\u53f0\u6570\u306e\u5408\u8a08 | \u540c\u3058\u30a8\u30a2\u30b3\u30f3\u304c2\u679a\u306b\u5199\u308b\u3053\u3068\u304c\u3042\u308b\u3002\u53f0\u6570\u306f\u90e8\u5c4b\u3054\u3068\u306e\u6709\u7121\u304b\u3089\u4eba\u304c\u6570\u3048\u308b |\n| \u30ac\u30b9\u306e\u7a2e\u985e\u3001\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u306e\u8a2d\u5099\u306e\u5224\u5b9a | \u5199\u771f\u3067\u5206\u304b\u3089\u306a\u3044\u3002\u7167\u5408\u306e\u5bfe\u8c61\u304b\u3089\u5916\u3059 |\n| \u5e83\u544a\u3068\u3057\u3066\u8f09\u305b\u3066\u3088\u3044\u304b\u306e\u5224\u65ad | \u8868\u793a\u306e\u30eb\u30fc\u30eb\u306e\u5224\u65ad\u306f\u4eba\u304c\u884c\u3046 |\n| \u5199\u771f\u304c\u53d6\u5f15\u3059\u308b\u90e8\u5c4b\u306e\u3082\u306e\u304b\u306e\u5224\u65ad | \u5199\u771f\u306e\u64ae\u5f71\u306e\u8a18\u9332\u3067\u78ba\u304b\u3081\u308b |\n\n**3\u884c\u76ee\u304c\u3044\u3061\u3070\u3093\u8d77\u304d\u3084\u3059\u3044\u5931\u6557\u3067\u3059\u3002** \u6d0b\u5ba4\u306e\u5199\u771f\u3068\u3001\u6d0b\u5ba4\u304b\u3089\u30ea\u30d3\u30f3\u30b0\u3092\u898b\u305f\u5199\u771f\u306b\u540c\u3058\u30a8\u30a2\u30b3\u30f3\u304c\u5199\u308b\u3068\u3001AI\u306f\u300c2\u53f0\u300d\u3068\u6570\u3048\u307e\u3059\u3002**\u53f0\u6570\u306f\u5408\u8a08\u3055\u305b\u305a\u3001\u5199\u771f\u3054\u3068\u306b\u300c\u3069\u306e\u90e8\u5c4b\u306e\u5199\u771f\u306b\u30a8\u30a2\u30b3\u30f3\u304c\u5199\u3063\u3066\u3044\u308b\u304b\u300d\u3092\u8fd4\u3055\u305b\u3001\u62c5\u5f53\u8005\u304c\u90e8\u5c4b\u306e\u6570\u3068\u7167\u3089\u3057\u307e\u3059\u3002**\n\n### \u30d7\u30ed\u30f3\u30d7\u30c8\u307e\u305f\u306f\u6307\u793a\u5185\u5bb9\u306e\u4f8b\n\n```\n\u3042\u306a\u305f\u306f\u8cc3\u8cb8\u306e\u52df\u96c6\u306e\u62c5\u5f53\u8005\u3092\u624b\u4f1d\u3044\u3001\u5ba4\u5185\u5199\u771f\u306b\u8a2d\u5099\u304c\u5199\u3063\u3066\u3044\u308b\u304b\u3092\u78ba\u304b\u3081\u308b\u4fc2\u3067\u3059\u3002\n\u5199\u771f\u306b\u5199\u3063\u3066\u3044\u308b\u3082\u306e\u3060\u3051\u3092\u6839\u62e0\u306b\u7b54\u3048\u3066\u304f\u3060\u3055\u3044\u3002\u63a8\u6e2c\u3067\u7b54\u3048\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u5199\u771f\u3011\n\u5199\u771f\u3054\u3068\u306b\u756a\u53f7\u3068\u64ae\u3063\u305f\u5834\u6240\u306e\u30e9\u30d9\u30eb\u304c\u3042\u308a\u307e\u3059\u3002\n\u4f8b\uff1a\u5199\u771f1=\u7384\u95a2\u3001\u5199\u771f2=\u6d0b\u5ba41\u3001\u5199\u771f3=\u6d74\u5ba4\u3001\u5199\u771f4=\u6d74\u5ba4\u306e\u5929\u4e95\u3001\u5199\u771f5=\u6d17\u9762\u6240 \u2026\n\n\u3010\u78ba\u304b\u3081\u308b\u8a2d\u5099\u3068\u898b\u5206\u3051\u65b9\u3011\n{\u8a2d\u5099\u306e\u4e00\u89a7\u3068\u3001\u8a2d\u5099\u3054\u3068\u306e\u300c\u5199\u308b\u5199\u771f\u300d\u300c\u898b\u308b\u3082\u306e\u300d}\n\n\u3010\u72b6\u614b\u306e\u9078\u3073\u65b9\u3011\n- visible ...... \u305d\u306e\u8a2d\u5099\u304c\u898b\u3048\u308b\n- not_seen ..... \u305d\u306e\u8a2d\u5099\u304c\u5199\u308b\u306f\u305a\u306e\u5834\u6240\u304c\u5199\u3063\u3066\u3044\u308b\u306e\u306b\u3001\u898b\u5f53\u305f\u3089\u306a\u3044\n- out_of_frame . \u305d\u306e\u8a2d\u5099\u304c\u5199\u308b\u306f\u305a\u306e\u5834\u6240\u304c\u3001\u3069\u306e\u5199\u771f\u306b\u3082\u5199\u3063\u3066\u3044\u306a\u3044\n- uncertain .... \u5199\u3063\u3066\u306f\u3044\u308b\u304c\u3001\u6697\u3044\u30fb\u9060\u3044\u30fb\u3076\u308c\u3066\u3044\u3066\u5224\u65ad\u3067\u304d\u306a\u3044\n\u8ff7\u3063\u305f\u3068\u304d\u306b visible \u3092\u9078\u3070\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u300c\u898b\u308b\u3082\u306e\u300d\u304c\u5199\u3063\u3066\u3044\u306a\u3044\u306e\u306b\u3001\u4ed6\u306e\u3082\u306e\u304b\u3089\u8a2d\u5099\u304c\u3042\u308b\u3068\u63a8\u6e2c\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u6d74\u69fd\u304c\u5199\u3063\u3066\u3044\u308b\u3060\u3051\u3067\u3001\u8ffd\u3044\u711a\u304d\u3092 visible \u306b\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u5199\u308b\u306f\u305a\u306e\u5834\u6240\u304c\u5199\u3063\u3066\u3044\u306a\u3051\u308c\u3070 out_of_frame \u3067\u3059\u3002not_seen \u306b\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u30a8\u30a2\u30b3\u30f3\u306f\u3001\u5199\u771f\u3054\u3068\u306b\u5199\u3063\u3066\u3044\u308b\u304b\u3060\u3051\u3092\u7b54\u3048\u3066\u304f\u3060\u3055\u3044\u3002\u53f0\u6570\u3092\u5408\u8a08\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- visible \u306e\u3068\u304d\u306f\u3001\u6839\u62e0\u306e\u5199\u771f\u756a\u53f7\u3068\u3001\u305d\u306e\u5199\u771f\u306e\u4e2d\u306e\u67a0\u3092\n  [ymin, xmin, ymax, xmax] \u306e\u9806\u3067 0\u301c1000 \u306b\u6b63\u898f\u5316\u3057\u3066\u8fd4\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u8a2d\u5099\u304c\u4f7f\u3048\u308b\u304b\u3001\u65b0\u3057\u3044\u304b\u3001\u304d\u308c\u3044\u304b\u306f\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u4eba\u30fb\u8868\u672d\u30fb\u90f5\u4fbf\u7269\u306a\u3069\u3001\u8a2d\u5099\u3067\u306a\u3044\u3082\u306e\u306b\u3064\u3044\u3066\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u78ba\u304b\u3081\u308b\u8a2d\u5099\u306e\u4e00\u89a7\u306b\u7121\u3044\u8a2d\u5099\u304c\u5199\u3063\u3066\u3044\u3066\u3082\u3001\u3053\u3053\u3067\u306f\u7b54\u3048\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u305f\u3060\u3057\u3001extra_findings \u306b\u540d\u524d\u3068\u5199\u771f\u756a\u53f7\u3060\u3051\u3092\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n```\n\n**\u300c\u6d74\u69fd\u304c\u5199\u3063\u3066\u3044\u308b\u3060\u3051\u3067\u3001\u8ffd\u3044\u711a\u304d\u3092 visible \u306b\u3057\u306a\u3044\u300d\u3068\u5177\u4f53\u7684\u306b\u66f8\u304f\u306e\u306f\u3001AI\u304c\u300c\u6d74\u5ba4\u304c\u3042\u308c\u3070\u666e\u901a\u306f\u4ed8\u3044\u3066\u3044\u308b\u300d\u3068\u3044\u3046\u77e5\u8b58\u3067\u57cb\u3081\u308b\u304b\u3089\u3067\u3059\u3002** \u62bd\u8c61\u7684\u306b\u300c\u63a8\u6e2c\u3057\u306a\u3044\u300d\u3068\u66f8\u304f\u3060\u3051\u3067\u306f\u6b62\u307e\u308a\u307e\u305b\u3093\u3002**\u8a2d\u5099\u3054\u3068\u306b\u3001\u4f55\u304c\u898b\u3048\u305f\u3089 visible \u304b\u3092\u898b\u5206\u3051\u65b9\u306e\u4e00\u89a7\u3067\u6e21\u3057\u3001\u305d\u306e\u5916\u306e\u63a8\u6e2c\u3092\u7981\u3058\u307e\u3059\u3002**\n\n**`extra_findings` \u3092\u7f6e\u304f\u306e\u306f\u3001\u7b2c3\u7ae0\u306e\uff08c\uff09\u3092\u62fe\u3046\u305f\u3081\u3067\u3059\u3002** \u8a2d\u5099\u6b04\u306b\u7121\u3044\u6e29\u6c34\u6d17\u6d44\u4fbf\u5ea7\u304c\u5199\u3063\u3066\u3044\u308c\u3070\u3001\u540d\u524d\u3068\u5199\u771f\u756a\u53f7\u3060\u3051\u304c\u8fd4\u308a\u307e\u3059\u3002**\u7167\u5408\u306e\u4e00\u89a7\u306b\u5165\u308c\u305a\u5225\u306b\u51fa\u3055\u305b\u308b\u306e\u306f\u3001\u78ba\u304b\u3081\u308b\u8a2d\u5099\u306e\u5224\u5b9a\u304c\u3001\u4e00\u89a7\u306b\u7121\u3044\u8a2d\u5099\u306b\u5f15\u3063\u5f35\u3089\u308c\u306a\u3044\u3088\u3046\u306b\u3059\u308b\u305f\u3081\u3067\u3059\u3002**\n\n### \u51fa\u529b\u5f62\u5f0f\n\n**\u6b21\u306e\u5f62\u306e JSON \u3067\u53d7\u3051\u53d6\u308a\u307e\u3059\u3002** `status` \u306f `enum` \u30674\u3064\u306b\u7d5e\u308a\u307e\u3059\u3002\n\n```json\n{\n  \"property_id\": \"\",\n  \"equipment\": [\n    {\n      \"name\": \"\u6d74\u5ba4\u4e7e\u71e5\u6a5f\",\n      \"status\": \"visible | not_seen | out_of_frame | uncertain\",\n      \"photos\": [\n        { \"photo_no\": 4, \"box_2d\": [120, 380, 260, 640], \"seen\": \"\u5929\u4e95\u306e\u63db\u6c17\u4e7e\u71e5\u6a5f\u306e\u672c\u4f53\" }\n      ],\n      \"note\": \"\"\n    }\n  ],\n  \"aircon_by_photo\": [\n    { \"photo_no\": 2, \"room_label\": \"\u6d0b\u5ba41\", \"visible\": true }\n  ],\n  \"extra_findings\": [\n    { \"name\": \"\u6e29\u6c34\u6d17\u6d44\u4fbf\u5ea7\", \"photo_no\": 7 }\n  ]\n}\n```\n\n**\u7167\u5408\u306f\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u884c\u3044\u307e\u3059\u3002** AI\u306e `status` \u3068\u8a2d\u5099\u6b04\u306e\u300c\u3042\u308a\uff0f\u306a\u3057\u300d\u3092\u4e26\u3079\u3001\u6b21\u306e\u898f\u5247\u30674\u3064\u306b\u5206\u3051\u307e\u3059\u3002\n\n| \u8a2d\u5099\u6b04 | AI\u306e\u72b6\u614b | \u7167\u5408\u306e\u7d50\u679c | \u62c5\u5f53\u8005\u304c\u3059\u308b\u3053\u3068 |\n|:--|:--|:--|:--|\n| \u3042\u308a | `visible` | \u98df\u3044\u9055\u3044\u306a\u3057 | \u6d41\u3057\u898b |\n| \u3042\u308a | `not_seen` | **\u56f3\u9762\u306b\u3042\u308b\u304c\u898b\u5f53\u305f\u3089\u306a\u3044** | \u5199\u771f\u3067\u78ba\u304b\u3081\u3001\u7ba1\u7406\u62c5\u5f53\u306b\u805e\u304f\u304b\u73fe\u5730\u3067\u898b\u308b |\n| \u3042\u308a | `out_of_frame` | \u64ae\u5f71\u7bc4\u56f2\u5916 | \u64ae\u308a\u8db3\u3059\u304b\u3001\u524d\u56de\u304b\u3089\u306e\u5909\u66f4\u304c\u7121\u3044\u3053\u3068\u3092\u7ba1\u7406\u62c5\u5f53\u306b\u78ba\u304b\u3081\u308b |\n| \u306a\u3057 | `visible` | **\u5199\u771f\u306b\u3042\u308b\u304c\u56f3\u9762\u306b\u7121\u3044** | \u5199\u771f\u3067\u78ba\u304b\u3081\u3001\u8a2d\u5099\u6b04\u306b\u8db3\u3059 |\n| \u3069\u3061\u3089\u3067\u3082 | `uncertain` | \u5224\u65ad\u3067\u304d\u306a\u3044 | \u5199\u771f\u3067\u78ba\u304b\u3081\u308b |\n\n**1\u3064\u76ee\u306e\u7406\u7531\u306f\u3001\u7167\u5408\u306e\u898f\u5247\u3092AI\u306e\u5916\u306b\u7f6e\u3051\u308b\u3053\u3068\u3067\u3059\u3002** \u8a2d\u5099\u6b04\u306e\u9805\u76ee\u304c\u5897\u3048\u3066\u3082\u3001\u7167\u5408\u306e\u898f\u5247\u306f\u8868\u306e\u307e\u307e\u5909\u308f\u308a\u307e\u305b\u3093\u3002**AI\u306b\u306f\u5199\u771f\u306e\u3053\u3068\u3060\u3051\u3092\u805e\u304d\u3001\u8a2d\u5099\u6b04\u306e\u3053\u3068\u306f\u805e\u304d\u307e\u305b\u3093\u3002**\n\n**2\u3064\u76ee\u306f\u3001`box_2d` \u3067\u78ba\u304b\u3081\u304c\u901f\u304f\u306a\u308b\u3053\u3068\u3067\u3059\u3002** \u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u5ea7\u6a19\u3092\u5143\u306e\u753b\u50cf\u306e\u5927\u304d\u3055\u306b\u623b\u3057\u3066\u67a0\u3092\u63cf\u304f\u306e\u3067\u3001\u62c5\u5f53\u8005\u306f**\u67a0\u306e\u4e2d\u3092\u898b\u308b\u3060\u3051**\u3067\u3001AI\u304c\u4f55\u3092\u898b\u3066\u300c\u898b\u3048\u308b\u300d\u3068\u3057\u305f\u304b\u304c\u5206\u304b\u308a\u307e\u3059\u3002\n\n**3\u3064\u76ee\u306f\u3001\u30a8\u30a2\u30b3\u30f3\u306e\u53f0\u6570\u3092\u4eba\u304c\u6570\u3048\u3089\u308c\u308b\u3053\u3068\u3067\u3059\u3002** `aircon_by_photo` \u3092\u90e8\u5c4b\u306e\u30e9\u30d9\u30eb\u3067\u307e\u3068\u3081\u308b\u3068\u3001\u300c\u6d0b\u5ba41\u3068 LDK \u306b\u5199\u3063\u3066\u3044\u308b\u3001\u6d0b\u5ba42\u306e\u5199\u771f\u306b\u306f\u5199\u3063\u3066\u3044\u306a\u3044\u300d\u304c\u5206\u304b\u308a\u307e\u3059\u3002**\u8a2d\u5099\u6b04\u306e\u300c\u30a8\u30a2\u30b3\u30f32\u53f0\u300d\u3068\u7167\u3089\u3059\u306e\u306f\u3001\u62c5\u5f53\u8005\u3067\u3059\u3002**\n\n\u69cb\u6587\u3068\u3057\u3066\u6b63\u3057\u3044 JSON \u3067\u3082\u3001\u5024\u306e\u691c\u8a3c\u306f\u30d7\u30ed\u30b0\u30e9\u30e0\u3067\u884c\u3044\u307e\u3059\u3002**`photo_no` \u304c\u6e21\u3057\u305f\u5199\u771f\u306e\u756a\u53f7\u306e\u7bc4\u56f2\u306b\u3042\u308b\u304b\u3001`box_2d` \u306e\u5024\u304c 0\u301c1000 \u306b\u53ce\u307e\u308a\u3001\u4e0a\u4e0b\u30fb\u5de6\u53f3\u306e\u9806\u304c\u9006\u3067\u306a\u3044\u304b**\u3092\u78ba\u304b\u3081\u3001\u5916\u308c\u305f\u884c\u306f `uncertain` \u3068\u3057\u3066\u6271\u3044\u307e\u3059\u3002\n\n### \u30b7\u30b9\u30c6\u30e0\u9023\u643a\n\n| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u8cc3\u8cb8\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0 | CSV \u306e\u66f8\u304d\u51fa\u3057\uff08\u8aad\u3080\u3060\u3051\uff09 | \u300c\u63b2\u8f09\u6e96\u5099\u300d\u306e\u7269\u4ef6\u306e\u8a2d\u5099\u6b04 |\n| \u7269\u4ef6\u3054\u3068\u306e\u30d5\u30a9\u30eb\u30c0 | \u30d5\u30a1\u30a4\u30eb\u306e\u8aad\u307f\u8fbc\u307f | \u5ba4\u5185\u5199\u771f\u3068\u30e9\u30d9\u30eb |\n| Gemini API | Interactions \u306e REST \u547c\u3073\u51fa\u3057 | \u8a2d\u5099\u3054\u3068\u306e\u72b6\u614b\u3068\u6839\u62e0\u306e\u5199\u771f\u30fb\u4f4d\u7f6e |\n| \u78ba\u8a8d\u7528\u306e\u4e00\u89a7 | Python \u3067\u4f5c\u308b\uff08\u7269\u4ef6\u3054\u3068\u306e HTML \u304b\u8868\uff09 | \u7167\u5408\u306e\u7d50\u679c\u3068\u67a0\u3092\u63cf\u3044\u305f\u5199\u771f |\n| \u62c5\u5f53\u8005\u3078\u306e\u77e5\u3089\u305b | \u793e\u5185\u306e\u30c1\u30e3\u30c3\u30c8 | \u4e00\u89a7\u304c\u3067\u304d\u305f\u3053\u3068\u3001\u98df\u3044\u9055\u3044\u306e\u3042\u308b\u7269\u4ef6\u306e\u6570 |\n\n**\u8cc3\u8cb8\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u3078\u306f\u66f8\u304d\u8fbc\u307f\u307e\u305b\u3093\u3002** \u7167\u5408\u306e\u7d50\u679c\u3067\u8a2d\u5099\u6b04\u3092\u81ea\u52d5\u3067\u76f4\u3059\u3068\u3001`not_seen` \u3092\u300c\u7121\u3044\u300d\u3068\u3057\u3066\u66f8\u304d\u63db\u3048\u3001**\u5199\u3063\u3066\u3044\u306a\u304b\u3063\u305f\u3060\u3051\u306e\u8a2d\u5099\u3092\u6d88\u3059\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002** \u8a2d\u5099\u6b04\u3092\u76f4\u3059\u306e\u306f\u3001\u62c5\u5f53\u8005\u304c\u5199\u771f\u3067\u78ba\u304b\u3081\u305f\u5f8c\u3067\u3059\u3002\n\n**\u30dd\u30fc\u30bf\u30eb\u30b5\u30a4\u30c8\u3078\u306e\u63b2\u8f09\u306b\u3082\u3001\u3053\u306e\u69cb\u6210\u306f\u3064\u306a\u304e\u307e\u305b\u3093\u3002** \u63b2\u8f09\u306f\u3001\u62c5\u5f53\u8005\u304c\u78ba\u304b\u3081\u7d42\u3048\u305f\u7269\u4ef6\u3060\u3051\u3092\u3001\u3053\u308c\u307e\u3067\u3069\u304a\u308a\u306e\u624b\u9806\u3067\u884c\u3044\u307e\u3059\u3002\n\n### \u4eba\u9593\u306e\u78ba\u8a8d\n\n**\u62c5\u5f53\u8005\u304c\u898b\u308b\u306e\u306f\u3001\u98df\u3044\u9055\u3044\u306e\u884c\u3060\u3051\u3067\u3059\u3002**\n\n1. **\u300c\u56f3\u9762\u306b\u3042\u308b\u304c\u898b\u5f53\u305f\u3089\u306a\u3044\u300d\u3092\u5148\u306b\u898b\u308b** \u2026 \u67a0\u306e\u7121\u3044\u5199\u771f\u3067\u3001\u672c\u5f53\u306b\u8a2d\u5099\u304c\u7121\u3044\u304b\u3092\u898b\u307e\u3059\u3002**\u5199\u771f\u306e\u7aef\u306b\u5199\u3063\u3066\u3044\u306a\u3044\u304b\u3001\u5225\u306e\u5199\u771f\u306b\u5199\u3063\u3066\u3044\u306a\u3044\u304b**\u3092\u78ba\u304b\u3081\u307e\u3059\u3002\u7121\u3051\u308c\u3070\u7ba1\u7406\u62c5\u5f53\u306b\u3001\u64a4\u53bb\u3084\u4ea4\u63db\u306e\u8a18\u9332\u304c\u7121\u3044\u304b\u3092\u805e\u304d\u307e\u3059\n2. **\u300c\u5199\u771f\u306b\u3042\u308b\u304c\u56f3\u9762\u306b\u7121\u3044\u300d\u3092\u898b\u308b** \u2026 \u67a0\u306e\u4e2d\u304c\u672c\u5f53\u306b\u305d\u306e\u8a2d\u5099\u304b\u3092\u898b\u307e\u3059\u3002**\u5f8c\u4ed8\u3051\u306e\u8a2d\u5099\u304c\u5165\u5c45\u8005\u306e\u6301\u3061\u7269\u3067\u306a\u3044\u304b**\uff08\u9000\u53bb\u6642\u306b\u6b8b\u3055\u308c\u305f\u6e29\u6c34\u6d17\u6d44\u4fbf\u5ea7\u306a\u3069\uff09\u3092\u7ba1\u7406\u62c5\u5f53\u306b\u78ba\u304b\u3081\u307e\u3059\n3. **\u300c\u64ae\u5f71\u7bc4\u56f2\u5916\u300d\u3092\u898b\u308b** \u2026 \u64ae\u308a\u8db3\u3059\u304b\u3001\u524d\u56de\u306e\u52df\u96c6\u304b\u3089\u8a2d\u5099\u306e\u5909\u66f4\u304c\u7121\u3044\u3053\u3068\u3092\u7ba1\u7406\u62c5\u5f53\u306e\u8a18\u9332\u3067\u78ba\u304b\u3081\u307e\u3059\n4. **\u30a8\u30a2\u30b3\u30f3\u306e\u53f0\u6570\u3092\u898b\u308b** \u2026 `aircon_by_photo` \u306e\u90e8\u5c4b\u3054\u3068\u306e\u6709\u7121\u3068\u3001\u8a2d\u5099\u6b04\u306e\u53f0\u6570\u3092\u7167\u3089\u3057\u307e\u3059\n5. **\u76f4\u3057\u305f\u3089\u8a18\u9332\u3059\u308b** \u2026 \u3069\u306e\u8a2d\u5099\u3092\u3001\u3069\u3046\u76f4\u3057\u305f\u304b\u3001\u6839\u62e0\u306f\u5199\u771f\u304b\u7ba1\u7406\u62c5\u5f53\u306e\u8a18\u9332\u304b\n\n**2\u756a\u76ee\u306e\u300c\u5165\u5c45\u8005\u306e\u6301\u3061\u7269\u300d\u3092\u898b\u843d\u3068\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u524d\u306e\u5165\u5c45\u8005\u304c\u4ed8\u3051\u305f\u307e\u307e\u9000\u53bb\u3057\u305f\u8a2d\u5099\u306f\u3001\u5199\u771f\u306b\u306f\u5199\u308a\u307e\u3059\u304c\u3001**\u8cb8\u4e3b\u306e\u8a2d\u5099\u3068\u3057\u3066\u8f09\u305b\u3066\u3088\u3044\u304b\u306f\u3001\u8cb8\u4e3b\u3068\u7ba1\u7406\u62c5\u5f53\u304c\u6c7a\u3081\u308b\u3053\u3068\u3067\u3059\u3002**\n\n**\u76ee\u6a19\u306f\u3001200\u90e8\u5c4b\u3092\u306a\u3089\u3057\u30661\u90e8\u5c4b6\u5206\u3067\u3059\u3002** \u98df\u3044\u9055\u3044\u306e\u7121\u3044\u90e8\u5c4b\u306f\u4e00\u89a7\u3092\u6d41\u3057\u898b\u30661\u301c2\u5206\u3001\u98df\u3044\u9055\u3044\u306e\u3042\u308b\u90e8\u5c4b\u306f\u5199\u771f\u3068\u8a18\u9332\u3092\u78ba\u304b\u3081\u306610\u5206\u524d\u5f8c\u304b\u304b\u308a\u307e\u3059\u3002\n\n### \u4f8b\u5916\u51e6\u7406\n\n| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u64ae\u308b\u5834\u6240\u306e\u5199\u771f\u304c\u305d\u308d\u3063\u3066\u3044\u306a\u3044 | \u305d\u306e\u5834\u6240\u306e\u8a2d\u5099\u3092 `out_of_frame` \u306b\u3057\u3066\u6e21\u3055\u306a\u3044\u3002\u64ae\u308a\u8db3\u3057\u3092\u4fc3\u3059 |\n| \u30ea\u30af\u30a8\u30b9\u30c8\u304c20MB\u3092\u8d85\u3048\u308b | \u5199\u771f\u3092\u7e2e\u5c0f\u3057\u76f4\u3059\u304b\u3001Files API \u3067\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3057\u3066\u304b\u3089\u53c2\u7167\u3059\u308b |\n| \u5199\u771f\u306e\u5411\u304d\u304c\u56de\u8ee2\u306e\u60c5\u5831\u3060\u3051\u3067\u76f4\u3063\u3066\u3044\u308b | \u753b\u7d20\u3092\u56de\u8ee2\u3055\u305b\u3066\u304b\u3089\u6e21\u3059\u3002\u67a0\u304c\u305a\u308c\u305f\u5199\u771f\u306f `uncertain` \u306b |\n| `box_2d` \u304c\u7bc4\u56f2\u5916\u30fb\u9806\u304c\u9006 | \u305d\u306e\u884c\u3092 `uncertain` \u3068\u3057\u3066\u6271\u3044\u3001\u5199\u771f\u3067\u78ba\u304b\u3081\u308b |\n| \u6697\u3044\u30fb\u3076\u308c\u305f\u5199\u771f\u304c\u591a\u3044 | \u64ae\u308a\u76f4\u3057\u3002\u64ae\u5f71\u306e\u624b\u9806\u3092\u898b\u76f4\u3059 |\n| \u4eba\u3084\u8868\u672d\u304c\u5199\u3063\u3066\u3044\u308b | \u5370\u3092\u4ed8\u3051\u3066\u6e21\u3055\u306a\u3044\u3002\u63b2\u8f09\u306b\u3082\u4f7f\u308f\u306a\u3044 |\n| \u30e9\u30d9\u30eb\u306e\u7121\u3044\u5199\u771f | \u300c\u305d\u306e\u4ed6\u300d\u3068\u3057\u3066\u6e21\u3059\u3002\u591a\u3044\u5834\u5408\u306f\u62c5\u5f53\u8005\u304c\u30e9\u30d9\u30eb\u3092\u4ed8\u3051\u76f4\u3059 |\n| API \u304c\u5fdc\u7b54\u3057\u306a\u3044\u30fb\u4e0a\u9650\u306b\u5f53\u305f\u308b | \u7269\u4ef6\u3092\u300c\u63b2\u8f09\u6e96\u5099\u300d\u306e\u307e\u307e\u6b8b\u3057\u3001\u6b21\u306e\u56de\u3067\u51e6\u7406\u3059\u308b |\n| \u7167\u5408\u3059\u308b\u8a2d\u5099\u306e\u540d\u524d\u304c CSV \u3068\u5408\u308f\u306a\u3044 | \u5bfe\u5fdc\u8868\u306b\u8db3\u3059\u3002\u8db3\u3059\u307e\u3067\u306f\u305d\u306e\u8a2d\u5099\u3092\u7167\u5408\u3057\u306a\u3044 |\n\n**\u4e0a\u306e2\u884c\u3068\u300c\u6697\u3044\u30fb\u3076\u308c\u305f\u5199\u771f\u300d\u304c\u5927\u534a\u3092\u5360\u3081\u307e\u3059\u3002** \u3069\u308c\u3082AI\u306e\u554f\u984c\u3067\u306f\u306a\u304f\u3001**\u64ae\u308a\u65b9\u306e\u554f\u984c\u3067\u3059\u3002** \u64ae\u308b\u5834\u6240\u306e\u4e00\u89a7\u3092\u62c5\u5f53\u8005\u304c\u6301\u3061\u6b69\u3051\u308b\u3088\u3046\u306b\u3059\u308b\u307b\u3046\u304c\u3001\u6307\u793a\u3092\u76f4\u3059\u3088\u308a\u52b9\u304d\u307e\u3059\u3002\n\n### \u4fdd\u5b58\u30fb\u30ed\u30b0\n\n- \u7269\u4ef6\u756a\u53f7\u3001\u51e6\u7406\u65e5\u6642\u3001\u6e21\u3057\u305f\u5199\u771f\u306e\u756a\u53f7\u3068\u30e9\u30d9\u30eb\u306e\u5bfe\u5fdc\n- **AI\u304c\u8fd4\u3057\u305f JSON \u306e\u5168\u6587**\n- **\u305d\u306e\u3068\u304d\u306e\u8a2d\u5099\u6b04\uff08CSV \u306e\u8a72\u5f53\u884c\uff09**\n- \u7167\u5408\u306e\u7d50\u679c\u3068\u3001\u67a0\u3092\u63cf\u3044\u305f\u78ba\u8a8d\u7528\u306e\u5199\u771f\n- \u62c5\u5f53\u8005\u304c\u76f4\u3057\u305f\u8a2d\u5099\u3068\u3001\u6839\u62e0\uff08\u5199\u771f\u304b\u3001\u7ba1\u7406\u62c5\u5f53\u306e\u8a18\u9332\u304b\uff09\n- \u64ae\u308a\u8db3\u3057\u3092\u983c\u3093\u3060\u7269\u4ef6\u3068\u3001\u64ae\u308a\u8db3\u3057\u305f\u65e5\n\n**3\u3064\u76ee\u3067\u300c\u305d\u306e\u3068\u304d\u306e\u8a2d\u5099\u6b04\u300d\u3092\u6b8b\u3059\u306e\u306f\u3001\u8a2d\u5099\u6b04\u304c\u5f8c\u304b\u3089\u76f4\u3055\u308c\u308b\u305f\u3081\u3067\u3059\u3002** \u5185\u898b\u3067\u7533\u3057\u51fa\u304c\u3042\u3063\u305f\u3068\u304d\u306b\u3001**\u63b2\u8f09\u306e\u6642\u70b9\u3067\u8a2d\u5099\u6b04\u304c\u4f55\u3060\u3063\u305f\u304b\u3001\u5199\u771f\u3067\u4f55\u304c\u898b\u3048\u3066\u3044\u305f\u304b**\u3092\u4e26\u3079\u3066\u78ba\u304b\u3081\u3089\u308c\u307e\u3059\u3002\n\n**\u76f4\u3057\u305f\u8a18\u9332\u306f\u3001\u8a2d\u5099\u3054\u3068\u306b\u6570\u3048\u307e\u3059\u3002** \u300c\u6d74\u5ba4\u4e7e\u71e5\u6a5f\u306e `not_seen` \u304c\u591a\u3044\u300d\u306a\u3089\u3001\u6d74\u5ba4\u306e\u5929\u4e95\u3092\u64ae\u3063\u3066\u3044\u306a\u3044\u304b\u3001\u4e7e\u71e5\u6a5f\u306e\u64a4\u53bb\u304c\u7269\u4ef6\u60c5\u5831\u306b\u53cd\u6620\u3055\u308c\u3066\u3044\u306a\u3044\u304b\u306e\u3069\u3061\u3089\u304b\u3067\u3059\u3002","minimal_setup":"1. \u5148\u6708\u63b2\u8f09\u3057\u305f\u7269\u4ef6\u304b\u308920\u90e8\u5c4b\u3092\u9078\u3076\uff08**\u3046\u3061\u6570\u90e8\u5c4b\u306f\u3001\u5185\u898b\u3067\u8a2d\u5099\u306e\u7533\u3057\u51fa\u304c\u3042\u3063\u305f\u3082\u306e\u3092\u5165\u308c\u308b**\uff09\n2. 20\u90e8\u5c4b\u306e\u5199\u771f\u3068\u3001\u63b2\u8f09\u3057\u305f\u3068\u304d\u306e\u8a2d\u5099\u6b04\u3092\u7528\u610f\u3059\u308b\n3. \u6709\u6599\u306e\u67a0\u306e Gemini API \u306b\u30011\u90e8\u5c4b\u5206\u306e\u5199\u771f\u3068\u7b2c7\u7ae0\u306e\u6307\u793a\u3092\u9001\u308b\u77ed\u3044\u30b9\u30af\u30ea\u30d7\u30c8\u3067\u3001\u8a2d\u5099\u3054\u3068\u306e\u72b6\u614b\u3092\u8fd4\u3055\u305b\u308b\n4. \u8fd4\u3063\u305f\u72b6\u614b\u3068\u3001\u63b2\u8f09\u3057\u305f\u3068\u304d\u306e\u8a2d\u5099\u6b04\u3001\u5b9f\u969b\u306e\u8a2d\u5099\u3092\u4e26\u3079\u308b\n5. `not_seen` \u3068 `out_of_frame` \u3092\u53d6\u308a\u9055\u3048\u3066\u3044\u306a\u3044\u304b\u3092\u6570\u3048\u308b\n\n**20\u90e8\u5c4b\u306f\u5fc5\u305a\u3084\u3063\u3066\u304f\u3060\u3055\u3044\u3002** \u30d7\u30ed\u30b0\u30e9\u30e0\u3092\u7d44\u3080\u524d\u306b\u3001**\u300c\u5199\u3063\u3066\u3044\u306a\u3044\u300d\u3068\u300c\u7121\u3044\u300d\u3092\u5206\u3051\u3066\u8fd4\u305b\u308b\u304b**\u3092\u78ba\u304b\u3081\u307e\u3059\u3002\u696d\u52d9\u306e\u5199\u771f\u3092\u4f7f\u3046\u306e\u3067\u3001\u8a66\u3059\u3068\u304d\u3082\u6709\u6599\u306e\u67a0\u3067\u884c\u3044\u307e\u3059\u3002\n\n| \u51fa\u3066\u304d\u305f\u5185\u5bb9 | \u5224\u65ad |\n|:--|:--|\n| \u7533\u3057\u51fa\u306e\u3042\u3063\u305f\u90e8\u5c4b\u3067\u3001\u98df\u3044\u9055\u3044\u306e\u8a2d\u5099\u304c `not_seen` \u306b\u306a\u3063\u305f | **\u30d7\u30ed\u30b0\u30e9\u30e0\u3067\u7167\u5408\u3059\u308b\u6bb5\u306b\u9032\u3080** |\n| \u6d74\u69fd\u3060\u3051\u3067\u8ffd\u3044\u711a\u304d\u3092 `visible` \u306b\u3057\u305f | \u898b\u5206\u3051\u65b9\u306e\u4e00\u89a7\u3068\u6307\u793a\u3067\u76f4\u308b\u3002**\u69cb\u6210\u306f\u6709\u52b9** |\n| `out_of_frame` \u304c\u591a\u304f\u3001\u5224\u5b9a\u3067\u304d\u308b\u8a2d\u5099\u304c\u5c11\u306a\u3044 | **\u64ae\u308b\u5834\u6240\u306e\u4e00\u89a7\u304c\u5148\u3002** AI\u306e\u554f\u984c\u3067\u306f\u306a\u3044 |\n| \u540c\u3058\u30a8\u30a2\u30b3\u30f3\u30922\u53f0\u3068\u6570\u3048\u305f | \u53f0\u6570\u3092\u5408\u8a08\u3055\u305b\u306a\u3044\u6307\u793a\u3067\u76f4\u308b |\n\n**3\u884c\u76ee\u304c\u51fa\u308b\u3053\u3068\u306f\u73cd\u3057\u304f\u3042\u308a\u307e\u305b\u3093\u3002** \u3053\u308c\u307e\u3067\u62c5\u5f53\u8005\u304c\u5199\u771f\u3067\u78ba\u304b\u3081\u3066\u3044\u305f\u8a2d\u5099\u306e\u591a\u304f\u304c\u3001**\u5b9f\u306f\u5199\u771f\u3067\u306f\u78ba\u304b\u3081\u3089\u308c\u3066\u3044\u306a\u304b\u3063\u305f**\u3068\u3044\u3046\u3053\u3068\u3067\u3059\u3002\u64ae\u308b\u5834\u6240\u306e\u4e00\u89a7\u3092\u4f5c\u308a\u3001\u6b21\u306e\u6708\u306e\u5199\u771f\u3067\u8a66\u3057\u76f4\u3057\u3066\u304f\u3060\u3055\u3044\u3002","minimal_setup_short":"\u77ed\u3044\u30b9\u30af\u30ea\u30d7\u30c8\u30671\u90e8\u5c4b\u5206\u306e\u5199\u771f\u3068\u6307\u793a\u3092\u9001\u308a\u3001\u8a2d\u5099\u3054\u3068\u306e\u72b6\u614b\u3092\u8fd4\u3055\u305b\u308b \uff0f \u5199\u771f\u304b\u3089\u306e\u8a2d\u5099\u306e\u898b\u5206\u3051","semi_auto_setup":"\u4e0a\u8a18\uff0bPython \u304c\u6bce\u65e5\u300c\u63b2\u8f09\u6e96\u5099\u300d\u306e\u7269\u4ef6\u306e\u5199\u771f\u3068\u8a2d\u5099\u6b04\u3092\u8aad\u307f\u3001Gemini API \u3092\u547c\u3093\u3067\u7167\u5408\u306e\u4e00\u89a7\u3092\u4f5c\u308b \uff0f \u898b\u5206\u3051\u3068\u7167\u5408\u3068\u4e00\u89a7\u3065\u304f\u308a","full_setup":"\u4e0a\u8a18\uff0b\u64ae\u5f71\u306e\u6bb5\u3067\u3001\u64ae\u308b\u5834\u6240\u306e\u4e00\u89a7\u306b\u6cbf\u3063\u3066\u5199\u771f\u304c\u305d\u308d\u3063\u3066\u3044\u308b\u304b\u3092\u305d\u306e\u5834\u3067\u77e5\u3089\u305b\u3001\u7167\u5408\u306e\u7d50\u679c\u3092\u7ba1\u7406\u62c5\u5f53\u306e\u8a2d\u5099\u306e\u8a18\u9332\u3068\u3082\u7a81\u304d\u5408\u308f\u305b\u308b \uff0f \u64ae\u5f71\u304b\u3089\u7167\u5408\u307e\u3067","level_note":"**\u6700\u5c0f\u69cb\u6210\u3067\u306f\u30011\u90e8\u5c4b\u305a\u3064\u9001\u3063\u3066\u7d50\u679c\u3092\u624b\u3067\u4e26\u3079\u308b\u306e\u3067200\u90e8\u5c4b\u306b\u306f\u4f7f\u3048\u307e\u305b\u3093\u3002** \u78ba\u304b\u3081\u308b\u305f\u3081\u306e\u6bb5\u968e\u3067\u3059\u3002\n**\u534a\u81ea\u52d5\u5316\u304c\u3001\u672c\u8a18\u4e8b\u306e\u60f3\u5b9a\u3067\u3059\u3002** 1\u90e8\u5c4b15\u5206\u304c6\u5206\u306b\u306a\u308b\u306e\u306f\u3053\u306e\u6bb5\u968e\u3067\u3059\u3002**\u5199\u771f\u30921\u679a\u305a\u3064\u958b\u304f9\u5206\u304c\u306a\u304f\u306a\u308a\u3001\u98df\u3044\u9055\u3044\u306e\u884c\u3060\u3051\u3092\u78ba\u304b\u3081\u308b\u6642\u9593\u304c\u6b8b\u308a\u307e\u3059\u3002**\n**\u672c\u683c\u69cb\u6210\u306f\u3001\u64ae\u308a\u8db3\u3057\u3092\u6e1b\u3089\u3057\u305f\u3044\u5834\u5408\u3067\u3059\u3002** \u90e8\u5c4b\u306b\u3044\u308b\u3046\u3061\u306b\u300c\u6d74\u5ba4\u306e\u5929\u4e95\u306e\u5199\u771f\u304c\u7121\u3044\u300d\u3068\u5206\u304b\u308c\u3070\u3001**\u64ae\u308a\u8db3\u3057\u306e\u305f\u3081\u306b\u3082\u3046\u4e00\u5ea6\u90e8\u5c4b\u306b\u884c\u304f\u624b\u9593\u304c\u306a\u304f\u306a\u308a\u307e\u3059\u3002** \u305f\u3060\u3057\u3001\u64ae\u5f71\u306e\u7aef\u672b\u3068\u30d7\u30ed\u30b0\u30e9\u30e0\u3092\u3064\u306a\u3050\u4ed5\u7d44\u307f\u304c\u8981\u308a\u3001\u96e3\u6613\u5ea6\u304c\u4e0a\u304c\u308a\u307e\u3059\u3002","troubleshooting":"| \u554f\u984c | \u5bfe\u7b56 |\n|:--|:--|\n| \u5199\u3063\u3066\u3044\u306a\u3044\u3060\u3051\u306e\u8a2d\u5099\u304c\u300c\u7121\u3044\u300d\u306b\u306a\u308b | **`not_seen` \u3068 `out_of_frame` \u3092\u5206\u3051\u308b\u3002** \u64ae\u308b\u5834\u6240\u304c\u305d\u308d\u3063\u3066\u3044\u306a\u3044\u8a2d\u5099\u306f\u5148\u306b\u5916\u3059 |\n| \u6d74\u69fd\u3060\u3051\u3067\u8ffd\u3044\u711a\u304d\u304c\u300c\u898b\u3048\u308b\u300d\u306b\u306a\u308b | \u8a2d\u5099\u3054\u3068\u306b\u898b\u308b\u3082\u306e\u3092\u4e00\u89a7\u3067\u6e21\u3057\u3001\u305d\u306e\u5916\u306e\u63a8\u6e2c\u3092\u7981\u3058\u308b |\n| \u540c\u3058\u30a8\u30a2\u30b3\u30f3\u304c2\u53f0\u306b\u6570\u3048\u3089\u308c\u308b | \u53f0\u6570\u3092\u5408\u8a08\u3055\u305b\u305a\u3001\u5199\u771f\u3054\u3068\u306e\u6709\u7121\u3092\u8fd4\u3055\u305b\u308b |\n| \u67a0\u304c\u5225\u306e\u5834\u6240\u306b\u63cf\u304b\u308c\u308b | \u753b\u7d20\u3092\u56de\u8ee2\u3055\u305b\u3066\u304b\u3089\u6e21\u3057\u3001\u5ea7\u6a19\u3092\u5143\u306e\u5927\u304d\u3055\u306b\u623b\u3059 |\n| \u30ea\u30af\u30a8\u30b9\u30c8\u304c\u5927\u304d\u3059\u304e\u308b | \u7e2e\u5c0f\u3059\u308b\u304b\u3001Files API \u3092\u4f7f\u3046 |\n| \u5165\u5c45\u8005\u304c\u6b8b\u3057\u305f\u8a2d\u5099\u3092\u56f3\u9762\u306b\u8db3\u3059 | \u8cb8\u4e3b\u306e\u8a2d\u5099\u304b\u3092\u7ba1\u7406\u62c5\u5f53\u306b\u78ba\u304b\u3081\u308b |\n| \u30ac\u30b9\u306e\u7a2e\u985e\u307e\u3067\u5199\u771f\u3067\u5224\u5b9a\u3055\u305b\u308b | \u5199\u771f\u3067\u5206\u304b\u3089\u306a\u3044\u8a2d\u5099\u306f\u7167\u5408\u304b\u3089\u5916\u3059 |\n| \u7167\u5408\u306e\u7d50\u679c\u3067\u8a2d\u5099\u6b04\u3092\u81ea\u52d5\u3067\u76f4\u3059 | **\u66f8\u304d\u8fbc\u307e\u306a\u3044\u3002** \u76f4\u3059\u306e\u306f\u62c5\u5f53\u8005 |\n| \u7121\u6599\u306e\u67a0\u3067\u696d\u52d9\u306e\u5199\u771f\u3092\u9001\u308b | \u6709\u6599\u306e\u67a0\u3060\u3051\u3067\u4f7f\u3046 |\n| \u4eba\u3084\u8868\u672d\u304c\u5199\u3063\u305f\u5199\u771f\u3092\u9001\u308b | \u524d\u51e6\u7406\u3067\u5370\u3092\u4ed8\u3051\u3066\u9664\u304f |\n\n**\u4e0a\u306e2\u884c\u304c\u3001\u3053\u306e\u69cb\u6210\u306e\u5931\u6557\u306e\u307b\u3068\u3093\u3069\u3067\u3059\u3002** \u3069\u3061\u3089\u3082\u300c\u5199\u771f\u306b\u7121\u3044\u3082\u306e\u3092\u3069\u3046\u6271\u3046\u304b\u300d\u304b\u3089\u51fa\u3066\u3044\u307e\u3059\u3002**\u64ae\u308b\u5834\u6240\u306e\u4e00\u89a7\u3068\u898b\u5206\u3051\u65b9\u306e\u4e00\u89a7\u306e2\u3064\u3067\u3001AI\u306b\u5224\u5b9a\u3055\u305b\u308b\u7bc4\u56f2\u3092\u5199\u771f\u306b\u5199\u308b\u3082\u306e\u3060\u3051\u306b\u7d5e\u308a\u307e\u3059\u3002**","governance_notes":"**\u3053\u306e\u69cb\u6210\u3067\u6271\u3046\u30c7\u30fc\u30bf\uff1a** \u7a7a\u5ba4\u306e\u5ba4\u5185\u5199\u771f\u3001\u7269\u4ef6\u306e\u6240\u5728\u3068\u90e8\u5c4b\u756a\u53f7\u3001\u8a2d\u5099\u306e\u60c5\u5831\u3067\u3059\u3002\u7a7a\u5ba4\u306e\u5199\u771f\u306a\u306e\u3067\u500b\u4eba\u306e\u60c5\u5831\u306f\u591a\u304f\u3042\u308a\u307e\u305b\u3093\u304c\u3001**\u7a93\u306e\u5916\u306e\u96a3\u5bb6\u3001\u8868\u672d\u3001\u90f5\u4fbf\u7269\u3001\u64ae\u5f71\u3057\u305f\u62c5\u5f53\u8005\u306e\u6620\u308a\u8fbc\u307f**\u304c\u5165\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\n\n1. **\u6709\u6599\u306e\u67a0\u3067\u4f7f\u3046** \u2026 Gemini API \u306e\u898f\u7d04\u3067\u306f\u3001\u6709\u6599\u306e\u30b5\u30fc\u30d3\u30b9\u3067\u306f\u30d7\u30ed\u30f3\u30d7\u30c8\u3068\u5fdc\u7b54\u304c\u88fd\u54c1\u306e\u6539\u5584\u306b\u4f7f\u308f\u308c\u306a\u3044\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u696d\u52d9\u306e\u5199\u771f\u306f\u6709\u6599\u306e\u67a0\u3060\u3051\u3067\u9001\u308a\u307e\u3059**\n2. **\u4eba\u3084\u8868\u672d\u304c\u5199\u3063\u305f\u5199\u771f\u3092\u6e21\u3055\u306a\u3044** \u2026 \u524d\u51e6\u7406\u3067\u5370\u3092\u4ed8\u3051\u3066\u9664\u304d\u307e\u3059\u3002**\u63b2\u8f09\u306b\u4f7f\u308f\u306a\u3044\u5199\u771f\u306f\u3001AI\u306b\u3082\u6e21\u3057\u307e\u305b\u3093**\n3. **\u8a2d\u5099\u306e\u8868\u793a\u306e\u8aa4\u308a\u306f\u5e83\u544a\u306e\u554f\u984c\u306b\u306a\u308b** \u2026 \u4e0d\u52d5\u7523\u306e\u8868\u793a\u306b\u95a2\u3059\u308b\u516c\u6b63\u7af6\u4e89\u898f\u7d04\u306f\u3001**\u5efa\u7269\u306b\u4ed8\u5c5e\u3059\u308b\u8a2d\u5099\u306b\u3064\u3044\u3066\u3001\u5b9f\u969b\u306e\u3082\u306e\u3088\u308a\u3082\u512a\u826f\u3067\u3042\u308b\u3068\u8aa4\u8a8d\u3055\u308c\u308b\u304a\u305d\u308c\u306e\u3042\u308b\u8868\u793a**\u3092\u3057\u3066\u306f\u306a\u3089\u306a\u3044\u3068\u3057\u3001\u65bd\u884c\u898f\u5247\u3067\u306f**\u5b85\u5730\u53c8\u306f\u5efa\u7269\u306e\u5199\u771f\u306f\u53d6\u5f15\u3059\u308b\u3082\u306e\u3092\u8868\u793a\u3059\u308b**\u3053\u3068\u3068\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u69cb\u6210\u306f\u98df\u3044\u9055\u3044\u3092\u62fe\u3046\u3060\u3051\u3067\u3001**\u8868\u793a\u306e\u30eb\u30fc\u30eb\u306b\u5408\u3046\u304b\u306e\u5224\u65ad\u306f\u3001\u62c5\u5f53\u8005\u3068\u793e\u5185\u306e\u5e83\u544a\u306e\u8cac\u4efb\u8005\u304c\u884c\u3044\u307e\u3059**\n4. **\u8a2d\u5099\u6b04\u3092\u81ea\u52d5\u3067\u76f4\u3055\u306a\u3044** \u2026 `not_seen` \u3092\u81ea\u52d5\u3067\u53cd\u6620\u3059\u308b\u3068\u3001\u3042\u308b\u306f\u305a\u306e\u8a2d\u5099\u3092\u6d88\u3059\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002**\u8aa4\u3063\u3066\u6d88\u3057\u305f\u8a2d\u5099\u3082\u3001\u8aa4\u3063\u3066\u8db3\u3057\u305f\u8a2d\u5099\u3082\u3001\u3069\u3061\u3089\u3082\u8868\u793a\u306e\u8aa4\u308a\u3067\u3059**\n5. **\u5165\u5c45\u8005\u306e\u6301\u3061\u7269\u3092\u8cb8\u4e3b\u306e\u8a2d\u5099\u3068\u3057\u3066\u8f09\u305b\u306a\u3044** \u2026 \u5199\u771f\u306b\u5199\u3063\u3066\u3044\u3066\u3082\u3001\u8cb8\u4e3b\u306e\u8a2d\u5099\u304b\u306f\u7ba1\u7406\u306e\u8a18\u9332\u3067\u6c7a\u307e\u308a\u307e\u3059\n6. **\u5199\u771f\u306e\u4fdd\u5b58\u671f\u9593\u3092\u6c7a\u3081\u308b** \u2026 \u52df\u96c6\u304c\u7d42\u308f\u3063\u305f\u5199\u771f\u3068\u7167\u5408\u306e\u8a18\u9332\u3092\u3001\u3044\u3064\u307e\u3067\u6b8b\u3059\u304b\u3092\u6c7a\u3081\u307e\u3059\n\n\u8aa4\u308a\u304c\u8d77\u304d\u305f\u5834\u5408\u306e\u30ea\u30b9\u30af\u306f\u3001**\u7121\u3044\u8a2d\u5099\u3092\u8f09\u305b\u308b\u3053\u3068\u3068\u3001\u3042\u308b\u8a2d\u5099\u3092\u6d88\u3059\u3053\u3068\u306e2\u3064\u3067\u3059\u3002** \u524d\u8005\u306f `visible` \u306e\u63a8\u6e2c\u3067\u8d77\u304d\u3001\u5f8c\u8005\u306f `not_seen` \u3068 `out_of_frame` \u306e\u53d6\u308a\u9055\u3048\u3067\u8d77\u304d\u307e\u3059\u3002**\u3069\u3061\u3089\u3082\u898b\u5206\u3051\u65b9\u306e\u4e00\u89a7\u3068\u3001\u64ae\u308b\u5834\u6240\u306e\u4e00\u89a7\u3067\u6b62\u3081\u307e\u3059\u3002**","recommended_for":"\u7ba1\u7406\u7269\u4ef6\u3084\u5143\u4ed8\u3051\u306e\u7269\u4ef6\u306e\u7a7a\u5ba4\u3092\u6bce\u6708\u307e\u3068\u307e\u3063\u3066\u52df\u96c6\u3057\u3001\u64ae\u5f71\u3057\u305f\u5ba4\u5185\u5199\u771f\u3068\u52df\u96c6\u56f3\u9762\u30fb\u7269\u4ef6\u60c5\u5831\u306e\u8a2d\u5099\u6b04\u3092\u3001\u63b2\u8f09\u524d\u306b\u62c5\u5f53\u8005\u304c\u76ee\u3067\u7167\u3089\u3057\u3066\u3044\u308b\u8cc3\u8cb8\u4ef2\u4ecb\u30fb\u7ba1\u7406\u4f1a\u793e\u3002\u8a2d\u5099\u306e\u8a18\u8f09\u306e\u8aa4\u308a\u3067\u3001\u5185\u898b\u3084\u5165\u5c45\u5f8c\u306b\u300c\u66f8\u3044\u3066\u3042\u3063\u305f\u8a2d\u5099\u304c\u7121\u3044\u300d\u3068\u3044\u3046\u7533\u3057\u51fa\u3092\u53d7\u3051\u305f\u3053\u3068\u304c\u3042\u308b\u5834\u5408\u3002\u7269\u4ef6\u3054\u3068\u306e\u5199\u771f\u304c\u5171\u6709\u306e\u30d5\u30a9\u30eb\u30c0\u306b\u307e\u3068\u307e\u308a\u3001\u8a2d\u5099\u6b04\u3092\u4e00\u89a7\u3067\u66f8\u304d\u51fa\u305b\u308b\u5834\u5408\u3002","not_recommended_for":"\u52df\u96c6\u3059\u308b\u7a7a\u5ba4\u304c\u6708\u306b\u6570\u4ef6\u3067\u3001\u62c5\u5f53\u8005\u304c\u5199\u771f\u3092\u898b\u306a\u304c\u3089\u7167\u3089\u3057\u3066\u8db3\u308a\u308b\u5834\u5408\u3002\u5ba4\u5185\u306e\u5199\u771f\u3092\u64ae\u3089\u305a\u306b\u52df\u96c6\u3057\u3066\u3044\u308b\u5834\u5408\u3001\u307e\u305f\u306f\u5199\u771f\u3092\u5916\u90e8\u306b\u64ae\u5f71\u3092\u983c\u307f\u3001\u5c4a\u304f\u306e\u304c\u63b2\u8f09\u306e\u76f4\u524d\u306b\u306a\u308b\u5834\u5408\u3002\u5165\u5c45\u4e2d\u306e\u90e8\u5c4b\u306e\u5199\u771f\uff08\u5bb6\u5177\u3084\u79c1\u7269\u3001\u4eba\u304c\u5199\u308b\u5199\u771f\uff09\u3092\u4f7f\u3063\u3066\u52df\u96c6\u3057\u3066\u3044\u308b\u5834\u5408\u3002\u306a\u304a\u3001\u8a2d\u5099\u304c\u4f7f\u3048\u308b\u304b\uff08\u6545\u969c\u3057\u3066\u3044\u306a\u3044\u304b\uff09\u3001\u8a2d\u5099\u306e\u8868\u793a\u304c\u5e83\u544a\u306e\u30eb\u30fc\u30eb\u306b\u5408\u3046\u304b\u306e\u5224\u65ad\u3001\u5199\u771f\u304c\u53d6\u5f15\u3059\u308b\u90e8\u5c4b\u306e\u3082\u306e\u304b\u306e\u78ba\u8a8d\u306f\u3001\u3053\u306e\u69cb\u6210\u3067\u306f\u4ee3\u66ff\u3067\u304d\u307e\u305b\u3093\u3002","first_step":"**1\u9031\u76ee\uff1a\u64ae\u308b\u5834\u6240\u306e\u4e00\u89a7\u3068\u898b\u5206\u3051\u65b9\u306e\u4e00\u89a7\u3092\u4f5c\u308b**\n\n\u6d74\u5ba4\u306e\u5929\u4e95\u3001\u6d74\u5ba4\u306e\u5916\u306e\u64cd\u4f5c\u30d1\u30cd\u30eb\u3001\u6d17\u9762\u6240\u3001\u30c8\u30a4\u30ec\u3001\u30ad\u30c3\u30c1\u30f3\u3001\u5404\u90e8\u5c4b\u306e\u30a8\u30a2\u30b3\u30f3\u3001\u30a4\u30f3\u30bf\u30fc\u30db\u30f3\u3092**\u5fc5\u305a\u64ae\u308b\u5834\u6240**\u3068\u3057\u3066\u4e00\u89a7\u306b\u3057\u307e\u3059\u3002\u3042\u308f\u305b\u3066\u3001\u8a2d\u5099\u3054\u3068\u306b\u4f55\u3092\u898b\u308c\u3070\u5206\u304b\u308b\u304b\u306e\u4e00\u89a7\u3092\u4f5c\u308a\u307e\u3059\u3002\n\n**2\u9031\u76ee\uff1a20\u90e8\u5c4b\u3067\u8a66\u3059**\n\n\u5148\u6708\u63b2\u8f09\u3057\u305f20\u90e8\u5c4b\u306e\u5199\u771f\u3067\u3001\u8a2d\u5099\u3054\u3068\u306e\u72b6\u614b\u3092\u8fd4\u3055\u305b\u307e\u3059\u3002**`not_seen` \u3068 `out_of_frame` \u3092\u53d6\u308a\u9055\u3048\u3066\u3044\u306a\u3044\u304b\u3001\u6d74\u69fd\u3060\u3051\u3067\u8ffd\u3044\u711a\u304d\u3092\u300c\u898b\u3048\u308b\u300d\u306b\u3057\u3066\u3044\u306a\u3044\u304b\u3092\u6700\u512a\u5148\u3067\u898b\u307e\u3059\u3002**\n\n**3\u9031\u76ee\uff1a\u64ae\u308a\u65b9\u3092\u305d\u308d\u3048\u308b**\n\n\u8a66\u3057\u3067 `out_of_frame` \u304c\u591a\u304b\u3063\u305f\u5834\u6240\u3092\u3001\u64ae\u308b\u5834\u6240\u306e\u4e00\u89a7\u306b\u8db3\u3057\u307e\u3059\u3002**\u62c5\u5f53\u8005\u5168\u54e1\u304c\u540c\u3058\u4e00\u89a7\u3067\u64ae\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002**\n\n**4\u9031\u76ee\uff1aPython \u3067\u7167\u5408\u306e\u4e00\u89a7\u3092\u4f5c\u308b**\n\n\u300c\u63b2\u8f09\u6e96\u5099\u300d\u306e\u7269\u4ef6\u306e\u8a2d\u5099\u6b04\u3068\u5199\u771f\u3092\u8aad\u307f\u3001Gemini API \u3092\u547c\u3093\u3067\u7167\u5408\u306e\u4e00\u89a7\u3092\u4f5c\u308b\u3068\u3053\u308d\u307e\u3067\u4f5c\u308a\u307e\u3059\u3002**\u3053\u306e\u6642\u70b9\u3067\u306f\u3001\u62c5\u5f53\u8005\u306f\u3053\u308c\u307e\u3067\u3069\u304a\u308a\u5168\u90e8\u306e\u5199\u771f\u3082\u898b\u3066\u3001\u4e00\u89a7\u3068\u6bd4\u3079\u307e\u3059\u3002**\n\n**2\u304b\u6708\u76ee\uff1a** \u98df\u3044\u9055\u3044\u306e\u884c\u3060\u3051\u3092\u898b\u308b\u904b\u7528\u306b\u5207\u308a\u66ff\u3048\u3001\u8a2d\u5099\u3054\u3068\u306e `not_seen` \u3068 `out_of_frame` \u306e\u6570\u3092\u6bce\u9031\u6570\u3048\u307e\u3059\u3002**3\u304b\u6708\u76ee\u4ee5\u964d\uff1a** 1\u90e8\u5c4b15\u5206\u304c\u4f55\u5206\u306b\u306a\u3063\u305f\u304b\u3092\u5b9f\u6e2c\u3057\u3001\u5185\u898b\u3067\u306e\u8a2d\u5099\u306e\u7533\u3057\u51fa\u306e\u6570\u3092\u898b\u307e\u3059\u3002**\u64ae\u308b\u5834\u6240\u306e\u4e00\u89a7\u304c\u5b9a\u7740\u3057\u3001`out_of_frame` \u304c\u5c11\u306a\u304f\u306a\u3063\u305f\u6642\u70b9\u3067\u3001\u3053\u306e\u69cb\u6210\u306f\u5b8c\u6210\u3067\u3059\u3002**\n\n---","related_usecases":["UC-0377","UC-0189","UC-0374","UC-0490"],"related_articles":[{"id":7351,"slug":"eigyo-ai-katsuyo-bamen","title":"\u55b6\u696d\u3067AI\u3092\u4f7f\u30465\u3064\u306e\u5834\u9762\uff5c\u4efb\u305b\u65b9\u3067\u6210\u679c\u304c\u5909\u308f\u308b"},{"id":5665,"slug":"eigyo-list-sakusei","title":"\u55b6\u696d\u30ea\u30b9\u30c8\u306f\u8cb7\u308f\u306a\u304f\u3066\u3082\u4f5c\u308c\u308b\uff5c\u516c\u958b\u60c5\u5831\u304b\u3089\u7d44\u3080"},{"id":4643,"slug":"hikaku-kento-makeru","title":"\u6bd4\u8f03\u691c\u8a0e\u3067\u8ca0\u3051\u308b\u539f\u56e0\u306f\u60c5\u5831\u4e0d\u8db3\uff5c\u9078\u5b9a\u8868\u306b\u8f09\u308b\u6e96\u5099"}],"sources":"| \u78ba\u8a8d\u3057\u305f\u5185\u5bb9 | \u60c5\u5831\u6e90 | \u78ba\u8a8d\u65e5 |\n|:--|:--|:--|\n| \u5bfe\u5fdc\u3059\u308b\u753b\u50cf\u306e\u5f62\u5f0f\uff08PNG\u3001JPEG\u3001WEBP\u3001HEIC\u3001HEIF\uff09\u3002\u753b\u50cf\u3092\u76f4\u63a5\u5165\u308c\u308b\u5834\u5408\u306b\u30ea\u30af\u30a8\u30b9\u30c8\u5168\u4f53\u304c20MB\u307e\u3067\u3067\u3001\u5927\u304d\u3044\u30d5\u30a1\u30a4\u30eb\u3084\u518d\u5229\u7528\u306b\u306f Files API \u304c\u52e7\u3081\u3089\u308c\u308b\u3053\u3068\u30021\u3064\u306e\u30ea\u30af\u30a8\u30b9\u30c8\u306b\u8907\u6570\u306e\u753b\u50cf\u3092\u5165\u308c\u3089\u308c\u308b\u3053\u3068\u3002\u7269\u4f53\u306e\u67a0\u3092\u8fd4\u3055\u305b\u3089\u308c\u3001\u5ea7\u6a19\u304c\u753b\u50cf\u306e\u5927\u304d\u3055\u306b\u5bfe\u3057\u3066 0\u301c1000 \u306b\u6b63\u898f\u5316\u3055\u308c\u3001\u4f8b\u3067 `[ymin, xmin, ymax, xmax]` \u306e\u9806\u3067\u3042\u308b\u3053\u3068\u3002\u753b\u50cf\u306e\u30c8\u30fc\u30af\u30f3\u306e\u63db\u7b97\uff08384\u30d4\u30af\u30bb\u30eb\u4ee5\u4e0b\u306f258\u30c8\u30fc\u30af\u30f3\u3001\u305d\u308c\u3088\u308a\u5927\u304d\u3044\u3082\u306e\u306f768\u00d7768\u306e\u30bf\u30a4\u30eb\u3054\u3068\u306b258\u30c8\u30fc\u30af\u30f3\uff09\u3002\u4f8b\u304c Interactions \u3067\u66f8\u304b\u308c\u3066\u3044\u308b\u3053\u3068 | [Gemini API: Image understanding](https:\/\/ai.google.dev\/gemini-api\/docs\/image-understanding) | 2026-10-14 |\n| \u69cb\u9020\u5316\u51fa\u529b\u304c `response_format` \u3067 `mime_type` \u3092 `application\/json` \u306b\u3057\u3001`schema` \u306b\u30b9\u30ad\u30fc\u30de\u3092\u5165\u308c\u308b\u5f62\u3067\u3042\u308b\u3053\u3068\u3002`\/v1beta\/interactions` \u306b\u9001\u308b\u4f8b\u3002`enum`\u30fb`required` \u304c\u4f7f\u3048\u308b\u3053\u3068\u3002\u5024\u306f\u30a2\u30d7\u30ea\u5074\u3067\u691c\u8a3c\u3059\u308b\u3088\u3046\u66f8\u304b\u308c\u3066\u3044\u308b\u3053\u3068 | [Gemini API: Structured output](https:\/\/ai.google.dev\/gemini-api\/docs\/structured-output) | 2026-10-14 |\n| \u6709\u6599\u306e\u30b5\u30fc\u30d3\u30b9\u3067\u306f\u30d7\u30ed\u30f3\u30d7\u30c8\u3068\u5fdc\u7b54\u304c\u88fd\u54c1\u306e\u6539\u5584\u306b\u4f7f\u308f\u308c\u306a\u3044\u3053\u3068\u300218\u6b73\u4ee5\u4e0a\u3067\u3042\u308b\u3053\u3068\u304c\u5229\u7528\u306e\u6761\u4ef6\u3067\u3042\u308b\u3053\u3068 | [Gemini API Additional Terms of Service](https:\/\/ai.google.dev\/gemini-api\/terms) | 2026-10-14 |\n| \u5efa\u7269\u306b\u4ed8\u5c5e\u3059\u308b\u8a2d\u5099\u306b\u3064\u3044\u3066\u3001\u5b9f\u969b\u306e\u3082\u306e\u3088\u308a\u3082\u512a\u826f\u3067\u3042\u308b\u3068\u8aa4\u8a8d\u3055\u308c\u308b\u304a\u305d\u308c\u306e\u3042\u308b\u8868\u793a\u3092\u3057\u3066\u306f\u306a\u3089\u306a\u3044\u3053\u3068\uff08\u898f\u7d04\u7b2c23\u6761\uff09\u3002\u65bd\u884c\u898f\u5247\u3067\u3001\u5b85\u5730\u53c8\u306f\u5efa\u7269\u306e\u5199\u771f\u306f\u53d6\u5f15\u3059\u308b\u3082\u306e\u3092\u8868\u793a\u3059\u308b\u3053\u3068 | [\u4e0d\u52d5\u7523\u516c\u6b63\u53d6\u5f15\u5354\u8b70\u4f1a\u9023\u5408\u4f1a: \u4e0d\u52d5\u7523\u306e\u8868\u793a\u306b\u95a2\u3059\u308b\u516c\u6b63\u7af6\u4e89\u898f\u7d04\u30fb\u540c\u65bd\u884c\u898f\u5247](https:\/\/www.rftc.jp\/webkanri\/kanri\/wp-content\/uploads\/2019\/02\/h_kiyaku.pdf) | 2026-10-14 |\n\n**\u8a2d\u5099\u306e\u8868\u793a\u304c\u5e83\u544a\u306e\u30eb\u30fc\u30eb\u306b\u5408\u3046\u304b\u306f\u3001\u793e\u5185\u306e\u5e83\u544a\u306e\u8cac\u4efb\u8005\u3068\u6240\u5c5e\u3059\u308b\u516c\u6b63\u53d6\u5f15\u5354\u8b70\u4f1a\u306e\u6848\u5185\u3067\u78ba\u304b\u3081\u3066\u304f\u3060\u3055\u3044\u3002** \u672c\u8a18\u4e8b\u306f\u516c\u958b\u306e\u8cc7\u6599\u3067\u78ba\u8a8d\u3067\u304d\u305f\u7bc4\u56f2\u3060\u3051\u3092\u6271\u3063\u3066\u3044\u307e\u3059\u3002\n\n**\u5b9f\u88c5\u30b9\u30c6\u30fc\u30bf\u30b9\uff1a\u69cb\u6210\u4f8b\u3002** \u516c\u958b\u4ed5\u69d8\u306b\u57fa\u3065\u3044\u3066\u8a2d\u8a08\u3057\u305f\u69cb\u6210\u3067\u3042\u308a\u3001\u5f53\u793e\u3067\u5b9f\u969b\u306b\u69cb\u7bc9\u30fb\u691c\u8a3c\u3057\u305f\u3082\u306e\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u5de5\u6570\u306e\u6570\u5024\u306f\u30e2\u30c7\u30eb\u6761\u4ef6\u306b\u3088\u308b\u8a66\u7b97\u3067\u3059\u3002","featured":false,"priority_score":50,"footnotes":""},"uc_ai_model":[123,122,124],"uc_ai_service":[],"uc_automation":[137,138],"uc_industry":[20],"uc_department":[38],"uc_task":[60,65],"uc_issue":[71,70,72],"uc_effect":[83,79,78],"uc_ai_function":[95],"class_list":["post-15503","ai_usecase","type-ai_usecase","status-publish","hentry","uc_ai_model-chatgpt","uc_ai_model-claude","uc_ai_model-gemini","uc_automation-apps-script","uc_automation-python","uc_industry-real-estate","uc_department-sales","uc_task-review-check","uc_task-comparison","uc_issue-short-staffed","uc_issue-person-dependent","uc_issue-check-errors","uc_effect-fewer-omissions","uc_effect-standardization","uc_effect-hours-saved","uc_ai_function-image-recognition"],"_links":{"self":[{"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/ai_usecase\/15503","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/ai_usecase"}],"about":[{"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/types\/ai_usecase"}],"author":[{"embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/users\/5"}],"version-history":[{"count":1,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/ai_usecase\/15503\/revisions"}],"predecessor-version":[{"id":15583,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/ai_usecase\/15503\/revisions\/15583"}],"wp:attachment":[{"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/media?parent=15503"}],"wp:term":[{"taxonomy":"uc_ai_model","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_ai_model?post=15503"},{"taxonomy":"uc_ai_service","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_ai_service?post=15503"},{"taxonomy":"uc_automation","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_automation?post=15503"},{"taxonomy":"uc_industry","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_industry?post=15503"},{"taxonomy":"uc_department","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_department?post=15503"},{"taxonomy":"uc_task","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_task?post=15503"},{"taxonomy":"uc_issue","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_issue?post=15503"},{"taxonomy":"uc_effect","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_effect?post=15503"},{"taxonomy":"uc_ai_function","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_ai_function?post=15503"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}