AI\u306b\u3088\u308b\u3054\u307f\u30fb\u7570\u7269\u691c\u77e5\u306e\u6700\u524d\u7dda\uff5c2025\u5e74\u6700\u65b0\u52d5\u5411\u3068\u672a\u6765\u5c55\u671b\u3010\u7523\u696d\u30fb\u793e\u4f1a\u30a4\u30f3\u30d5\u30e9\u3011<\/title>\n <meta name=\"description\" content=\"2025\u5e74\u590f\u3001AI\uff08\u753b\u50cf\u89e3\u6790\u30fb\u751f\u6210AI\u30fb\u6587\u5b57\u89e3\u6790\uff09\u306e\u3054\u307f\u30fb\u7570\u7269\u691c\u77e5\u6280\u8853\u304c\u4e16\u754c\u3068\u65e5\u672c\u306e\u73fe\u5834\u3067\u6025\u901f\u306b\u9032\u5316\u4e2d\u3002\u6700\u65b0\u306e\u4e8b\u4f8b\u3001\u82f1\u8a9e\u8ad6\u6587\u3001\u56fd\u5185\u4f01\u696d\u306e\u5c0e\u5165\u4e8b\u4f8b\u3001\u4eca\u5f8c\u306e\u793e\u4f1a\u7684\u5f71\u97ff\u307e\u3067\u5fb9\u5e95\u89e3\u8aac\u3002\">\n <meta name=\"keywords\" content=\"AI,\u753b\u50cf\u89e3\u6790,\u7570\u7269\u691c\u77e5,\u3054\u307f\u691c\u77e5,YOLO,MoViNet,\u7523\u696dAI,\u30b9\u30de\u30fc\u30c8\u30b7\u30c6\u30a3,\u98df\u54c1\u5de5\u5834,\u54c1\u8cea\u7ba1\u7406,\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u76e3\u8996,\u793e\u4f1a\u30a4\u30f3\u30d5\u30e9\">\n <style>\n body { font-family: 'Yu Gothic', 'Meiryo', sans-serif; margin: 0; background: #fafbfc; color: #222; }\n main { max-width: 900px; margin: 0 auto; background: #fff; padding: 40px 24px; box-shadow: 0 4px 16px rgba(0,0,0,0.08);}\n h1, h2, h3 { color: #22326f; }\n h1 { font-size: 2.2em; margin-bottom: 0.3em;}\n h2 { border-left: 5px solid #ff8a00; padding-left: 10px; margin-top: 2.5em;}\n h3 { margin-top: 2em; color: #3853a2;}\n .tag { color: #fff; background: #ff8a00; border-radius: 6px; padding: 2px 8px; font-size: 0.9em;}\n a { color: #3371b5; text-decoration: underline;}\n .keyword { background: #f7f3d7; border-radius: 4px; padding: 0 4px;}\n .note { background: #e6ecfa; border-left: 4px solid #6689e1; padding: 0.6em 1em; margin: 1.2em 0;}\n ul { margin-left: 2em;}\n blockquote { border-left: 5px solid #99b4e7; background: #f8faff; margin: 2em 0; padding: 1em 1.5em; color: #466; }\n table { border-collapse: collapse; width: 100%; margin: 2em 0;}\n th, td { border: 1px solid #ccd6e6; padding: 0.5em 1em;}\n th { background: #f0f4fc; }\n @media (max-width: 600px) {\n main { padding: 20px 5px; }\n h1 { font-size: 1.3em; }\n }\n <\/style>\n<\/head>\n<body>\n<main>\n \n <p>\n <span class=\"tag\">\u7279\u96c6<\/span> <span class=\"tag\">\u753b\u50cf\u89e3\u6790AI<\/span> <span class=\"tag\">\u7523\u696dDX<\/span> <br>\n <small>\u516c\u958b\u65e5\uff1a2025\u5e748\u67085\u65e5<\/small>\n <\/p>\n <hr>\n\n <section>\n <h2>1. \u306f\u3058\u3081\u306b \u2500\u2500 AI\u306e\u300c\u898b\u9003\u3055\u306a\u3044\u76ee\u300d\u304c\u793e\u4f1a\u3092\u5909\u3048\u308b<\/h2>\n <p>\n 2025\u5e74\u590f\u3001<span class=\"keyword\">AI\u306b\u3088\u308b\u3054\u307f\u30fb\u7570\u7269\u691c\u77e5\u6280\u8853<\/span>\u304c\u56fd\u5185\u5916\u306e\u73fe\u5834\u3067\u6025\u901f\u306b\u666e\u53ca\u3057\u3066\u3044\u307e\u3059\u3002\u516c\u5171\u306e\u99c5\u3084\u9053\u8def\u3001\u98df\u54c1\u5de5\u5834\u3084\u98df\u5802\u2500\u2500<br>\n \u3082\u306f\u3084\u300cAI\u304c\u73fe\u5834\u309224\u6642\u9593\u898b\u5f35\u308b\u6642\u4ee3\u300d\u304c\u73fe\u5b9f\u306b\u306a\u308a\u307e\u3057\u305f\u3002<br>\n \u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001\u82f1\u8a9e\u570f\u306e\u5b66\u8853\u52d5\u5411\u30fb\u56fd\u5185\u4f01\u696d\u306e\u5c0e\u5165\u30cb\u30e5\u30fc\u30b9\u30fb\u6280\u8853\u89e3\u8aac\u30fb\u793e\u4f1a\u7684\u306a\u80cc\u666f\u30fb\u4eca\u5f8c\u306e\u30a4\u30f3\u30d1\u30af\u30c8\u307e\u3067\u3001<b>\u5b9f\u7528\u7684\u306a\u8996\u70b9\u3067\u5fb9\u5e95\u89e3\u8aac<\/b>\u3057\u307e\u3059\u3002\n <\/p>\n <\/section>\n\n <section>\n <h2>2. \u4e16\u754c\u306e\u6700\u524d\u7dda\uff1aAI\u304c\u30b4\u30df\u6295\u68c4\u3092\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u691c\u77e5<\/h2>\n <p>\n \u307e\u305a\u306f\u4e16\u754c\u7684\u306a\u7814\u7a76\u6210\u679c\u3092\u3054\u7d39\u4ecb\u30022025\u5e748\u6708\u306b\u767a\u8868\u3055\u308c\u305fNature\u63b2\u8f09\u8ad6\u6587\u306b\u3088\u308b\u3068\u3001<b>MoViNet\uff0bYOLOv8<\/b>\u3068\u3044\u3046\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u30e2\u30c7\u30eb\u3092\u7528\u3044\u3001<b>\u6b69\u884c\u8005\u3084\u8eca\u4e21\u304b\u3089\u306e\u3054\u307f\u6295\u68c4<\/b>\u3092\u6620\u50cf\u304b\u3089\u9ad8\u7cbe\u5ea6\uff0899.5%\uff09\u3067\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u691c\u77e5\u3067\u304d\u308b\u3053\u3068\u304c\u8a3c\u660e\u3055\u308c\u307e\u3057\u305f\u3002\n <\/p>\n <blockquote>\n <b>\u8ad6\u6587\u30bf\u30a4\u30c8\u30eb\uff1a<\/b>Real\u2011time detection and monitoring of public littering<br>\n <b>\u63b2\u8f09URL\uff1a<\/b>\n <a href=\"https:\/\/www.nature.com\/articles\/s41598-024-77118-x?utm_source=chatgpt.com\" target=\"_blank\">\n https:\/\/www.nature.com\/articles\/s41598-024-77118-x\n <\/a>\n <br>\n <b>\u6280\u8853\u30dd\u30a4\u30f3\u30c8\uff1a<\/b>\n <ul>\n <li>MoViNet\uff08\u52d5\u753b\u5206\u985e\u7528AI\uff09\u3067\u300c\u3054\u307f\u6295\u68c4\u300d\u52d5\u4f5c\u81ea\u4f53\u3092\u7279\u5b9a<\/li>\n <li>YOLOv8\uff08\u7269\u4f53\u691c\u51faAI\uff09\u3067\u6295\u68c4\u8005\u3084\u8eca\u4e21\u30ca\u30f3\u30d0\u30fc\u30d7\u30ec\u30fc\u30c8\u3092\u540c\u6642\u8a8d\u8b58<\/li>\n <li>\u90fd\u5e02\u30fb\u516c\u5171\u7a7a\u9593\u3067\u306e\u9055\u53cd\u884c\u70ba\u76e3\u8996\u306b\u5fdc\u7528<\/li>\n <\/ul>\n <\/blockquote>\n <div class=\"note\">\n <b>MoViNet\u3068\u306f\uff1f<\/b><br>\n Google\u304c\u958b\u767a\u3057\u305f\u300c\u52d5\u753b\u8a8d\u8b58\u5c02\u7528AI\u300d\u3002\u8efd\u91cf\u304b\u3064\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u52d5\u4f5c\u306b\u5f37\u304f\u3001\u9632\u72af\u30fb\u54c1\u8cea\u7ba1\u7406\u306a\u3069\u73fe\u5834\u5411\u3051\u306e\u30d3\u30c7\u30aa\u89e3\u6790\u3067\u63a1\u7528\u304c\u9032\u3080\u3002\n <\/div>\n <p>\n \u5b9f\u969b\u306e\u90fd\u5e02\u5b9f\u8a3c\u5b9f\u9a13\u3067\u306f\u3001\u6295\u68c4\u52d5\u4f5c\u3092\u7684\u78ba\u306b\u898b\u629c\u304d\u3064\u3064\u3001\u8aa4\u691c\u77e5\uff08\u843d\u3061\u8449\u3084\u30ab\u30d0\u30f3\u306e\u52d5\u304d\uff09\u3082\u4f4e\u6e1b\u3002\u307e\u3055\u306b\u201c\u4eba\u9593\u306e\u76ee\u201d\u3092\u8d85\u3048\u308b\u76e3\u8996AI\u3067\u3059\u3002\n <\/p>\n <\/section>\n\n <section>\n <h2>3. \u65e5\u672c\u306e\u73fe\u5834\uff1a\u98df\u5802\u30bb\u30eb\u30d5\u30ec\u30b8\u300cEatScan\u300d\u304c\u7570\u7269\u691c\u77e5AI\u3067\u9032\u5316<\/h2>\n <p>\n \u56fd\u5185\u3067\u3082AI\u7570\u7269\u691c\u77e5\u306e\u5c0e\u5165\u304c\u9032\u3093\u3067\u3044\u307e\u3059\u3002\u5175\u5eab\u770c\u306e\u682a\u5f0f\u4f1a\u793e\u30d6\u30ec\u30a4\u30f3\u306f\u3001\u793e\u54e1\u98df\u5802\u5411\u3051\u30bb\u30eb\u30d5\u30ec\u30b8<b>\u300cEatScan\u300d<\/b>\u306e\u65b0\u30e2\u30c7\u30eb\u3067\u3001AI\u306b\u3088\u308b<b>\u7570\u7269\u6df7\u5165\u691c\u77e5\u6a5f\u80fd<\/b>\u3092\u5927\u5e45\u5f37\u5316\u3002\u6599\u7406\u3084\u98df\u5668\u4ee5\u5916\u306e\u3054\u307f\u6df7\u5165\u3092\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u5224\u5b9a\u3057\u3001\u4e8b\u6545\u3084\u30af\u30ec\u30fc\u30e0\u3092\u672a\u7136\u306b\u9632\u6b62\u3057\u307e\u3059\u3002\n <\/p>\n <blockquote>\n <b>\u30cb\u30e5\u30fc\u30b9\u8a18\u4e8b\uff1a<\/b>\n <a href=\"https:\/\/www.excite.co.jp\/news\/article\/Prtimes_2025-08-04-156402-2\/?utm_source=chatgpt.com\" target=\"_blank\">\n \u30a8\u30ad\u30b5\u30a4\u30c8\u30cb\u30e5\u30fc\u30b9\uff082025\u5e748\u67084\u65e5\u4ed8\uff09\n <\/a><br>\n <a href=\"https:\/\/www.kobe-np.co.jp\/info\/prtimes\/202508\/c156402_r2.shtml?utm_source=chatgpt.com\" target=\"_blank\">\n \u795e\u6238\u65b0\u805e\u30d7\u30ec\u30b9\u30ea\u30ea\u30fc\u30b9\n <\/a>\n <br>\n <b>\u5c0e\u5165\u306e\u30e1\u30ea\u30c3\u30c8\uff1a<\/b>\n <ul>\n <li>\u4eba\u624b\u691c\u54c1\u3067\u306f\u898b\u9003\u3057\u304c\u3061\u306a\u300c\u7570\u7269\u30fb\u3054\u307f\u300d\u3092\u81ea\u52d5\u8b58\u5225<\/li>\n <li>\u8aa4\u3063\u3066\u7bb8\u888b\u3084\u30d7\u30e9\u30b9\u30c1\u30c3\u30af\u7247\u304c\u6df7\u5165\u3057\u3066\u3082\u5373\u30a2\u30e9\u30fc\u30c8<\/li>\n <li>\u885b\u751f\u30fb\u5b89\u5168\u30ec\u30d9\u30eb\u304c\u5287\u7684\u306b\u5411\u4e0a<\/li>\n <\/ul>\n <\/blockquote>\n <div class=\"note\">\n \u3053\u308c\u307e\u3067AI\u7570\u7269\u691c\u77e5\u306f\u98df\u54c1\u5de5\u5834\u3067\u306e\u5c0e\u5165\u304c\u591a\u304b\u3063\u305f\u304c\u3001\u8fd1\u5e74\u306f\u300c\u98f2\u98df\u5e97\u30fb\u98df\u5802\u300d\u306a\u3069\u4e00\u822c\u5229\u7528\u306e\u73fe\u5834\u306b\u3082\u666e\u53ca\u304c\u62e1\u5927\u3057\u3066\u3044\u308b\u3002\n <\/div>\n <\/section>\n\n <section>\n <h2>4. AI\u7570\u7269\u691c\u77e5\u3067\u4f7f\u308f\u308c\u308b\u6700\u65b0\u6280\u8853\u7528\u8a9e\u3068\u305d\u306e\u610f\u5473<\/h2>\n <table>\n <tr><th>\u7528\u8a9e<\/th><th>\u82f1\u8a9e\u8868\u8a18<\/th><th>\u610f\u5473\uff08\u65e5\u672c\u8a9e\uff09<\/th><\/tr>\n <tr>\n <td>\u7269\u4f53\u691c\u51fa<\/td>\n <td>Object detection<\/td>\n <td>\u753b\u50cf\u3084\u6620\u50cf\u304b\u3089\u300c\u7269\u30fb\u3054\u307f\u30fb\u7570\u7269\u300d\u306a\u3069\u306e\u4f4d\u7f6e\u30fb\u7a2e\u985e\u3092\u8a8d\u8b58\u3059\u308bAI\u6280\u8853\u3002<\/td>\n <\/tr>\n <tr>\n <td>\u5206\u985e<\/td>\n <td>Classification<\/td>\n <td>\u7269\u4f53\u3084\u753b\u50cf\u5185\u8981\u7d20\u3092\u300c\u30b4\u30df\uff0f\u8449\u3063\u3071\uff0f\u4eba\u300d\u306a\u3069\u30ab\u30c6\u30b4\u30ea\u3054\u3068\u306b\u5206\u3051\u308b\u51e6\u7406\u3002<\/td>\n <\/tr>\n <tr>\n <td>\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0<\/td>\n <td>Real-time<\/td>\n <td>\u307b\u307c\u9045\u5ef6\u306a\u304f\u5373\u5ea7\u306bAI\u51e6\u7406\u30fb\u5224\u5b9a\u3092\u8fd4\u3059\u3053\u3068\u3002\u73fe\u5834\u9069\u7528\u3067\u5fc5\u9808\u3002<\/td>\n <\/tr>\n <tr>\n <td>\u76e3\u8996\u30fb\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0<\/td>\n <td>Monitoring<\/td>\n <td>\u73fe\u5834\u306e\u72b6\u614b\u5909\u5316\u3092\u5e38\u6642\u30c1\u30a7\u30c3\u30af\u3057\u3001\u7570\u5e38\u3084\u5909\u5316\u3092\u3059\u3050\u691c\u77e5\u3059\u308b\u3053\u3068\u3002<\/td>\n <\/tr>\n <tr>\n <td>\u691c\u51fa<\/td>\n <td>Detection<\/td>\n <td>\u753b\u50cf\u3084\u6620\u50cf\u304b\u3089\u7570\u7269\u3084\u3054\u307f\u306a\u3069\u3092\u767a\u898b\u3059\u308b\u3053\u3068\u3002<\/td>\n <\/tr>\n <\/table>\n <div class=\"note\">\n <b>TOEIC800\u70b9\u4ee5\u4e0a\u306e\u5358\u8a9e\u306e\u88dc\u8db3\u89e3\u8aac\uff1a<\/b><br>\n \u4e0a\u8a18\u306e”object detection”\u3084”classification”\u306a\u3069\u306f\u3001\u6280\u8853\u7cfb\u82f1\u6587\u3067\u306f\u5fc5\u9808\u5358\u8a9e\u3002<br>\n \u4f8b\uff1a<b>classification<\/b>\uff08\u5206\u985e\uff09\uff1d\u5c5e\u6027\u3084\u30ab\u30c6\u30b4\u30ea\u3054\u3068\u306b\u533a\u5225\u3059\u308b\u3053\u3068\u3002\n <\/div>\n <\/section>\n\n <section>\n <h2>5. \u80cc\u666f\u89e3\u8aac\uff1a\u300c\u306a\u305c\u4ecaAI\u3054\u307f\u691c\u77e5\u304c\u6025\u901f\u306b\u6c42\u3081\u3089\u308c\u308b\u306e\u304b\u300d<\/h2>\n <ul>\n <li><b>\u3054\u307f\u554f\u984c\u30fb\u7570\u7269\u6df7\u5165\u4e8b\u6545\u304c\u793e\u4f1a\u8ab2\u984c\u306b<\/b> \n \u2500 \u516c\u5171\u7a7a\u9593\u306e\u7f8e\u89b3\u3084\u98df\u54c1\u306e\u5b89\u5168\u304c\u554f\u308f\u308c\u3001\u30af\u30ec\u30fc\u30e0\u30fb\u4e8b\u6545\u30ea\u30b9\u30af\u304c\u62e1\u5927\u3002\n <\/li>\n <li><b>\u4eba\u624b\u30c1\u30a7\u30c3\u30af\u306e\u9650\u754c<\/b> \n \u2500 \u6e05\u6383\u3084\u691c\u54c1\u306f\u4eba\u624b\u4e0d\u8db3\u3084\u30d2\u30e5\u30fc\u30de\u30f3\u30a8\u30e9\u30fc\u3001\u30b3\u30b9\u30c8\u5897\u3067\u5bfe\u5fdc\u304c\u56f0\u96e3\u306b\u3002\n <\/li>\n <li><b>AI\u30e2\u30c7\u30eb\u306e\u9032\u5316<\/b> \n \u2500 YOLO, MoViNet\u306a\u3069\u306e\u6700\u65b0AI\u304c\u300c\u5c0f\u3055\u306a\u7570\u7269\u300d\u300c\u6295\u68c4\u52d5\u4f5c\u300d\u3082\u9ad8\u7cbe\u5ea6\u3067\u5224\u5b9a\u53ef\u80fd\u306b\u3002\n <\/li>\n <li><b>\u30b9\u30de\u30fc\u30c8\u30b7\u30c6\u30a3\u5316\u306e\u52a0\u901f<\/b> \n \u2500 \u793e\u4f1a\u30a4\u30f3\u30d5\u30e9\uff08\u99c5\u30fb\u7a7a\u6e2f\u30fb\u9053\u8def\u30fb\u5de5\u5834\uff09\u5168\u4f53\u3067AI\u76e3\u8996\u306e\u9700\u8981\u304c\u9ad8\u9a30\u3002\n <\/li>\n <\/ul>\n <p>\n SDGs\uff08\u6301\u7d9a\u53ef\u80fd\u306a\u958b\u767a\u76ee\u6a19\uff09\u3084\u54c1\u8cea\u4fdd\u8a3c\u3092\u80cc\u666f\u306b\u3001\u4f01\u696d\u30fb\u81ea\u6cbb\u4f53\u3082\u300cAI\u7570\u7269\u691c\u77e5\u300d\u3092\u6226\u7565\u7684\u6295\u8cc7\u5bfe\u8c61\u306b\u636e\u3048\u59cb\u3081\u3066\u3044\u307e\u3059\u3002\n <\/p>\n <\/section>\n\n <section>\n <h2>6. \u4eca\u5f8c\u306e\u5c55\u671b\u3068\u793e\u4f1a\u7684\u30a4\u30f3\u30d1\u30af\u30c8<\/h2>\n <p>\n <b>AI\u306b\u3088\u308b\u3054\u307f\u30fb\u7570\u7269\u691c\u77e5\u6280\u8853<\/b>\u304c\u672c\u683c\u666e\u53ca\u3059\u308c\u3070\u3001\u307e\u305a\u516c\u5171\u7a7a\u9593\u3084\u5de5\u696d\u73fe\u5834\u306b\u304a\u3051\u308b\u554f\u984c\u306e\u300c\u898b\u9003\u3057\u30bc\u30ed\u5316\u300d\u300c\u5bfe\u5fdc\u306e\u5373\u6642\u5316\u300d\u304c\u73fe\u5b9f\u3068\u306a\u308a\u307e\u3059\u3002\u99c5\u69cb\u5185\u3084\u9053\u8def\u6cbf\u3044\u3067\u306f\u3001\u6295\u68c4\u884c\u70ba\u30fb\u653e\u7f6e\u7269\u3092\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u691c\u77e5\u3057\u3001\u5373\u5ea7\u306b\u6e05\u6383\u5bfe\u5fdc\u3084\u9055\u53cd\u8005\u3078\u306e\u8b66\u544a\u304c\u53ef\u80fd\u306b\u3002\u3053\u308c\u306f\u6e05\u6383\u52b9\u7387\u3068\u7f8e\u89b3\u306e\u4e21\u7acb\u3060\u3051\u3067\u306a\u304f\u3001\u30e2\u30e9\u30eb\u7dad\u6301\u306b\u3082\u76f4\u7d50\u3057\u307e\u3059\u3002<br><br>\n \u98df\u5802\u3084\u5de5\u5834\u306e\u73fe\u5834\u3067\u3082\u3001EatScan\u306e\u3088\u3046\u306aAI\u7570\u7269\u5224\u5b9a\u30b7\u30b9\u30c6\u30e0\u306b\u3088\u308a\u3001\u98df\u54c1\u306e\u7570\u7269\u6df7\u5165\u4e8b\u6545\u30ea\u30b9\u30af\u304c\u5927\u5e45\u306b\u6e1b\u5c11\u3002\u9867\u5ba2\u30af\u30ec\u30fc\u30e0\u306e\u6291\u6b62\u3001\u30d6\u30e9\u30f3\u30c9\u4fe1\u983c\u6027\u306e\u5411\u4e0a\u3001\u3055\u3089\u306b\u306f\u5185\u90e8\u7d71\u5236\u306e\u5f37\u5316\u306b\u3082\u8ca2\u732e\u3057\u307e\u3059\u3002\u52a0\u3048\u3066\u3001\u751f\u6210AI\u3084\u591a\u69d8\u306a\u30bb\u30f3\u30b5\u9023\u643a\u304c\u9032\u3081\u3070\u3001\u3053\u308c\u307e\u3067\u6559\u5e2b\u30c7\u30fc\u30bf\u306b\u5b58\u5728\u3057\u306a\u304b\u3063\u305f\u672a\u77e5\u306e\u7570\u7269\u30fb\u975e\u5b9a\u578b\u3054\u307f\u3082\u8b58\u5225\u53ef\u80fd\u3068\u306a\u308a\u3001\u7570\u5e38\u306a\u3054\u307f\u3084\u7a81\u767a\u7684\u306a\u6c5a\u67d3\u306b\u3082\u67d4\u8edf\u5bfe\u5fdc\u3067\u304d\u308b\u793e\u4f1a\u304c\u5b9f\u73fe\u3057\u307e\u3059\u3002<br><br>\n \u3053\u306e\u6d41\u308c\u306f\u3001\u74b0\u5883\u4fdd\u5168\u30fb\u98df\u54c1\u5b89\u5168\u30fb\u54c1\u8cea\u7ba1\u7406\u30fb\u4eba\u624b\u4e0d\u8db3\u5bfe\u7b56\u3068\u3044\u3046\u8907\u6570\u8ab2\u984c\u3092\u6a2a\u65ad\u7684\u306b\u89e3\u6c7a\u3059\u308b\u300c\u793e\u4f1a\u30a4\u30f3\u30d5\u30e9\u306e\u57fa\u76e4\u6280\u8853\u300d\u3078\u3068\u9032\u5316\u3057\u3066\u3044\u304f\u3067\u3057\u3087\u3046\u3002\u4eca\u5f8c\u306f\u30b9\u30de\u30fc\u30c8\u30b7\u30c6\u30a3\u30fb\u30b9\u30de\u30fc\u30c8\u5de5\u5834\u30fb\u30b9\u30de\u30fc\u30c8\u516c\u5171\u7a7a\u9593\u3068\u3044\u3063\u305f\u5834\u9762\u3067\u306e\u6a19\u6e96\u6280\u8853\u3068\u306a\u308a\u3001\u884c\u653f\u3084\u5927\u624b\u4f01\u696d\u304c\u5c0e\u5165\u3092\u52a0\u901f\u3059\u308b\u306f\u305a\u3067\u3059\u3002<br>\n \u4e00\u65b9\u3067\u3001\u6620\u50cf\u4e2d\u306e\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u914d\u616e\u3084AI\u8aa4\u691c\u77e5\u5bfe\u7b56\u306a\u3069\u904b\u7528\u9762\u306e\u8ab2\u984c\u3082\u9855\u5728\u5316\u3057\u307e\u3059\u304c\u3001\u65e5\u672c\u793e\u4f1a\u304c\u5f97\u610f\u3068\u3059\u308b\u73fe\u5834\u6700\u9069\u5316\u3084\u6cd5\u6574\u5099\u304c\u9032\u3080\u3053\u3068\u3067\u3001\u3055\u3089\u306b\u9ad8\u5ea6\u306aAI\u793e\u4f1a\u57fa\u76e4\u306e\u69cb\u7bc9\u304c\u671f\u5f85\u3055\u308c\u307e\u3059\u3002\n <\/p>\n <\/section>\n\n <section>\n <h2>7. \u95a2\u9023\u8ad6\u6587\u30fb\u30cb\u30e5\u30fc\u30b9\u30ea\u30f3\u30af\u96c6<\/h2>\n <ul>\n <li>\n <a href=\"https:\/\/www.nature.com\/articles\/s41598-024-77118-x?utm_source=chatgpt.com\" target=\"_blank\">\n Nature\u63b2\u8f09\u8ad6\u6587\uff1aReal\u2011time detection and monitoring of public littering\uff08\u82f1\u8a9e\uff09\n <\/a>\n <\/li>\n <li>\n <a href=\"https:\/\/www.excite.co.jp\/news\/article\/Prtimes_2025-08-04-156402-2\/?utm_source=chatgpt.com\" target=\"_blank\">\n \u30a8\u30ad\u30b5\u30a4\u30c8\u30cb\u30e5\u30fc\u30b9\uff1a\u300cEatScan\u300d\u7570\u7269\u691c\u77e5AI\u30e2\u30c7\u30eb\u306e\u767a\u8868\uff08\u65e5\u672c\u8a9e\uff09\n <\/a>\n <\/li>\n <li>\n <a href=\"https:\/\/www.kobe-np.co.jp\/info\/prtimes\/202508\/c156402_r2.shtml?utm_source=chatgpt.com\" target=\"_blank\">\n \u795e\u6238\u65b0\u805e\uff1a\u30bb\u30eb\u30d5\u30ec\u30b8EatScan\u65b0\u6a5f\u80fd\uff08\u65e5\u672c\u8a9e\uff09\n <\/a>\n <\/li>\n <li>\n <a href=\"https:\/\/monoist.itmedia.co.jp\/mn\/articles\/2504\/03\/news083.html?utm_source=chatgpt.com\" target=\"_blank\">\n MONOist\uff1a\u5de5\u5834AI\u7570\u7269\u691c\u77e5\u306e\u73fe\u5834\u30ec\u30dd\u30fc\u30c8\n <\/a>\n <\/li>\n <li>\n <a href=\"https:\/\/e-ryowa.com\/ai\/archives\/215?utm_source=chatgpt.com\" target=\"_blank\">\n \u826f\u548c\u30b7\u30b9\u30c6\u30e0\uff1aAI\u306b\u3088\u308b\u7570\u7269\u691c\u67fb\u306e\u6700\u65b0\u6280\u8853\n <\/a>\n <\/li>\n <\/ul>\n <\/section>\n\n <section>\n <h2>8. \u307e\u3068\u3081\u2500\u2500\u300c\u898b\u9003\u3057\u30bc\u30ed\u300d\u306eAI\u304c\u793e\u4f1a\u6a19\u6e96\u306b<\/h2>\n <p>\n \u3054\u307f\u3084\u7570\u7269\u306e\u300c\u898b\u9003\u3057\u30bc\u30ed\u300d\u3092AI\u304c\u62c5\u3046\u6642\u4ee3\u306f\u3001\u3059\u3067\u306b\u59cb\u307e\u3063\u3066\u3044\u307e\u3059\u3002\u6280\u8853\u306e\u9032\u5316\u3068\u793e\u4f1a\u8ab2\u984c\u306e\u89e3\u6c7a\u30cb\u30fc\u30ba\u304c\u565b\u307f\u5408\u3044\u3001\u73fe\u5834\u306e\u30aa\u30da\u30ec\u30fc\u30b7\u30e7\u30f3\u3084\u793e\u4f1a\u30a4\u30f3\u30d5\u30e9\u304c<strong>\u4e00\u6bb5\u968e\u4e0a\u306e\u201c\u30af\u30ea\u30fc\u30f3\u9769\u547d\u201d<\/strong>\u3078\u7a81\u5165\u3057\u307e\u3057\u305f\u3002<br>\n \u4eca\u5f8c\u3082\u3053\u306e\u5206\u91ce\u306e\u9032\u5c55\u306b\u76ee\u3092\u96e2\u305b\u307e\u305b\u3093\u3002<br>\n \u65b0\u3057\u3044\u5c0e\u5165\u4e8b\u4f8b\u3084\u6280\u8853\u30c8\u30ec\u30f3\u30c9\u304c\u3042\u308c\u3070\u3001\u5f15\u304d\u7d9a\u304d\u672c\u30d6\u30ed\u30b0\u3067\u901f\u5831\u3057\u307e\u3059\u3002\n <\/p>\n <\/section>\n\n <hr>\n <footer>\n <p>\n <small>\u6587\u8cac\uff1aAI\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u30d6\u30ed\u30b0\u7de8\u96c6\u90e8\uff5c\u6700\u65b0AI\u30fb\u753b\u50cf\u89e3\u6790\u52d5\u5411\u3092\u308f\u304b\u308a\u3084\u3059\u304f\u4f1d\u3048\u307e\u3059\u3002<br>\n \u3054\u610f\u898b\u30fb\u60c5\u5831\u63d0\u4f9b\u306f\u682a\u5f0f\u4f1a\u793e\u30d3\u30fc\u30fb\u30ca\u30ec\u30c3\u30b8\u30fb\u30c7\u30b6\u30a4\u30f3\u307e\u3067\u3069\u3046\u305e\u3002<\/small>\n <\/p>\n <\/footer>\n<\/main>\n<\/body>\n<\/html>\n\n","protected":false},"excerpt":{"rendered":"<p>AI\u306b\u3088\u308b\u3054\u307f\u30fb\u7570\u7269\u691c\u77e5\u306e\u6700\u524d\u7dda\uff5c2025\u5e74\u6700\u65b0\u52d5\u5411\u3068\u672a\u6765\u5c55\u671b\u3010\u7523\u696d\u30fb\u793e\u4f1a\u30a4\u30f3\u30d5\u30e9\u3011 \u7279\u96c6 \u753b\u50cf\u89e3\u6790AI \u7523\u696dDX \u516c\u958b\u65e5\uff1a2025\u5e748\u67085\u65e5 1. \u306f\u3058\u3081\u306b \u2500\u2500 AI\u306e\u300c\u898b\u9003\u3055\u306a\u3044\u76ee\u300d\u304c\u793e\u4f1a\u3092\u5909\u3048\u308b 2025\u5e74\u590f\u3001A […]<\/p>\n","protected":false},"author":1,"featured_media":1579,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"saved_in_kubio":false,"om_disable_all_campaigns":false,"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"_uf_show_specific_survey":0,"_uf_disable_surveys":false,"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"sns_share_botton_hide":"","vkExUnit_sns_title":"","_vk_print_noindex":"","sitemap_hide":"","vkExUnit_EyeCatch_disable":"","_veu_custom_css":"","veu_display_promotion_alert":"common","vkexunit_cta_each_option":"","_jetpack_memberships_contains_paid_content":false,"_lightning_design_setting":{"layout":"default"},"footnotes":"","jetpack_post_was_ever_published":false},"categories":[5,68,24,69,65],"tags":[26,27,41],"class_list":["post-1576","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai","category-68","category-24","category-69","category-65","tag-ai","tag-27","tag-41"],"aioseo_notices":[],"veu_head_title_object":{"title":"","add_site_title":""},"jetpack_featured_media_url":"https:\/\/beeknowledge.co.jp\/wp-content\/uploads\/2025\/08\/atpwjzatpwjzatpw.jpg","jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/beeknowledge.co.jp\/index.php?rest_route=\/wp\/v2\/posts\/1576","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/beeknowledge.co.jp\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/beeknowledge.co.jp\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/beeknowledge.co.jp\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/beeknowledge.co.jp\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=1576"}],"version-history":[{"count":2,"href":"https:\/\/beeknowledge.co.jp\/index.php?rest_route=\/wp\/v2\/posts\/1576\/revisions"}],"predecessor-version":[{"id":1578,"href":"https:\/\/beeknowledge.co.jp\/index.php?rest_route=\/wp\/v2\/posts\/1576\/revisions\/1578"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/beeknowledge.co.jp\/index.php?rest_route=\/wp\/v2\/media\/1579"}],"wp:attachment":[{"href":"https:\/\/beeknowledge.co.jp\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=1576"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/beeknowledge.co.jp\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=1576"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/beeknowledge.co.jp\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=1576"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}

$\"\"$ <\/div>\n\n\n\n \n AI\u306b\u3088\u308b\u3054\u307f\u30fb\u7570\u7269\u691c\u77e5\u306e\u6700\u524d\u7dda\uff5c2025\u5e74\u6700\u65b0\u52d5\u5411\u3068\u672a\u6765\u5c55\u671b\u3010\u7523\u696d\u30fb\u793e\u4f1a\u30a4\u30f3\u30d5\u30e9\u3011<\/title>\n <meta name=\"description\" content=\"2025\u5e74\u590f\u3001AI\uff08\u753b\u50cf\u89e3\u6790\u30fb\u751f\u6210AI\u30fb\u6587\u5b57\u89e3\u6790\uff09\u306e\u3054\u307f\u30fb\u7570\u7269\u691c\u77e5\u6280\u8853\u304c\u4e16\u754c\u3068\u65e5\u672c\u306e\u73fe\u5834\u3067\u6025\u901f\u306b\u9032\u5316\u4e2d\u3002\u6700\u65b0\u306e\u4e8b\u4f8b\u3001\u82f1\u8a9e\u8ad6\u6587\u3001\u56fd\u5185\u4f01\u696d\u306e\u5c0e\u5165\u4e8b\u4f8b\u3001\u4eca\u5f8c\u306e\u793e\u4f1a\u7684\u5f71\u97ff\u307e\u3067\u5fb9\u5e95\u89e3\u8aac\u3002\">\n <meta name=\"keywords\" content=\"AI,\u753b\u50cf\u89e3\u6790,\u7570\u7269\u691c\u77e5,\u3054\u307f\u691c\u77e5,YOLO,MoViNet,\u7523\u696dAI,\u30b9\u30de\u30fc\u30c8\u30b7\u30c6\u30a3,\u98df\u54c1\u5de5\u5834,\u54c1\u8cea\u7ba1\u7406,\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u76e3\u8996,\u793e\u4f1a\u30a4\u30f3\u30d5\u30e9\">\n <style>\n body { font-family: 'Yu Gothic', 'Meiryo', sans-serif; margin: 0; background: #fafbfc; color: #222; }\n main { max-width: 900px; margin: 0 auto; background: #fff; padding: 40px 24px; box-shadow: 0 4px 16px rgba(0,0,0,0.08);}\n h1, h2, h3 { color: #22326f; }\n h1 { font-size: 2.2em; margin-bottom: 0.3em;}\n h2 { border-left: 5px solid #ff8a00; padding-left: 10px; margin-top: 2.5em;}\n h3 { margin-top: 2em; color: #3853a2;}\n .tag { color: #fff; background: #ff8a00; border-radius: 6px; padding: 2px 8px; font-size: 0.9em;}\n a { color: #3371b5; text-decoration: underline;}\n .keyword { background: #f7f3d7; border-radius: 4px; padding: 0 4px;}\n .note { background: #e6ecfa; border-left: 4px solid #6689e1; padding: 0.6em 1em; margin: 1.2em 0;}\n ul { margin-left: 2em;}\n blockquote { border-left: 5px solid #99b4e7; background: #f8faff; margin: 2em 0; padding: 1em 1.5em; color: #466; }\n table { border-collapse: collapse; width: 100%; margin: 2em 0;}\n th, td { border: 1px solid #ccd6e6; padding: 0.5em 1em;}\n th { background: #f0f4fc; }\n @media (max-width: 600px) {\n main { padding: 20px 5px; }\n h1 { font-size: 1.3em; }\n }\n <\/style>\n<\/head>\n<body>\n<main>\n \n <p>\n <span class=\"tag\">\u7279\u96c6<\/span> <span class=\"tag\">\u753b\u50cf\u89e3\u6790AI<\/span> <span class=\"tag\">\u7523\u696dDX<\/span> <br>\n <small>\u516c\u958b\u65e5\uff1a2025\u5e748\u67085\u65e5<\/small>\n <\/p>\n <hr>\n\n <section>\n <h2>1. \u306f\u3058\u3081\u306b \u2500\u2500 AI\u306e\u300c\u898b\u9003\u3055\u306a\u3044\u76ee\u300d\u304c\u793e\u4f1a\u3092\u5909\u3048\u308b<\/h2>\n <p>\n 2025\u5e74\u590f\u3001<span class=\"keyword\">AI\u306b\u3088\u308b\u3054\u307f\u30fb\u7570\u7269\u691c\u77e5\u6280\u8853<\/span>\u304c\u56fd\u5185\u5916\u306e\u73fe\u5834\u3067\u6025\u901f\u306b\u666e\u53ca\u3057\u3066\u3044\u307e\u3059\u3002\u516c\u5171\u306e\u99c5\u3084\u9053\u8def\u3001\u98df\u54c1\u5de5\u5834\u3084\u98df\u5802\u2500\u2500<br>\n \u3082\u306f\u3084\u300cAI\u304c\u73fe\u5834\u309224\u6642\u9593\u898b\u5f35\u308b\u6642\u4ee3\u300d\u304c\u73fe\u5b9f\u306b\u306a\u308a\u307e\u3057\u305f\u3002<br>\n \u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001\u82f1\u8a9e\u570f\u306e\u5b66\u8853\u52d5\u5411\u30fb\u56fd\u5185\u4f01\u696d\u306e\u5c0e\u5165\u30cb\u30e5\u30fc\u30b9\u30fb\u6280\u8853\u89e3\u8aac\u30fb\u793e\u4f1a\u7684\u306a\u80cc\u666f\u30fb\u4eca\u5f8c\u306e\u30a4\u30f3\u30d1\u30af\u30c8\u307e\u3067\u3001<b>\u5b9f\u7528\u7684\u306a\u8996\u70b9\u3067\u5fb9\u5e95\u89e3\u8aac<\/b>\u3057\u307e\u3059\u3002\n <\/p>\n <\/section>\n\n <section>\n <h2>2. \u4e16\u754c\u306e\u6700\u524d\u7dda\uff1aAI\u304c\u30b4\u30df\u6295\u68c4\u3092\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u691c\u77e5<\/h2>\n <p>\n \u307e\u305a\u306f\u4e16\u754c\u7684\u306a\u7814\u7a76\u6210\u679c\u3092\u3054\u7d39\u4ecb\u30022025\u5e748\u6708\u306b\u767a\u8868\u3055\u308c\u305fNature\u63b2\u8f09\u8ad6\u6587\u306b\u3088\u308b\u3068\u3001<b>MoViNet\uff0bYOLOv8<\/b>\u3068\u3044\u3046\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u30e2\u30c7\u30eb\u3092\u7528\u3044\u3001<b>\u6b69\u884c\u8005\u3084\u8eca\u4e21\u304b\u3089\u306e\u3054\u307f\u6295\u68c4<\/b>\u3092\u6620\u50cf\u304b\u3089\u9ad8\u7cbe\u5ea6\uff0899.5%\uff09\u3067\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u691c\u77e5\u3067\u304d\u308b\u3053\u3068\u304c\u8a3c\u660e\u3055\u308c\u307e\u3057\u305f\u3002\n <\/p>\n <blockquote>\n <b>\u8ad6\u6587\u30bf\u30a4\u30c8\u30eb\uff1a<\/b>Real\u2011time detection and monitoring of public littering<br>\n <b>\u63b2\u8f09URL\uff1a<\/b>\n <a href=\"https:\/\/www.nature.com\/articles\/s41598-024-77118-x?utm_source=chatgpt.com\" target=\"_blank\">\n https:\/\/www.nature.com\/articles\/s41598-024-77118-x\n <\/a>\n <br>\n <b>\u6280\u8853\u30dd\u30a4\u30f3\u30c8\uff1a<\/b>\n <ul>\n <li>MoViNet\uff08\u52d5\u753b\u5206\u985e\u7528AI\uff09\u3067\u300c\u3054\u307f\u6295\u68c4\u300d\u52d5\u4f5c\u81ea\u4f53\u3092\u7279\u5b9a<\/li>\n <li>YOLOv8\uff08\u7269\u4f53\u691c\u51faAI\uff09\u3067\u6295\u68c4\u8005\u3084\u8eca\u4e21\u30ca\u30f3\u30d0\u30fc\u30d7\u30ec\u30fc\u30c8\u3092\u540c\u6642\u8a8d\u8b58<\/li>\n <li>\u90fd\u5e02\u30fb\u516c\u5171\u7a7a\u9593\u3067\u306e\u9055\u53cd\u884c\u70ba\u76e3\u8996\u306b\u5fdc\u7528<\/li>\n <\/ul>\n <\/blockquote>\n <div class=\"note\">\n <b>MoViNet\u3068\u306f\uff1f<\/b><br>\n Google\u304c\u958b\u767a\u3057\u305f\u300c\u52d5\u753b\u8a8d\u8b58\u5c02\u7528AI\u300d\u3002\u8efd\u91cf\u304b\u3064\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u52d5\u4f5c\u306b\u5f37\u304f\u3001\u9632\u72af\u30fb\u54c1\u8cea\u7ba1\u7406\u306a\u3069\u73fe\u5834\u5411\u3051\u306e\u30d3\u30c7\u30aa\u89e3\u6790\u3067\u63a1\u7528\u304c\u9032\u3080\u3002\n <\/div>\n <p>\n \u5b9f\u969b\u306e\u90fd\u5e02\u5b9f\u8a3c\u5b9f\u9a13\u3067\u306f\u3001\u6295\u68c4\u52d5\u4f5c\u3092\u7684\u78ba\u306b\u898b\u629c\u304d\u3064\u3064\u3001\u8aa4\u691c\u77e5\uff08\u843d\u3061\u8449\u3084\u30ab\u30d0\u30f3\u306e\u52d5\u304d\uff09\u3082\u4f4e\u6e1b\u3002\u307e\u3055\u306b\u201c\u4eba\u9593\u306e\u76ee\u201d\u3092\u8d85\u3048\u308b\u76e3\u8996AI\u3067\u3059\u3002\n <\/p>\n <\/section>\n\n <section>\n <h2>3. \u65e5\u672c\u306e\u73fe\u5834\uff1a\u98df\u5802\u30bb\u30eb\u30d5\u30ec\u30b8\u300cEatScan\u300d\u304c\u7570\u7269\u691c\u77e5AI\u3067\u9032\u5316<\/h2>\n <p>\n \u56fd\u5185\u3067\u3082AI\u7570\u7269\u691c\u77e5\u306e\u5c0e\u5165\u304c\u9032\u3093\u3067\u3044\u307e\u3059\u3002\u5175\u5eab\u770c\u306e\u682a\u5f0f\u4f1a\u793e\u30d6\u30ec\u30a4\u30f3\u306f\u3001\u793e\u54e1\u98df\u5802\u5411\u3051\u30bb\u30eb\u30d5\u30ec\u30b8<b>\u300cEatScan\u300d<\/b>\u306e\u65b0\u30e2\u30c7\u30eb\u3067\u3001AI\u306b\u3088\u308b<b>\u7570\u7269\u6df7\u5165\u691c\u77e5\u6a5f\u80fd<\/b>\u3092\u5927\u5e45\u5f37\u5316\u3002\u6599\u7406\u3084\u98df\u5668\u4ee5\u5916\u306e\u3054\u307f\u6df7\u5165\u3092\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u5224\u5b9a\u3057\u3001\u4e8b\u6545\u3084\u30af\u30ec\u30fc\u30e0\u3092\u672a\u7136\u306b\u9632\u6b62\u3057\u307e\u3059\u3002\n <\/p>\n <blockquote>\n <b>\u30cb\u30e5\u30fc\u30b9\u8a18\u4e8b\uff1a<\/b>\n <a href=\"https:\/\/www.excite.co.jp\/news\/article\/Prtimes_2025-08-04-156402-2\/?utm_source=chatgpt.com\" target=\"_blank\">\n \u30a8\u30ad\u30b5\u30a4\u30c8\u30cb\u30e5\u30fc\u30b9\uff082025\u5e748\u67084\u65e5\u4ed8\uff09\n <\/a><br>\n <a href=\"https:\/\/www.kobe-np.co.jp\/info\/prtimes\/202508\/c156402_r2.shtml?utm_source=chatgpt.com\" target=\"_blank\">\n \u795e\u6238\u65b0\u805e\u30d7\u30ec\u30b9\u30ea\u30ea\u30fc\u30b9\n <\/a>\n <br>\n <b>\u5c0e\u5165\u306e\u30e1\u30ea\u30c3\u30c8\uff1a<\/b>\n <ul>\n <li>\u4eba\u624b\u691c\u54c1\u3067\u306f\u898b\u9003\u3057\u304c\u3061\u306a\u300c\u7570\u7269\u30fb\u3054\u307f\u300d\u3092\u81ea\u52d5\u8b58\u5225<\/li>\n <li>\u8aa4\u3063\u3066\u7bb8\u888b\u3084\u30d7\u30e9\u30b9\u30c1\u30c3\u30af\u7247\u304c\u6df7\u5165\u3057\u3066\u3082\u5373\u30a2\u30e9\u30fc\u30c8<\/li>\n <li>\u885b\u751f\u30fb\u5b89\u5168\u30ec\u30d9\u30eb\u304c\u5287\u7684\u306b\u5411\u4e0a<\/li>\n <\/ul>\n <\/blockquote>\n <div class=\"note\">\n \u3053\u308c\u307e\u3067AI\u7570\u7269\u691c\u77e5\u306f\u98df\u54c1\u5de5\u5834\u3067\u306e\u5c0e\u5165\u304c\u591a\u304b\u3063\u305f\u304c\u3001\u8fd1\u5e74\u306f\u300c\u98f2\u98df\u5e97\u30fb\u98df\u5802\u300d\u306a\u3069\u4e00\u822c\u5229\u7528\u306e\u73fe\u5834\u306b\u3082\u666e\u53ca\u304c\u62e1\u5927\u3057\u3066\u3044\u308b\u3002\n <\/div>\n <\/section>\n\n <section>\n <h2>4. AI\u7570\u7269\u691c\u77e5\u3067\u4f7f\u308f\u308c\u308b\u6700\u65b0\u6280\u8853\u7528\u8a9e\u3068\u305d\u306e\u610f\u5473<\/h2>\n <table>\n <tr><th>\u7528\u8a9e<\/th><th>\u82f1\u8a9e\u8868\u8a18<\/th><th>\u610f\u5473\uff08\u65e5\u672c\u8a9e\uff09<\/th><\/tr>\n <tr>\n <td>\u7269\u4f53\u691c\u51fa<\/td>\n <td>Object detection<\/td>\n <td>\u753b\u50cf\u3084\u6620\u50cf\u304b\u3089\u300c\u7269\u30fb\u3054\u307f\u30fb\u7570\u7269\u300d\u306a\u3069\u306e\u4f4d\u7f6e\u30fb\u7a2e\u985e\u3092\u8a8d\u8b58\u3059\u308bAI\u6280\u8853\u3002<\/td>\n <\/tr>\n <tr>\n <td>\u5206\u985e<\/td>\n <td>Classification<\/td>\n <td>\u7269\u4f53\u3084\u753b\u50cf\u5185\u8981\u7d20\u3092\u300c\u30b4\u30df\uff0f\u8449\u3063\u3071\uff0f\u4eba\u300d\u306a\u3069\u30ab\u30c6\u30b4\u30ea\u3054\u3068\u306b\u5206\u3051\u308b\u51e6\u7406\u3002<\/td>\n <\/tr>\n <tr>\n <td>\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0<\/td>\n <td>Real-time<\/td>\n <td>\u307b\u307c\u9045\u5ef6\u306a\u304f\u5373\u5ea7\u306bAI\u51e6\u7406\u30fb\u5224\u5b9a\u3092\u8fd4\u3059\u3053\u3068\u3002\u73fe\u5834\u9069\u7528\u3067\u5fc5\u9808\u3002<\/td>\n <\/tr>\n <tr>\n <td>\u76e3\u8996\u30fb\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0<\/td>\n <td>Monitoring<\/td>\n <td>\u73fe\u5834\u306e\u72b6\u614b\u5909\u5316\u3092\u5e38\u6642\u30c1\u30a7\u30c3\u30af\u3057\u3001\u7570\u5e38\u3084\u5909\u5316\u3092\u3059\u3050\u691c\u77e5\u3059\u308b\u3053\u3068\u3002<\/td>\n <\/tr>\n <tr>\n <td>\u691c\u51fa<\/td>\n <td>Detection<\/td>\n <td>\u753b\u50cf\u3084\u6620\u50cf\u304b\u3089\u7570\u7269\u3084\u3054\u307f\u306a\u3069\u3092\u767a\u898b\u3059\u308b\u3053\u3068\u3002<\/td>\n <\/tr>\n <\/table>\n <div class=\"note\">\n <b>TOEIC800\u70b9\u4ee5\u4e0a\u306e\u5358\u8a9e\u306e\u88dc\u8db3\u89e3\u8aac\uff1a<\/b><br>\n \u4e0a\u8a18\u306e”object detection”\u3084”classification”\u306a\u3069\u306f\u3001\u6280\u8853\u7cfb\u82f1\u6587\u3067\u306f\u5fc5\u9808\u5358\u8a9e\u3002<br>\n \u4f8b\uff1a<b>classification<\/b>\uff08\u5206\u985e\uff09\uff1d\u5c5e\u6027\u3084\u30ab\u30c6\u30b4\u30ea\u3054\u3068\u306b\u533a\u5225\u3059\u308b\u3053\u3068\u3002\n <\/div>\n <\/section>\n\n <section>\n <h2>5. \u80cc\u666f\u89e3\u8aac\uff1a\u300c\u306a\u305c\u4ecaAI\u3054\u307f\u691c\u77e5\u304c\u6025\u901f\u306b\u6c42\u3081\u3089\u308c\u308b\u306e\u304b\u300d<\/h2>\n <ul>\n <li><b>\u3054\u307f\u554f\u984c\u30fb\u7570\u7269\u6df7\u5165\u4e8b\u6545\u304c\u793e\u4f1a\u8ab2\u984c\u306b<\/b> \n \u2500 \u516c\u5171\u7a7a\u9593\u306e\u7f8e\u89b3\u3084\u98df\u54c1\u306e\u5b89\u5168\u304c\u554f\u308f\u308c\u3001\u30af\u30ec\u30fc\u30e0\u30fb\u4e8b\u6545\u30ea\u30b9\u30af\u304c\u62e1\u5927\u3002\n <\/li>\n <li><b>\u4eba\u624b\u30c1\u30a7\u30c3\u30af\u306e\u9650\u754c<\/b> \n \u2500 \u6e05\u6383\u3084\u691c\u54c1\u306f\u4eba\u624b\u4e0d\u8db3\u3084\u30d2\u30e5\u30fc\u30de\u30f3\u30a8\u30e9\u30fc\u3001\u30b3\u30b9\u30c8\u5897\u3067\u5bfe\u5fdc\u304c\u56f0\u96e3\u306b\u3002\n <\/li>\n <li><b>AI\u30e2\u30c7\u30eb\u306e\u9032\u5316<\/b> \n \u2500 YOLO, MoViNet\u306a\u3069\u306e\u6700\u65b0AI\u304c\u300c\u5c0f\u3055\u306a\u7570\u7269\u300d\u300c\u6295\u68c4\u52d5\u4f5c\u300d\u3082\u9ad8\u7cbe\u5ea6\u3067\u5224\u5b9a\u53ef\u80fd\u306b\u3002\n <\/li>\n <li><b>\u30b9\u30de\u30fc\u30c8\u30b7\u30c6\u30a3\u5316\u306e\u52a0\u901f<\/b> \n \u2500 \u793e\u4f1a\u30a4\u30f3\u30d5\u30e9\uff08\u99c5\u30fb\u7a7a\u6e2f\u30fb\u9053\u8def\u30fb\u5de5\u5834\uff09\u5168\u4f53\u3067AI\u76e3\u8996\u306e\u9700\u8981\u304c\u9ad8\u9a30\u3002\n <\/li>\n <\/ul>\n <p>\n SDGs\uff08\u6301\u7d9a\u53ef\u80fd\u306a\u958b\u767a\u76ee\u6a19\uff09\u3084\u54c1\u8cea\u4fdd\u8a3c\u3092\u80cc\u666f\u306b\u3001\u4f01\u696d\u30fb\u81ea\u6cbb\u4f53\u3082\u300cAI\u7570\u7269\u691c\u77e5\u300d\u3092\u6226\u7565\u7684\u6295\u8cc7\u5bfe\u8c61\u306b\u636e\u3048\u59cb\u3081\u3066\u3044\u307e\u3059\u3002\n <\/p>\n <\/section>\n\n <section>\n <h2>6. \u4eca\u5f8c\u306e\u5c55\u671b\u3068\u793e\u4f1a\u7684\u30a4\u30f3\u30d1\u30af\u30c8<\/h2>\n <p>\n <b>AI\u306b\u3088\u308b\u3054\u307f\u30fb\u7570\u7269\u691c\u77e5\u6280\u8853<\/b>\u304c\u672c\u683c\u666e\u53ca\u3059\u308c\u3070\u3001\u307e\u305a\u516c\u5171\u7a7a\u9593\u3084\u5de5\u696d\u73fe\u5834\u306b\u304a\u3051\u308b\u554f\u984c\u306e\u300c\u898b\u9003\u3057\u30bc\u30ed\u5316\u300d\u300c\u5bfe\u5fdc\u306e\u5373\u6642\u5316\u300d\u304c\u73fe\u5b9f\u3068\u306a\u308a\u307e\u3059\u3002\u99c5\u69cb\u5185\u3084\u9053\u8def\u6cbf\u3044\u3067\u306f\u3001\u6295\u68c4\u884c\u70ba\u30fb\u653e\u7f6e\u7269\u3092\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u691c\u77e5\u3057\u3001\u5373\u5ea7\u306b\u6e05\u6383\u5bfe\u5fdc\u3084\u9055\u53cd\u8005\u3078\u306e\u8b66\u544a\u304c\u53ef\u80fd\u306b\u3002\u3053\u308c\u306f\u6e05\u6383\u52b9\u7387\u3068\u7f8e\u89b3\u306e\u4e21\u7acb\u3060\u3051\u3067\u306a\u304f\u3001\u30e2\u30e9\u30eb\u7dad\u6301\u306b\u3082\u76f4\u7d50\u3057\u307e\u3059\u3002<br><br>\n 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\u3053\u306e\u6d41\u308c\u306f\u3001\u74b0\u5883\u4fdd\u5168\u30fb\u98df\u54c1\u5b89\u5168\u30fb\u54c1\u8cea\u7ba1\u7406\u30fb\u4eba\u624b\u4e0d\u8db3\u5bfe\u7b56\u3068\u3044\u3046\u8907\u6570\u8ab2\u984c\u3092\u6a2a\u65ad\u7684\u306b\u89e3\u6c7a\u3059\u308b\u300c\u793e\u4f1a\u30a4\u30f3\u30d5\u30e9\u306e\u57fa\u76e4\u6280\u8853\u300d\u3078\u3068\u9032\u5316\u3057\u3066\u3044\u304f\u3067\u3057\u3087\u3046\u3002\u4eca\u5f8c\u306f\u30b9\u30de\u30fc\u30c8\u30b7\u30c6\u30a3\u30fb\u30b9\u30de\u30fc\u30c8\u5de5\u5834\u30fb\u30b9\u30de\u30fc\u30c8\u516c\u5171\u7a7a\u9593\u3068\u3044\u3063\u305f\u5834\u9762\u3067\u306e\u6a19\u6e96\u6280\u8853\u3068\u306a\u308a\u3001\u884c\u653f\u3084\u5927\u624b\u4f01\u696d\u304c\u5c0e\u5165\u3092\u52a0\u901f\u3059\u308b\u306f\u305a\u3067\u3059\u3002<br>\n \u4e00\u65b9\u3067\u3001\u6620\u50cf\u4e2d\u306e\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u914d\u616e\u3084AI\u8aa4\u691c\u77e5\u5bfe\u7b56\u306a\u3069\u904b\u7528\u9762\u306e\u8ab2\u984c\u3082\u9855\u5728\u5316\u3057\u307e\u3059\u304c\u3001\u65e5\u672c\u793e\u4f1a\u304c\u5f97\u610f\u3068\u3059\u308b\u73fe\u5834\u6700\u9069\u5316\u3084\u6cd5\u6574\u5099\u304c\u9032\u3080\u3053\u3068\u3067\u3001\u3055\u3089\u306b\u9ad8\u5ea6\u306aAI\u793e\u4f1a\u57fa\u76e4\u306e\u69cb\u7bc9\u304c\u671f\u5f85\u3055\u308c\u307e\u3059\u3002\n <\/p>\n <\/section>\n\n <section>\n <h2>7. \u95a2\u9023\u8ad6\u6587\u30fb\u30cb\u30e5\u30fc\u30b9\u30ea\u30f3\u30af\u96c6<\/h2>\n <ul>\n <li>\n <a href=\"https:\/\/www.nature.com\/articles\/s41598-024-77118-x?utm_source=chatgpt.com\" target=\"_blank\">\n Nature\u63b2\u8f09\u8ad6\u6587\uff1aReal\u2011time detection and monitoring of public littering\uff08\u82f1\u8a9e\uff09\n <\/a>\n <\/li>\n <li>\n <a href=\"https:\/\/www.excite.co.jp\/news\/article\/Prtimes_2025-08-04-156402-2\/?utm_source=chatgpt.com\" target=\"_blank\">\n \u30a8\u30ad\u30b5\u30a4\u30c8\u30cb\u30e5\u30fc\u30b9\uff1a\u300cEatScan\u300d\u7570\u7269\u691c\u77e5AI\u30e2\u30c7\u30eb\u306e\u767a\u8868\uff08\u65e5\u672c\u8a9e\uff09\n <\/a>\n <\/li>\n <li>\n <a href=\"https:\/\/www.kobe-np.co.jp\/info\/prtimes\/202508\/c156402_r2.shtml?utm_source=chatgpt.com\" target=\"_blank\">\n \u795e\u6238\u65b0\u805e\uff1a\u30bb\u30eb\u30d5\u30ec\u30b8EatScan\u65b0\u6a5f\u80fd\uff08\u65e5\u672c\u8a9e\uff09\n <\/a>\n <\/li>\n <li>\n <a href=\"https:\/\/monoist.itmedia.co.jp\/mn\/articles\/2504\/03\/news083.html?utm_source=chatgpt.com\" target=\"_blank\">\n MONOist\uff1a\u5de5\u5834AI\u7570\u7269\u691c\u77e5\u306e\u73fe\u5834\u30ec\u30dd\u30fc\u30c8\n <\/a>\n <\/li>\n <li>\n <a href=\"https:\/\/e-ryowa.com\/ai\/archives\/215?utm_source=chatgpt.com\" target=\"_blank\">\n \u826f\u548c\u30b7\u30b9\u30c6\u30e0\uff1aAI\u306b\u3088\u308b\u7570\u7269\u691c\u67fb\u306e\u6700\u65b0\u6280\u8853\n <\/a>\n <\/li>\n <\/ul>\n <\/section>\n\n <section>\n <h2>8. \u307e\u3068\u3081\u2500\u2500\u300c\u898b\u9003\u3057\u30bc\u30ed\u300d\u306eAI\u304c\u793e\u4f1a\u6a19\u6e96\u306b<\/h2>\n <p>\n \u3054\u307f\u3084\u7570\u7269\u306e\u300c\u898b\u9003\u3057\u30bc\u30ed\u300d\u3092AI\u304c\u62c5\u3046\u6642\u4ee3\u306f\u3001\u3059\u3067\u306b\u59cb\u307e\u3063\u3066\u3044\u307e\u3059\u3002\u6280\u8853\u306e\u9032\u5316\u3068\u793e\u4f1a\u8ab2\u984c\u306e\u89e3\u6c7a\u30cb\u30fc\u30ba\u304c\u565b\u307f\u5408\u3044\u3001\u73fe\u5834\u306e\u30aa\u30da\u30ec\u30fc\u30b7\u30e7\u30f3\u3084\u793e\u4f1a\u30a4\u30f3\u30d5\u30e9\u304c<strong>\u4e00\u6bb5\u968e\u4e0a\u306e\u201c\u30af\u30ea\u30fc\u30f3\u9769\u547d\u201d<\/strong>\u3078\u7a81\u5165\u3057\u307e\u3057\u305f\u3002<br>\n \u4eca\u5f8c\u3082\u3053\u306e\u5206\u91ce\u306e\u9032\u5c55\u306b\u76ee\u3092\u96e2\u305b\u307e\u305b\u3093\u3002<br>\n \u65b0\u3057\u3044\u5c0e\u5165\u4e8b\u4f8b\u3084\u6280\u8853\u30c8\u30ec\u30f3\u30c9\u304c\u3042\u308c\u3070\u3001\u5f15\u304d\u7d9a\u304d\u672c\u30d6\u30ed\u30b0\u3067\u901f\u5831\u3057\u307e\u3059\u3002\n <\/p>\n <\/section>\n\n <hr>\n <footer>\n <p>\n <small>\u6587\u8cac\uff1aAI\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u30d6\u30ed\u30b0\u7de8\u96c6\u90e8\uff5c\u6700\u65b0AI\u30fb\u753b\u50cf\u89e3\u6790\u52d5\u5411\u3092\u308f\u304b\u308a\u3084\u3059\u304f\u4f1d\u3048\u307e\u3059\u3002<br>\n \u3054\u610f\u898b\u30fb\u60c5\u5831\u63d0\u4f9b\u306f\u682a\u5f0f\u4f1a\u793e\u30d3\u30fc\u30fb\u30ca\u30ec\u30c3\u30b8\u30fb\u30c7\u30b6\u30a4\u30f3\u307e\u3067\u3069\u3046\u305e\u3002<\/small>\n <\/p>\n <\/footer>\n<\/main>\n<\/body>\n<\/html>\n\n","protected":false},"excerpt":{"rendered":"<p>AI\u306b\u3088\u308b\u3054\u307f\u30fb\u7570\u7269\u691c\u77e5\u306e\u6700\u524d\u7dda\uff5c2025\u5e74\u6700\u65b0\u52d5\u5411\u3068\u672a\u6765\u5c55\u671b\u3010\u7523\u696d\u30fb\u793e\u4f1a\u30a4\u30f3\u30d5\u30e9\u3011 \u7279\u96c6 \u753b\u50cf\u89e3\u6790AI \u7523\u696dDX \u516c\u958b\u65e5\uff1a2025\u5e748\u67085\u65e5 1. \u306f\u3058\u3081\u306b \u2500\u2500 AI\u306e\u300c\u898b\u9003\u3055\u306a\u3044\u76ee\u300d\u304c\u793e\u4f1a\u3092\u5909\u3048\u308b 2025\u5e74\u590f\u3001A […]<\/p>\n","protected":false},"author":1,"featured_media":1579,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"saved_in_kubio":false,"om_disable_all_campaigns":false,"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"_uf_show_specific_survey":0,"_uf_disable_surveys":false,"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"sns_share_botton_hide":"","vkExUnit_sns_title":"","_vk_print_noindex":"","sitemap_hide":"","vkExUnit_EyeCatch_disable":"","_veu_custom_css":"","veu_display_promotion_alert":"common","vkexunit_cta_each_option":"","_jetpack_memberships_contains_paid_content":false,"_lightning_design_setting":{"layout":"default"},"footnotes":"","jetpack_post_was_ever_published":false},"categories":[5,68,24,69,65],"tags":[26,27,41],"class_list":["post-1576","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai","category-68","category-24","category-69","category-65","tag-ai","tag-27","tag-41"],"aioseo_notices":[],"veu_head_title_object":{"title":"","add_site_title":""},"jetpack_featured_media_url":"https:\/\/beeknowledge.co.jp\/wp-content\/uploads\/2025\/08\/atpwjzatpwjzatpw.jpg","jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/beeknowledge.co.jp\/index.php?rest_route=\/wp\/v2\/posts\/1576","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/beeknowledge.co.jp\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/beeknowledge.co.jp\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/beeknowledge.co.jp\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/beeknowledge.co.jp\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=1576"}],"version-history":[{"count":2,"href":"https:\/\/beeknowledge.co.jp\/index.php?rest_route=\/wp\/v2\/posts\/1576\/revisions"}],"predecessor-version":[{"id":1578,"href":"https:\/\/beeknowledge.co.jp\/index.php?rest_route=\/wp\/v2\/posts\/1576\/revisions\/1578"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/beeknowledge.co.jp\/index.php?rest_route=\/wp\/v2\/media\/1579"}],"wp:attachment":[{"href":"https:\/\/beeknowledge.co.jp\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=1576"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/beeknowledge.co.jp\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=1576"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/beeknowledge.co.jp\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=1576"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}