AI\u3067\u5b88\u308b\u6d77\u6d0b\u74b0\u5883 \u2013 \u793e\u4f1a\u7684\u610f\u7fa9\u3068\u73fe\u5b9f\u7684\u8ab2\u984c\u30fb\u5bfe\u7b56\u30ac\u30a4\u30c9\uff082025\uff09<\/title>\n <meta name=\"description\" content=\"\u6d77\u3092\u5b88\u308b\u793e\u4f1a\u7684\u610f\u7fa9\u3001\u73fe\u5834\u3067\u306e\u8ab2\u984c\u3068AI\u306b\u3088\u308b\u73fe\u5b9f\u7684\u5bfe\u7b56\u3001AI\u306b\u3088\u308b\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u3001\u73fe\u5834\u904b\u7528\u30cf\u30fc\u30c9\u30eb\u3068\u305d\u306e\u4e57\u308a\u8d8a\u3048\u65b9\u307e\u3067\u4e01\u5be7\u306b\u89e3\u8aac\u3002\">\n <style>\n body{font-family:'Meiryo','Yu Gothic',sans-serif;line-height:1.8;color:#222;background:#f8fafc;}\n h1,h2,h3{color:#154673;}\n pre,code{background:#eaf2fb;padding:3px 7px;border-radius:6px;}\n .section{margin-bottom:2.4em;}\n .point{background:#ecfff2;border-left:6px solid #0bb462;padding:0.9em;margin:1.2em 0;}\n .alert{background:#fff1f1;border-left:6px solid #d03b3b;padding:0.9em;margin:1.2em 0;}\n .case{background:#f4f4ff;border-left:6px solid #6b7fff;padding:0.9em;margin:1.2em 0;}\n ul{margin-left:2em;}\n .note{color:#666;font-size:90%;}\n a{color:#154673;}\n <\/style>\n<\/head>\n<body>\n <div class=\"section\">\n <h2>\u25a0 \u6d77\u3092\u5b88\u308b\u610f\u7fa9 \u2015 \u306a\u305c\u201c\u4eca\u201d\u5fc5\u8981\u306a\u306e\u304b<\/h2>\n <p>\n \u6d77\u306f\u65e5\u672c\u7d4c\u6e08\u30fb\u98df\u30fb\u6587\u5316\u306e\u6839\u5e79\u3067\u3059\u3002\u3057\u304b\u3057\u4eca\u3001<b>\u6c17\u5019\u5909\u52d5\u30fb\u30d7\u30e9\u30b9\u30c1\u30c3\u30af\u3054\u307f\u30fb\u5916\u6765\u751f\u7269\u30fb\u9055\u6cd5\u6f01\u696d\u30fb\u8d64\u6f6e\u30fb\u30b5\u30f3\u30b4\u767d\u5316<\/b>\u3068\u5371\u6a5f\u304c\u5c71\u7a4d\u3002<br>\n \u8fd1\u5e74\u306e\u8abf\u67fb\u3067\u306f\u3001<b>\u65e5\u672c\u306e\u6cbf\u5cb8\u9b5a\u985e\u306e\u7d043\u5272\u304c20\u5e74\u3067\u6fc0\u6e1b<\/b>\u3001\u30b5\u30f3\u30b4\u7901\u306e\u767d\u5316\u306f\u6c96\u7e04\u30678\u5272\u8d85\u3048\u306b\u9054\u3057\u305f\u5e74\u3082\u3042\u308a\u3001\u6d77\u6d0b\u751f\u7269\u306e\u591a\u69d8\u6027\u304c\u6025\u901f\u306b\u640d\u306a\u308f\u308c\u3066\u3044\u307e\u3059\u3002\n <\/p>\n <ul>\n <li>\u25a0 <b>\u6f01\u696d\u30fb\u89b3\u5149\u8cc7\u6e90\u306e\u57fa\u76e4<\/b>\uff1a\u6f01\u7372\u6e1b\u306f\u4e00\u6b21\u7523\u696d\u306e\u96c7\u7528\u30fb\u98df\u6599\u5b89\u5b9a\u306b\u76f4\u7d50<\/li>\n <li>\u25a0 <b>\u6cbf\u5cb8\u9632\u707d\u30fb\u6c17\u5019\u8abf\u6574<\/b>\uff1a\u85fb\u5834\u3084\u30b5\u30f3\u30b4\u306f\u6d25\u6ce2\u30fb\u9ad8\u6f6e\u7de9\u548c\u306b\u3082\u4e0d\u53ef\u6b20<\/li>\n <li>\u25a0 <b>\u6d77\u6d0b\u3054\u307f\u3084\u5916\u6765\u7a2e<\/b>\uff1a\u89b3\u5149\u5730\u306e\u4fa1\u5024\u4f4e\u4e0b\u30fb\u5728\u6765\u7a2e\u7d76\u6ec5\u3092\u3082\u305f\u3089\u3059<\/li>\n <\/ul>\n <div class=\"point\">\n <b>\u300c\u6d77\u3092\u5b88\u308b\u300d\u306f\u5730\u5143\u7d4c\u6e08\u30fb\u6587\u5316\u306e\u9632\u885b\u3060\u3051\u3067\u306a\u304f\u3001\u6b21\u4e16\u4ee3\u3078\u306e\u8cac\u4efb\u3002<\/b> \n \u305d\u306e\u305f\u3081\u306b\u306f<b>\u201c\u5b9a\u91cf\u7684\u30fb\u9023\u7d9a\u7684\u201d\u306a\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0<\/b>\u3068\u3001\u65e9\u671f\u8b66\u6212\u304c\u4e0d\u53ef\u6b20\u3067\u3059\u3002\n <\/div>\n <\/div>\n\n <div class=\"section\">\n <h2>\u25a0 \u8ab2\u984c\uff1a\u73fe\u5834\u3067\u201c\u7d99\u7d9a\u7684\u306a\u89b3\u6e2c\u201d\u304c\u3067\u304d\u306a\u3044\u7406\u7531<\/h2>\n <ul>\n <li>\u4eba\u624b\u8abf\u67fb\u306f<b>\u8cbb\u7528\u30fb\u4eba\u6750\u30fb\u5929\u5019\u4f9d\u5b58<\/b>\u3067\u7d99\u7d9a\u56f0\u96e3<\/li>\n <li>\u5f93\u6765\u578b\u306e\u76e3\u8996\u88c5\u7f6e\u30fb\u30bb\u30f3\u30b5\u306f<b>\u9ad8\u4fa1\u30fb\u7dad\u6301\u7ba1\u7406\u304c\u91cd\u3044\u30fb\u30d6\u30e9\u30c3\u30af\u30dc\u30c3\u30af\u30b9<\/b><\/li>\n <li>\u76ee\u8996\u30fb\u5de1\u56de\u306f<b>\u201c\u70b9\u201d\u89b3\u6e2c<\/b>\u3067\u5909\u5316\u3092\u898b\u843d\u3068\u3057\u3084\u3059\u3044<\/li>\n <li>\u7570\u5e38\u3084\u5916\u6765\u751f\u7269\u306f<b>\u300c\u767a\u898b\u304c\u9045\u308c\u308b\u300d\u3068\u88ab\u5bb3\u304c\u62e1\u5927<\/b><\/li>\n <\/ul>\n <div class=\"alert\">\n <b>\u8981\u3059\u308b\u306b\u300c\u30b3\u30b9\u30c8\u30fb\u4eba\u624b\u30fb\u6301\u7d9a\u6027\u300d\u304c\u5168\u3066\u306e\u30dc\u30c8\u30eb\u30cd\u30c3\u30af\u3002<\/b> \n \u201c\u6d77\u306f\u898b\u3048\u306a\u3044\u30fb\u6e2c\u308c\u306a\u3044\u201d\u73fe\u72b6\u3053\u305d\u6700\u5927\u306e\u8ab2\u984c\u3067\u3059\u3002\n <\/div>\n <\/div>\n\n <div class=\"section\">\n <h2>\u25a0 AI\u304c\u5909\u3048\u308b\u300c\u89b3\u6e2c\u306e\u73fe\u5b9f\u300d<\/h2>\n <ul>\n <li>\u5e02\u8ca9\u30ab\u30e1\u30e9\uff0bPC\u3084Jetson Nano\uff0bYOLOX\u3067<b>\u663c\u591c\u30fb\u8352\u5929\u30fb\u9060\u9694\u5730\u3082\u81ea\u52d5\u3067\u9023\u7d9a\u89b3\u6e2c<\/b><\/li>\n <li>\u6620\u50cf\u89e3\u6790\u3067<b>\u9b5a\u7a2e\u30fb\u7fa4\u308c\u30fb\u30b5\u30f3\u30b4\u30fb\u3054\u307f\u30fb\u5916\u6765\u7a2e<\/b>\u3092\u8b58\u5225\u3057\u3001\u500b\u4f53\u6570\u3084\u7570\u5e38\u3082\u81ea\u52d5\u8a18\u9332<\/li>\n <li>\u7570\u5e38\u5146\u5019\u3084\u5916\u6765\u7a2e\u51fa\u73fe\u306f<b>\u30a2\u30e9\u30fc\u30c8\u81ea\u52d5\u901a\u77e5<\/b>\u3067\u304d\u308b<\/li>\n <li>\u201c\u73fe\u5834\u306e\u5199\u771f\u30fb\u6620\u50cf\u201d\u3092<b>\u8a3c\u62e0\u30c7\u30fc\u30bf\u3068\u3057\u3066\u653f\u7b56\u3084\u52a9\u6210\u91d1\u7533\u8acb<\/b>\u306b\u3082\u4f7f\u3048\u308b<\/li>\n <\/ul>\n <div class=\"point\">\n <b>AI\u306f\u300c\u4eba\u304c\u884c\u3051\u306a\u3044\u30fb\u898b\u9003\u3057\u3066\u3044\u305f\u300d\u73fe\u5834\u5909\u5316\u3082\u898b\u3064\u3051\u3001\u5730\u57df\u306e\u77e5\u898b\u3092\u79d1\u5b66\u7684\u6839\u62e0\u3067\u652f\u3048\u307e\u3059\u3002<\/b>\n <\/div>\n <\/div>\n\n <div class=\"section\">\n <h2>\u25a0 \u3057\u304b\u3057\u3001\u73fe\u5b9f\u306f\u7518\u304f\u306a\u3044 \u2015 \u30cf\u30fc\u30c9\u30eb\u306e\u58c1<\/h2>\n <div class=\"alert\">\n <ul>\n <li>\u25a0 <b>\u9632\u6c34\u7b50\u4f53<\/b>\uff1a\u5869\u5bb3\u30fb\u6e7f\u6c17\u30fb\u85fb\u306e\u4ed8\u7740\u3001\u30ec\u30f3\u30ba\u66c7\u308a\u3001\u7b50\u4f53\u5272\u308c<\/li>\n <li>\u25a0 <b>\u96fb\u6e90\u78ba\u4fdd<\/b>\uff1a\u30d0\u30c3\u30c6\u30ea\u4ea4\u63db\/\u8150\u98df\u3001\u53f0\u98a8\u3084\u96f7\u3067\u4e00\u767a\u505c\u6b62\u3001\u30bd\u30fc\u30e9\u30fc\u3067\u3082\u65e5\u7167\u4e0d\u8db3<\/li>\n <li>\u25a0 <b>\u8150\u98df<\/b>\uff1a\u7aef\u5b50\u30fb\u30cd\u30b8\u30fb\u57fa\u677f\u307e\u3067\u5168\u3066\u5869\u3067\u6b7b\u306c\u30021\u5e74\u6301\u3066\u3070\u512a\u79c0<\/li>\n <li>\u25a0 <b>\u30c7\u30fc\u30bf\u901a\u4fe1<\/b>\uff1a\u6d77\u5cb8\u90e8\u306eLTE\/\u5149\u901a\u4fe1\u306f\u5b89\u5b9a\u3057\u306a\u3044\u3002\u30ed\u30fc\u30ab\u30eb\u4fdd\u5b58\u5fc5\u9808<\/li>\n <li>\u25a0 <b>AI\u30e2\u30c7\u30eb\u306e\u7dad\u6301<\/b>\uff1a\u73fe\u5834\u3054\u3068\u306b\u6620\u50cf\u6761\u4ef6\u304c\u9055\u3046\u305f\u3081\u518d\u5b66\u7fd2\u304c\u5fc5\u8981<\/li>\n <li>\u25a0 <b>\u904b\u7528\u4eba\u6750<\/b>\uff1aIT\u3082\u73fe\u5834\u3082\u5206\u304b\u308b\u4eba\u6750\u304c\u4e0d\u8db3<\/li>\n <\/ul>\n <b>\u6700\u5927\u306e\u6575\u306f\u300cAI\u300d\u3067\u306f\u306a\u304f\u300c\u81ea\u7136\u300d\u3068\u300c\u6301\u7d9a\u4f53\u5236\u300d<\/b>\u3067\u3059\u3002\n <\/div>\n <\/div>\n\n <div class=\"section\">\n <h2>\u25a0 \u30cf\u30fc\u30c9\u30eb\u3092\u4e57\u308a\u8d8a\u3048\u308b\u73fe\u5b9f\u7684\u30d2\u30f3\u30c8\u3068\u5bfe\u7b56<\/h2>\n <h3>\u30101\u3011\u30cf\u30fc\u30c9\u30fb\u8a2d\u7f6e\u904b\u7528<\/h3>\n <ul>\n <li><b>\u8a2d\u7f6e\u306f\u6700\u521d\u304b\u3089\u201c\u4eee\u8a2d\u201d\u3067\u59cb\u3081\u308b<\/b>\uff1aDIY\u9632\u6c34\u30dc\u30c3\u30af\u30b9\uff0b\u5e02\u8ca9\u9632\u6c34\u30ab\u30e1\u30e9\uff0b\u5c0f\u578bPC\uff08Jetson\/NUC\u7b49\uff09<\/li>\n <li><b>\u9632\u6c34\u9632\u5869<\/b>\uff1a\u30b7\u30ea\u30ab\u30b2\u30eb\u5b9a\u671f\u4ea4\u63db\u3001\u30d1\u30c3\u30ad\u30f3\u4e8c\u91cd\u5316\u3001\u9306\u6b62\u3081\u30b0\u30ea\u30b9<\/li>\n <li><b>\u96fb\u6e90\u5197\u9577\u5316<\/b>\uff1a\u30bd\u30fc\u30e9\u30fc\uff0b\u30d0\u30c3\u30c6\u30ea\uff0b\u4e88\u5099\u96fb\u6e90\u3001\u77ed\u3044\u96fb\u6e90\u30b1\u30fc\u30d6\u30eb\u3067\u7aef\u5b50\u8150\u98df\u6e1b<\/li>\n <li><b>\u901a\u4fe1\u9014\u7d76\u5bfe\u7b56<\/b>\uff1a\u30c7\u30fc\u30bf\u306fSD\/SSD\u306b\u5fc5\u305a\u30ed\u30fc\u30ab\u30eb\u4fdd\u5b58\u3057\u3001\u5fa9\u65e7\u6642\u306b\u81ea\u52d5\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9<\/li>\n <li><b>\u73fe\u5834\u30d1\u30fc\u30c8\u30ca\u30fc<\/b>\uff1a\u5730\u5143\u306e\u30c0\u30a4\u30d0\u30fc\u30fb\u6f01\u5354\u30fb\u6e2f\u6e7e\u4f5c\u696d\u8005\u3068\u7d44\u3080<\/li>\n <\/ul>\n <h3>\u30102\u3011AI\u30fb\u30c7\u30fc\u30bf\u904b\u7528<\/h3>\n <ul>\n <li>\u65e2\u5b58\u306e\u5b66\u7fd2\u6e08\u307f\u30e2\u30c7\u30eb\u3092\u201c\u307e\u305a\u4f7f\u3046\u201d \u2192 \u72ec\u81ea\u30c7\u30fc\u30bf\u3067\u5f90\u3005\u306b\u518d\u5b66\u7fd2\u3057\u7cbe\u5ea6UP<\/li>\n <li>\u8aa4\u691c\u51fa\u3084\u672a\u691c\u51fa\u306f\u300c\u904b\u7528\u30ed\u30b0\u300d\u3067\u8a18\u9332\u3057\u3001\u904b\u7528\u534a\u5e74\u3054\u3068\u306b\u30e2\u30c7\u30eb\u30a2\u30c3\u30d7\u30c7\u30fc\u30c8<\/li>\n <li>\u4eba\u624b\u70b9\u691c\uff08\u67081\u56de\u3001\u73fe\u5834\u70b9\u691c\uff0b\u30ab\u30e1\u30e9\u6e05\u6383\uff0b\u52d5\u4f5c\u30c1\u30a7\u30c3\u30af\uff09\u306f\u7d76\u5bfe\u30b5\u30dc\u3089\u306a\u3044<\/li>\n <\/ul>\n <div class=\"point\">\n <b>\u201c\u5b8c\u74a7\u4e3b\u7fa9\u3092\u6368\u3066\u3001\u73fe\u5834\u30c8\u30e9\u30a4\uff06\u30a8\u30e9\u30fc\u3067\u6ce5\u81ed\u304f\u6539\u826f\u201d\u304c\u552f\u4e00\u306e\u6b63\u89e3\u3002<\/b><br>\n \u7d99\u7d9a\u3059\u308b\u3053\u3068\u3067\u3057\u304b\u672c\u5f53\u306b\u5f79\u7acb\u3064\u73fe\u5834\u77e5\u898b\u306f\u5f97\u3089\u308c\u307e\u305b\u3093\u3002\n <\/div>\n <\/div>\n\n <div class=\"section\">\n <h2>\u25a0 OSS\u4e8b\u4f8b\u30fb\u73fe\u5834\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3068\u5b66\u3073\u306e\u30dd\u30a4\u30f3\u30c8<\/h2>\n <ul>\n <li>\n <b>HarishValliappan\/Underwater-Animal-Detection<\/b><br>\n <a href=\"https:\/\/github.com\/HarishValliappan\/Underwater-Animal-Detection\" target=\"_blank\">\n 7\u7a2e\u6c34\u4e2d\u751f\u7269\u3092YOLOv8\u3067\u9ad8\u7cbe\u5ea6\u691c\u51fa\n <\/a>\n <\/li>\n <li>\n <b>ai4os-hub\/obsea-fish-detection<\/b><br>\n <a href=\"https:\/\/github.com\/ai4os-hub\/obsea-fish-detection\" target=\"_blank\">\n \u30b9\u30da\u30a4\u30f3\u6d77\u5e95\u89b3\u6e2c\u6240\u30fb\u5b9f\u50cdDocker\u4f8b\n <\/a>\n <\/li>\n <li>\n <b>\u56fd\u5185\uff1aBEEKNOWLEDGE<\/b> \n <a href=\"https:\/\/beeknowledge.co.jp\/?page_id=147\" target=\"_blank\">\n \u73fe\u5834\u7279\u5316\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u4f8b\n <\/a>\n <\/li>\n <li>\n <b>Kaggle Aquarium\u30c7\u30fc\u30bf<\/b> \n <a href=\"https:\/\/www.kaggle.com\/datasets\/slavkoprytula\/aquarium-data-cots\" target=\"_blank\">\n \u6c34\u65cf\u9928\u9b5a\u985e\u306eYOLO\u30c7\u30fc\u30bf\n <\/a>\n <\/li>\n <\/ul>\n <div class=\"note\">\n \u3059\u3079\u30662025\u5e747\u6708\u6642\u70b9\u3067\u73fe\u5b58\u3002OSS\u306f\u300c\u81ea\u5206\u305f\u3061\u306e\u73fe\u5834\u7528\u300d\u306b\u518d\u5b66\u7fd2\u3059\u308b\u3053\u3068\u3067\u771f\u4fa1\u3092\u767a\u63ee\u3057\u307e\u3059\u3002\n <\/div>\n <\/div>\n\n <div class=\"section\">\n <h2>\u25a0 \u307e\u3068\u3081 \u2015 \u6d77\u3092\u5b88\u308b\u73fe\u5834\u3092\u7d9a\u3051\u308b\u30b3\u30c4<\/h2>\n <ul>\n <li>\u300c\u6b63\u3057\u3044\u30c7\u30fc\u30bf\u3092\u7d99\u7d9a\u53d6\u5f97\u3057\u7d9a\u3051\u308b\u300d\u3053\u3068\u304c\u3001\u74b0\u5883\u653f\u7b56\u30fb\u6f01\u696d\u30fb\u89b3\u5149\u306e\u672a\u6765\u3092\u5b88\u308b<\/li>\n <li>AI\u3060\u3051\u3067\u306a\u304f\u3001<b>\u73fe\u5834\u904b\u7528\u30fb\u4eba\u30fb\u5730\u57df\u9023\u643a\u306e\u5de5\u592b<\/b>\u304c\u6210\u529f\u306e\u9375<\/li>\n <li>\u5c0f\u3055\u304f\u59cb\u3081\u3066\u3001\u5730\u5143\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u30fb\u4f01\u696d\u3068\u5dfb\u304d\u8fbc\u3080\u4ed5\u639b\u3051\u3092\u4f5c\u308b<\/li>\n <li>\u56f0\u3063\u305f\u3068\u304d\u306f\u4e16\u754c\u4e2d\u306eOSS\u4e8b\u4f8b\u3084SNS\u3067\u52a9\u3051\u3092\u6c42\u3081\u308b\u3053\u3068\u3002\u5931\u6557\u8ac7\u306f\u8ca1\u7523\u3067\u3059<\/li>\n <\/ul>\n <div class=\"case\">\n <b>\u73fe\u5834\u304c\u6b62\u307e\u308c\u3070\u201c\u6d77\u306e\u672a\u6765\u201d\u3082\u6b62\u307e\u308b\u3002<br>\n \u6280\u8853\u00d7\u73fe\u5834\u00d7\u5730\u57df\u306e\u7c98\u308a\u5f37\u3044\u9023\u643a\u3053\u305d\u304c\u3001\u793e\u4f1a\u3092\u5909\u3048\u307e\u3059\u3002<\/b>\n <\/div>\n <\/div>\n\n <footer style=\"margin-top:3em;color:#888;font-size:0.9em;\">\n \u00a9 2025 \u682a\u5f0f\u4f1a\u793e\u30d3\u30fc\u30fb\u30ca\u30ec\u30c3\u30b8\u30fb\u30c7\u30b6\u30a4\u30f3<br>\n \u672c\u30ac\u30a4\u30c9\u306f\u73fe\u5b58OSS\u30fb\u8ad6\u6587\u30fb\u73fe\u5834\u77e5\u898b\u3067\u57f7\u7b46\u3002\u8ee2\u8f09\u53ef\uff08\u51fa\u5178\u660e\u8a18\u63a8\u5968\uff09\u3002\n <\/footer>\n<\/body>\n<\/html>\n\n","protected":false},"excerpt":{"rendered":"<p>AI\u3067\u5b88\u308b\u6d77\u6d0b\u74b0\u5883 \u2013 \u793e\u4f1a\u7684\u610f\u7fa9\u3068\u73fe\u5b9f\u7684\u8ab2\u984c\u30fb\u5bfe\u7b56\u30ac\u30a4\u30c9\uff082025\uff09 \u25a0 \u6d77\u3092\u5b88\u308b\u610f\u7fa9 \u2015 \u306a\u305c\u201c\u4eca\u201d\u5fc5\u8981\u306a\u306e\u304b \u6d77\u306f\u65e5\u672c\u7d4c\u6e08\u30fb\u98df\u30fb\u6587\u5316\u306e\u6839\u5e79\u3067\u3059\u3002\u3057\u304b\u3057\u4eca\u3001\u6c17\u5019\u5909\u52d5\u30fb\u30d7\u30e9\u30b9\u30c1\u30c3\u30af\u3054\u307f\u30fb\u5916\u6765\u751f\u7269\u30fb\u9055\u6cd5\u6f01\u696d\u30fb\u8d64\u6f6e\u30fb\u30b5\u30f3\u30b4 […]<\/p>\n","protected":false},"author":1,"featured_media":1447,"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":[5,59,64],"tags":[26,27,51,41,52],"class_list":["post-1440","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai","category-59","category-64","tag-ai","tag-27","tag-51","tag-41","tag-52"],"aioseo_notices":[],"veu_head_title_object":{"title":"","add_site_title":""},"jetpack_featured_media_url":"https:\/\/beeknowledge.co.jp\/wp-content\/uploads\/2025\/07\/8ah6rn8ah6rn8ah.jpg","jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/beeknowledge.co.jp\/index.php?rest_route=\/wp\/v2\/posts\/1440","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=1440"}],"version-history":[{"count":6,"href":"https:\/\/beeknowledge.co.jp\/index.php?rest_route=\/wp\/v2\/posts\/1440\/revisions"}],"predecessor-version":[{"id":1446,"href":"https:\/\/beeknowledge.co.jp\/index.php?rest_route=\/wp\/v2\/posts\/1440\/revisions\/1446"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/beeknowledge.co.jp\/index.php?rest_route=\/wp\/v2\/media\/1447"}],"wp:attachment":[{"href":"https:\/\/beeknowledge.co.jp\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=1440"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/beeknowledge.co.jp\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=1440"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/beeknowledge.co.jp\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=1440"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}

$\"\"$ <\/div>\n\n\n\n \n AI\u3067\u5b88\u308b\u6d77\u6d0b\u74b0\u5883 \u2013 \u793e\u4f1a\u7684\u610f\u7fa9\u3068\u73fe\u5b9f\u7684\u8ab2\u984c\u30fb\u5bfe\u7b56\u30ac\u30a4\u30c9\uff082025\uff09<\/title>\n <meta name=\"description\" content=\"\u6d77\u3092\u5b88\u308b\u793e\u4f1a\u7684\u610f\u7fa9\u3001\u73fe\u5834\u3067\u306e\u8ab2\u984c\u3068AI\u306b\u3088\u308b\u73fe\u5b9f\u7684\u5bfe\u7b56\u3001AI\u306b\u3088\u308b\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u3001\u73fe\u5834\u904b\u7528\u30cf\u30fc\u30c9\u30eb\u3068\u305d\u306e\u4e57\u308a\u8d8a\u3048\u65b9\u307e\u3067\u4e01\u5be7\u306b\u89e3\u8aac\u3002\">\n <style>\n body{font-family:'Meiryo','Yu Gothic',sans-serif;line-height:1.8;color:#222;background:#f8fafc;}\n h1,h2,h3{color:#154673;}\n pre,code{background:#eaf2fb;padding:3px 7px;border-radius:6px;}\n .section{margin-bottom:2.4em;}\n .point{background:#ecfff2;border-left:6px solid #0bb462;padding:0.9em;margin:1.2em 0;}\n .alert{background:#fff1f1;border-left:6px solid #d03b3b;padding:0.9em;margin:1.2em 0;}\n .case{background:#f4f4ff;border-left:6px solid #6b7fff;padding:0.9em;margin:1.2em 0;}\n ul{margin-left:2em;}\n .note{color:#666;font-size:90%;}\n a{color:#154673;}\n <\/style>\n<\/head>\n<body>\n <div class=\"section\">\n <h2>\u25a0 \u6d77\u3092\u5b88\u308b\u610f\u7fa9 \u2015 \u306a\u305c\u201c\u4eca\u201d\u5fc5\u8981\u306a\u306e\u304b<\/h2>\n <p>\n \u6d77\u306f\u65e5\u672c\u7d4c\u6e08\u30fb\u98df\u30fb\u6587\u5316\u306e\u6839\u5e79\u3067\u3059\u3002\u3057\u304b\u3057\u4eca\u3001<b>\u6c17\u5019\u5909\u52d5\u30fb\u30d7\u30e9\u30b9\u30c1\u30c3\u30af\u3054\u307f\u30fb\u5916\u6765\u751f\u7269\u30fb\u9055\u6cd5\u6f01\u696d\u30fb\u8d64\u6f6e\u30fb\u30b5\u30f3\u30b4\u767d\u5316<\/b>\u3068\u5371\u6a5f\u304c\u5c71\u7a4d\u3002<br>\n \u8fd1\u5e74\u306e\u8abf\u67fb\u3067\u306f\u3001<b>\u65e5\u672c\u306e\u6cbf\u5cb8\u9b5a\u985e\u306e\u7d043\u5272\u304c20\u5e74\u3067\u6fc0\u6e1b<\/b>\u3001\u30b5\u30f3\u30b4\u7901\u306e\u767d\u5316\u306f\u6c96\u7e04\u30678\u5272\u8d85\u3048\u306b\u9054\u3057\u305f\u5e74\u3082\u3042\u308a\u3001\u6d77\u6d0b\u751f\u7269\u306e\u591a\u69d8\u6027\u304c\u6025\u901f\u306b\u640d\u306a\u308f\u308c\u3066\u3044\u307e\u3059\u3002\n <\/p>\n <ul>\n <li>\u25a0 <b>\u6f01\u696d\u30fb\u89b3\u5149\u8cc7\u6e90\u306e\u57fa\u76e4<\/b>\uff1a\u6f01\u7372\u6e1b\u306f\u4e00\u6b21\u7523\u696d\u306e\u96c7\u7528\u30fb\u98df\u6599\u5b89\u5b9a\u306b\u76f4\u7d50<\/li>\n <li>\u25a0 <b>\u6cbf\u5cb8\u9632\u707d\u30fb\u6c17\u5019\u8abf\u6574<\/b>\uff1a\u85fb\u5834\u3084\u30b5\u30f3\u30b4\u306f\u6d25\u6ce2\u30fb\u9ad8\u6f6e\u7de9\u548c\u306b\u3082\u4e0d\u53ef\u6b20<\/li>\n <li>\u25a0 <b>\u6d77\u6d0b\u3054\u307f\u3084\u5916\u6765\u7a2e<\/b>\uff1a\u89b3\u5149\u5730\u306e\u4fa1\u5024\u4f4e\u4e0b\u30fb\u5728\u6765\u7a2e\u7d76\u6ec5\u3092\u3082\u305f\u3089\u3059<\/li>\n <\/ul>\n <div class=\"point\">\n <b>\u300c\u6d77\u3092\u5b88\u308b\u300d\u306f\u5730\u5143\u7d4c\u6e08\u30fb\u6587\u5316\u306e\u9632\u885b\u3060\u3051\u3067\u306a\u304f\u3001\u6b21\u4e16\u4ee3\u3078\u306e\u8cac\u4efb\u3002<\/b> \n \u305d\u306e\u305f\u3081\u306b\u306f<b>\u201c\u5b9a\u91cf\u7684\u30fb\u9023\u7d9a\u7684\u201d\u306a\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0<\/b>\u3068\u3001\u65e9\u671f\u8b66\u6212\u304c\u4e0d\u53ef\u6b20\u3067\u3059\u3002\n <\/div>\n <\/div>\n\n <div class=\"section\">\n <h2>\u25a0 \u8ab2\u984c\uff1a\u73fe\u5834\u3067\u201c\u7d99\u7d9a\u7684\u306a\u89b3\u6e2c\u201d\u304c\u3067\u304d\u306a\u3044\u7406\u7531<\/h2>\n <ul>\n <li>\u4eba\u624b\u8abf\u67fb\u306f<b>\u8cbb\u7528\u30fb\u4eba\u6750\u30fb\u5929\u5019\u4f9d\u5b58<\/b>\u3067\u7d99\u7d9a\u56f0\u96e3<\/li>\n <li>\u5f93\u6765\u578b\u306e\u76e3\u8996\u88c5\u7f6e\u30fb\u30bb\u30f3\u30b5\u306f<b>\u9ad8\u4fa1\u30fb\u7dad\u6301\u7ba1\u7406\u304c\u91cd\u3044\u30fb\u30d6\u30e9\u30c3\u30af\u30dc\u30c3\u30af\u30b9<\/b><\/li>\n <li>\u76ee\u8996\u30fb\u5de1\u56de\u306f<b>\u201c\u70b9\u201d\u89b3\u6e2c<\/b>\u3067\u5909\u5316\u3092\u898b\u843d\u3068\u3057\u3084\u3059\u3044<\/li>\n <li>\u7570\u5e38\u3084\u5916\u6765\u751f\u7269\u306f<b>\u300c\u767a\u898b\u304c\u9045\u308c\u308b\u300d\u3068\u88ab\u5bb3\u304c\u62e1\u5927<\/b><\/li>\n <\/ul>\n <div class=\"alert\">\n <b>\u8981\u3059\u308b\u306b\u300c\u30b3\u30b9\u30c8\u30fb\u4eba\u624b\u30fb\u6301\u7d9a\u6027\u300d\u304c\u5168\u3066\u306e\u30dc\u30c8\u30eb\u30cd\u30c3\u30af\u3002<\/b> \n \u201c\u6d77\u306f\u898b\u3048\u306a\u3044\u30fb\u6e2c\u308c\u306a\u3044\u201d\u73fe\u72b6\u3053\u305d\u6700\u5927\u306e\u8ab2\u984c\u3067\u3059\u3002\n <\/div>\n <\/div>\n\n <div class=\"section\">\n <h2>\u25a0 AI\u304c\u5909\u3048\u308b\u300c\u89b3\u6e2c\u306e\u73fe\u5b9f\u300d<\/h2>\n <ul>\n <li>\u5e02\u8ca9\u30ab\u30e1\u30e9\uff0bPC\u3084Jetson Nano\uff0bYOLOX\u3067<b>\u663c\u591c\u30fb\u8352\u5929\u30fb\u9060\u9694\u5730\u3082\u81ea\u52d5\u3067\u9023\u7d9a\u89b3\u6e2c<\/b><\/li>\n <li>\u6620\u50cf\u89e3\u6790\u3067<b>\u9b5a\u7a2e\u30fb\u7fa4\u308c\u30fb\u30b5\u30f3\u30b4\u30fb\u3054\u307f\u30fb\u5916\u6765\u7a2e<\/b>\u3092\u8b58\u5225\u3057\u3001\u500b\u4f53\u6570\u3084\u7570\u5e38\u3082\u81ea\u52d5\u8a18\u9332<\/li>\n <li>\u7570\u5e38\u5146\u5019\u3084\u5916\u6765\u7a2e\u51fa\u73fe\u306f<b>\u30a2\u30e9\u30fc\u30c8\u81ea\u52d5\u901a\u77e5<\/b>\u3067\u304d\u308b<\/li>\n <li>\u201c\u73fe\u5834\u306e\u5199\u771f\u30fb\u6620\u50cf\u201d\u3092<b>\u8a3c\u62e0\u30c7\u30fc\u30bf\u3068\u3057\u3066\u653f\u7b56\u3084\u52a9\u6210\u91d1\u7533\u8acb<\/b>\u306b\u3082\u4f7f\u3048\u308b<\/li>\n <\/ul>\n <div class=\"point\">\n <b>AI\u306f\u300c\u4eba\u304c\u884c\u3051\u306a\u3044\u30fb\u898b\u9003\u3057\u3066\u3044\u305f\u300d\u73fe\u5834\u5909\u5316\u3082\u898b\u3064\u3051\u3001\u5730\u57df\u306e\u77e5\u898b\u3092\u79d1\u5b66\u7684\u6839\u62e0\u3067\u652f\u3048\u307e\u3059\u3002<\/b>\n <\/div>\n <\/div>\n\n <div class=\"section\">\n <h2>\u25a0 \u3057\u304b\u3057\u3001\u73fe\u5b9f\u306f\u7518\u304f\u306a\u3044 \u2015 \u30cf\u30fc\u30c9\u30eb\u306e\u58c1<\/h2>\n <div class=\"alert\">\n <ul>\n <li>\u25a0 <b>\u9632\u6c34\u7b50\u4f53<\/b>\uff1a\u5869\u5bb3\u30fb\u6e7f\u6c17\u30fb\u85fb\u306e\u4ed8\u7740\u3001\u30ec\u30f3\u30ba\u66c7\u308a\u3001\u7b50\u4f53\u5272\u308c<\/li>\n <li>\u25a0 <b>\u96fb\u6e90\u78ba\u4fdd<\/b>\uff1a\u30d0\u30c3\u30c6\u30ea\u4ea4\u63db\/\u8150\u98df\u3001\u53f0\u98a8\u3084\u96f7\u3067\u4e00\u767a\u505c\u6b62\u3001\u30bd\u30fc\u30e9\u30fc\u3067\u3082\u65e5\u7167\u4e0d\u8db3<\/li>\n <li>\u25a0 <b>\u8150\u98df<\/b>\uff1a\u7aef\u5b50\u30fb\u30cd\u30b8\u30fb\u57fa\u677f\u307e\u3067\u5168\u3066\u5869\u3067\u6b7b\u306c\u30021\u5e74\u6301\u3066\u3070\u512a\u79c0<\/li>\n <li>\u25a0 <b>\u30c7\u30fc\u30bf\u901a\u4fe1<\/b>\uff1a\u6d77\u5cb8\u90e8\u306eLTE\/\u5149\u901a\u4fe1\u306f\u5b89\u5b9a\u3057\u306a\u3044\u3002\u30ed\u30fc\u30ab\u30eb\u4fdd\u5b58\u5fc5\u9808<\/li>\n <li>\u25a0 <b>AI\u30e2\u30c7\u30eb\u306e\u7dad\u6301<\/b>\uff1a\u73fe\u5834\u3054\u3068\u306b\u6620\u50cf\u6761\u4ef6\u304c\u9055\u3046\u305f\u3081\u518d\u5b66\u7fd2\u304c\u5fc5\u8981<\/li>\n <li>\u25a0 <b>\u904b\u7528\u4eba\u6750<\/b>\uff1aIT\u3082\u73fe\u5834\u3082\u5206\u304b\u308b\u4eba\u6750\u304c\u4e0d\u8db3<\/li>\n <\/ul>\n <b>\u6700\u5927\u306e\u6575\u306f\u300cAI\u300d\u3067\u306f\u306a\u304f\u300c\u81ea\u7136\u300d\u3068\u300c\u6301\u7d9a\u4f53\u5236\u300d<\/b>\u3067\u3059\u3002\n <\/div>\n <\/div>\n\n <div class=\"section\">\n <h2>\u25a0 \u30cf\u30fc\u30c9\u30eb\u3092\u4e57\u308a\u8d8a\u3048\u308b\u73fe\u5b9f\u7684\u30d2\u30f3\u30c8\u3068\u5bfe\u7b56<\/h2>\n <h3>\u30101\u3011\u30cf\u30fc\u30c9\u30fb\u8a2d\u7f6e\u904b\u7528<\/h3>\n <ul>\n <li><b>\u8a2d\u7f6e\u306f\u6700\u521d\u304b\u3089\u201c\u4eee\u8a2d\u201d\u3067\u59cb\u3081\u308b<\/b>\uff1aDIY\u9632\u6c34\u30dc\u30c3\u30af\u30b9\uff0b\u5e02\u8ca9\u9632\u6c34\u30ab\u30e1\u30e9\uff0b\u5c0f\u578bPC\uff08Jetson\/NUC\u7b49\uff09<\/li>\n <li><b>\u9632\u6c34\u9632\u5869<\/b>\uff1a\u30b7\u30ea\u30ab\u30b2\u30eb\u5b9a\u671f\u4ea4\u63db\u3001\u30d1\u30c3\u30ad\u30f3\u4e8c\u91cd\u5316\u3001\u9306\u6b62\u3081\u30b0\u30ea\u30b9<\/li>\n <li><b>\u96fb\u6e90\u5197\u9577\u5316<\/b>\uff1a\u30bd\u30fc\u30e9\u30fc\uff0b\u30d0\u30c3\u30c6\u30ea\uff0b\u4e88\u5099\u96fb\u6e90\u3001\u77ed\u3044\u96fb\u6e90\u30b1\u30fc\u30d6\u30eb\u3067\u7aef\u5b50\u8150\u98df\u6e1b<\/li>\n <li><b>\u901a\u4fe1\u9014\u7d76\u5bfe\u7b56<\/b>\uff1a\u30c7\u30fc\u30bf\u306fSD\/SSD\u306b\u5fc5\u305a\u30ed\u30fc\u30ab\u30eb\u4fdd\u5b58\u3057\u3001\u5fa9\u65e7\u6642\u306b\u81ea\u52d5\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9<\/li>\n <li><b>\u73fe\u5834\u30d1\u30fc\u30c8\u30ca\u30fc<\/b>\uff1a\u5730\u5143\u306e\u30c0\u30a4\u30d0\u30fc\u30fb\u6f01\u5354\u30fb\u6e2f\u6e7e\u4f5c\u696d\u8005\u3068\u7d44\u3080<\/li>\n <\/ul>\n <h3>\u30102\u3011AI\u30fb\u30c7\u30fc\u30bf\u904b\u7528<\/h3>\n <ul>\n <li>\u65e2\u5b58\u306e\u5b66\u7fd2\u6e08\u307f\u30e2\u30c7\u30eb\u3092\u201c\u307e\u305a\u4f7f\u3046\u201d \u2192 \u72ec\u81ea\u30c7\u30fc\u30bf\u3067\u5f90\u3005\u306b\u518d\u5b66\u7fd2\u3057\u7cbe\u5ea6UP<\/li>\n <li>\u8aa4\u691c\u51fa\u3084\u672a\u691c\u51fa\u306f\u300c\u904b\u7528\u30ed\u30b0\u300d\u3067\u8a18\u9332\u3057\u3001\u904b\u7528\u534a\u5e74\u3054\u3068\u306b\u30e2\u30c7\u30eb\u30a2\u30c3\u30d7\u30c7\u30fc\u30c8<\/li>\n <li>\u4eba\u624b\u70b9\u691c\uff08\u67081\u56de\u3001\u73fe\u5834\u70b9\u691c\uff0b\u30ab\u30e1\u30e9\u6e05\u6383\uff0b\u52d5\u4f5c\u30c1\u30a7\u30c3\u30af\uff09\u306f\u7d76\u5bfe\u30b5\u30dc\u3089\u306a\u3044<\/li>\n <\/ul>\n <div class=\"point\">\n <b>\u201c\u5b8c\u74a7\u4e3b\u7fa9\u3092\u6368\u3066\u3001\u73fe\u5834\u30c8\u30e9\u30a4\uff06\u30a8\u30e9\u30fc\u3067\u6ce5\u81ed\u304f\u6539\u826f\u201d\u304c\u552f\u4e00\u306e\u6b63\u89e3\u3002<\/b><br>\n \u7d99\u7d9a\u3059\u308b\u3053\u3068\u3067\u3057\u304b\u672c\u5f53\u306b\u5f79\u7acb\u3064\u73fe\u5834\u77e5\u898b\u306f\u5f97\u3089\u308c\u307e\u305b\u3093\u3002\n <\/div>\n <\/div>\n\n <div class=\"section\">\n <h2>\u25a0 OSS\u4e8b\u4f8b\u30fb\u73fe\u5834\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3068\u5b66\u3073\u306e\u30dd\u30a4\u30f3\u30c8<\/h2>\n <ul>\n <li>\n <b>HarishValliappan\/Underwater-Animal-Detection<\/b><br>\n <a href=\"https:\/\/github.com\/HarishValliappan\/Underwater-Animal-Detection\" target=\"_blank\">\n 7\u7a2e\u6c34\u4e2d\u751f\u7269\u3092YOLOv8\u3067\u9ad8\u7cbe\u5ea6\u691c\u51fa\n <\/a>\n <\/li>\n <li>\n <b>ai4os-hub\/obsea-fish-detection<\/b><br>\n <a href=\"https:\/\/github.com\/ai4os-hub\/obsea-fish-detection\" target=\"_blank\">\n \u30b9\u30da\u30a4\u30f3\u6d77\u5e95\u89b3\u6e2c\u6240\u30fb\u5b9f\u50cdDocker\u4f8b\n <\/a>\n <\/li>\n <li>\n <b>\u56fd\u5185\uff1aBEEKNOWLEDGE<\/b> \n <a href=\"https:\/\/beeknowledge.co.jp\/?page_id=147\" target=\"_blank\">\n \u73fe\u5834\u7279\u5316\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u4f8b\n <\/a>\n <\/li>\n <li>\n <b>Kaggle Aquarium\u30c7\u30fc\u30bf<\/b> \n <a href=\"https:\/\/www.kaggle.com\/datasets\/slavkoprytula\/aquarium-data-cots\" target=\"_blank\">\n \u6c34\u65cf\u9928\u9b5a\u985e\u306eYOLO\u30c7\u30fc\u30bf\n <\/a>\n <\/li>\n <\/ul>\n <div class=\"note\">\n \u3059\u3079\u30662025\u5e747\u6708\u6642\u70b9\u3067\u73fe\u5b58\u3002OSS\u306f\u300c\u81ea\u5206\u305f\u3061\u306e\u73fe\u5834\u7528\u300d\u306b\u518d\u5b66\u7fd2\u3059\u308b\u3053\u3068\u3067\u771f\u4fa1\u3092\u767a\u63ee\u3057\u307e\u3059\u3002\n <\/div>\n <\/div>\n\n <div class=\"section\">\n <h2>\u25a0 \u307e\u3068\u3081 \u2015 \u6d77\u3092\u5b88\u308b\u73fe\u5834\u3092\u7d9a\u3051\u308b\u30b3\u30c4<\/h2>\n <ul>\n <li>\u300c\u6b63\u3057\u3044\u30c7\u30fc\u30bf\u3092\u7d99\u7d9a\u53d6\u5f97\u3057\u7d9a\u3051\u308b\u300d\u3053\u3068\u304c\u3001\u74b0\u5883\u653f\u7b56\u30fb\u6f01\u696d\u30fb\u89b3\u5149\u306e\u672a\u6765\u3092\u5b88\u308b<\/li>\n <li>AI\u3060\u3051\u3067\u306a\u304f\u3001<b>\u73fe\u5834\u904b\u7528\u30fb\u4eba\u30fb\u5730\u57df\u9023\u643a\u306e\u5de5\u592b<\/b>\u304c\u6210\u529f\u306e\u9375<\/li>\n <li>\u5c0f\u3055\u304f\u59cb\u3081\u3066\u3001\u5730\u5143\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u30fb\u4f01\u696d\u3068\u5dfb\u304d\u8fbc\u3080\u4ed5\u639b\u3051\u3092\u4f5c\u308b<\/li>\n <li>\u56f0\u3063\u305f\u3068\u304d\u306f\u4e16\u754c\u4e2d\u306eOSS\u4e8b\u4f8b\u3084SNS\u3067\u52a9\u3051\u3092\u6c42\u3081\u308b\u3053\u3068\u3002\u5931\u6557\u8ac7\u306f\u8ca1\u7523\u3067\u3059<\/li>\n <\/ul>\n <div class=\"case\">\n <b>\u73fe\u5834\u304c\u6b62\u307e\u308c\u3070\u201c\u6d77\u306e\u672a\u6765\u201d\u3082\u6b62\u307e\u308b\u3002<br>\n \u6280\u8853\u00d7\u73fe\u5834\u00d7\u5730\u57df\u306e\u7c98\u308a\u5f37\u3044\u9023\u643a\u3053\u305d\u304c\u3001\u793e\u4f1a\u3092\u5909\u3048\u307e\u3059\u3002<\/b>\n <\/div>\n <\/div>\n\n <footer style=\"margin-top:3em;color:#888;font-size:0.9em;\">\n \u00a9 2025 \u682a\u5f0f\u4f1a\u793e\u30d3\u30fc\u30fb\u30ca\u30ec\u30c3\u30b8\u30fb\u30c7\u30b6\u30a4\u30f3<br>\n \u672c\u30ac\u30a4\u30c9\u306f\u73fe\u5b58OSS\u30fb\u8ad6\u6587\u30fb\u73fe\u5834\u77e5\u898b\u3067\u57f7\u7b46\u3002\u8ee2\u8f09\u53ef\uff08\u51fa\u5178\u660e\u8a18\u63a8\u5968\uff09\u3002\n <\/footer>\n<\/body>\n<\/html>\n\n","protected":false},"excerpt":{"rendered":"<p>AI\u3067\u5b88\u308b\u6d77\u6d0b\u74b0\u5883 \u2013 \u793e\u4f1a\u7684\u610f\u7fa9\u3068\u73fe\u5b9f\u7684\u8ab2\u984c\u30fb\u5bfe\u7b56\u30ac\u30a4\u30c9\uff082025\uff09 \u25a0 \u6d77\u3092\u5b88\u308b\u610f\u7fa9 \u2015 \u306a\u305c\u201c\u4eca\u201d\u5fc5\u8981\u306a\u306e\u304b \u6d77\u306f\u65e5\u672c\u7d4c\u6e08\u30fb\u98df\u30fb\u6587\u5316\u306e\u6839\u5e79\u3067\u3059\u3002\u3057\u304b\u3057\u4eca\u3001\u6c17\u5019\u5909\u52d5\u30fb\u30d7\u30e9\u30b9\u30c1\u30c3\u30af\u3054\u307f\u30fb\u5916\u6765\u751f\u7269\u30fb\u9055\u6cd5\u6f01\u696d\u30fb\u8d64\u6f6e\u30fb\u30b5\u30f3\u30b4 […]<\/p>\n","protected":false},"author":1,"featured_media":1447,"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":[5,59,64],"tags":[26,27,51,41,52],"class_list":["post-1440","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai","category-59","category-64","tag-ai","tag-27","tag-51","tag-41","tag-52"],"aioseo_notices":[],"veu_head_title_object":{"title":"","add_site_title":""},"jetpack_featured_media_url":"https:\/\/beeknowledge.co.jp\/wp-content\/uploads\/2025\/07\/8ah6rn8ah6rn8ah.jpg","jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/beeknowledge.co.jp\/index.php?rest_route=\/wp\/v2\/posts\/1440","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=1440"}],"version-history":[{"count":6,"href":"https:\/\/beeknowledge.co.jp\/index.php?rest_route=\/wp\/v2\/posts\/1440\/revisions"}],"predecessor-version":[{"id":1446,"href":"https:\/\/beeknowledge.co.jp\/index.php?rest_route=\/wp\/v2\/posts\/1440\/revisions\/1446"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/beeknowledge.co.jp\/index.php?rest_route=\/wp\/v2\/media\/1447"}],"wp:attachment":[{"href":"https:\/\/beeknowledge.co.jp\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=1440"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/beeknowledge.co.jp\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=1440"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/beeknowledge.co.jp\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=1440"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}