{"id":6196,"date":"2024-05-10T14:37:51","date_gmt":"2024-05-10T05:37:51","guid":{"rendered":"https:\/\/www.choujuhigai.com\/blog02\/?p=6196"},"modified":"2025-09-12T14:27:07","modified_gmt":"2025-09-12T05:27:07","slug":"ai%e3%81%ab%e3%82%88%e3%82%8b%e3%83%88%e3%83%ac%e3%82%a4%e3%83%ab%e3%82%ab%e3%83%a1%e3%83%a9%e3%81%ae%e9%87%8e%e7%94%9f%e5%8b%95%e7%89%a9%e8%ad%98%e5%88%a5%e3%80%90%e7%ac%ac4%e5%9b%9e%e3%80%91yolov8","status":"publish","type":"post","link":"https:\/\/www.choujuhigai.com\/blog02\/animal-id-4","title":{"rendered":"AI\u306b\u3088\u308b\u30c8\u30ec\u30a4\u30eb\u30ab\u30e1\u30e9\u306e\u91ce\u751f\u52d5\u7269\u8b58\u5225\u3010\u7b2c4\u56de\u3011YOLO\u306e\u300c\u5b66\u7fd2\u6e08\u30e2\u30c7\u30eb\u300d\u306e\u4f5c\u6210"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">\u3053\u3093\u306b\u3061\u306f\u3001<a href=\"https:\/\/www.chiikan.co.jp\/\" target=\"_blank\" rel=\"noreferrer noopener\">(\u682a)\u5730\u57df\u74b0\u5883\u8a08\u753b<\/a>\u306e\u5370\u90e8\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u524d\u56de\u306f\u3001<a href=\"https:\/\/www.choujuhigai.com\/blog02\/animal-id-3\" title=\"\">labelImg\u3092\u7528\u3044\u305f\u30a2\u30ce\u30c6\u30fc\u30b7\u30e7\u30f3\u4f5c\u696d<\/a>\u306b\u3064\u3044\u3066\u8aac\u660e\u3057\u307e\u3057\u305f\u3002\u4eca\u56de\u306f\u7269\u4f53\u691c\u77e5\u306e\u300c\u5b66\u7fd2\u6e08\u30e2\u30c7\u30eb\uff08.Pt\u30d5\u30a1\u30a4\u30eb\uff09\u300d\u3092\u4f5c\u308b\u305f\u3081\u306e\u300c\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u300d\u3092\u6e96\u5099\u3057\u3001\u5b9f\u969b\u306bPython\u74b0\u5883\u3067\u5b66\u7fd2\u3057\u305f\u3044\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u6e96\u5099<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u524d\u56de\u307e\u3067\u306f\u30a2\u30e9\u30a4\u30b0\u30de\u306e\u5206\u5e03\u62e1\u5927\u72b6\u6cc1\u306e\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u3092\u524d\u63d0\u306b\u3001\u8a71\u3092\u9032\u3081\u3066\u304d\u307e\u3057\u305f\u304c\u3001\u300c\u5b66\u7fd2\u6e08\u30e2\u30c7\u30eb\uff08.Pt\u30d5\u30a1\u30a4\u30eb\uff09\u300d\u81ea\u4f53\u306f\u3001\u30a2\u30e9\u30a4\u30b0\u30de\uff11\u7a2e\u306b\u9650\u3089\u305a\u3001\u54fa\u4e73\u985e\u306e\u8907\u6570\u7a2e\u3092\u540c\u6642\u306b\u8b58\u5225\u3059\u308b\u5b66\u7fd2\u6e08\u30e2\u30c7\u30eb\u3092\u4f5c\u6210\u3057\u3066\u3044\u304d\u305f\u3044\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5168\u56fd\u5404\u5730\u304b\u3089\u53ce\u96c6\u3057\u305f\u54fa\u4e73\u985e13\u7a2e\u306e\u753b\u50cf\u30c7\u30fc\u30bf\u3092\u3082\u3068\u306b\u3001<a href=\"https:\/\/www.choujuhigai.com\/blog02\/animal-id-3\" title=\"\">\u3010\u7b2c3\u56de\u3011<\/a>\u3067\u8aac\u660e\u3057\u305f\u30a2\u30ce\u30c6\u30fc\u30b7\u30e7\u30f3\u4f5c\u696d\u3092\u884c\u3044\u3001\u3053\u308c\u3089\u306e\u30c7\u30fc\u30bf\u3092\u5b66\u7fd2\u30c7\u30fc\u30bf\uff08Train\uff09\u3001\u691c\u8a3c\u30c7\u30fc\u30bf\uff08Val\uff09\u3001\u8a55\u4fa1\u30c7\u30fc\u30bf\uff08test\uff09\u306b\u5206\u3051\u307e\u3059\u3002\u5272\u5408\u306f\u3044\u304f\u3064\u304b\u30d1\u30bf\u30fc\u30f3\u304c\u3042\u308b\u3088\u3046\u3067\u3059\u304c\u3001\u4eca\u56de\u306f\u4e00\u822c\u7684\u306b\u4f7f\u308f\u308c\u308b7:2:1\u3068\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u30c7\u30fc\u30bf\u306e\u5206\u5272\u306f\u5c02\u7528\u306e\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u4f7f\u3063\u3066\u3082\u826f\u3044\u3067\u3059\u304c\u3001\u3042\u307e\u308a\u795e\u7d4c\u8cea\u306b\u306a\u3089\u305a\u3001\u30a8\u30af\u30bb\u30eb\u3067\u4e71\u6570\u3092\u4f7f\u3063\u3066\u5206\u3051\u3066\u3082\u826f\u3044\u3067\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<p class=\"has-text-align-center wp-block-paragraph\"><strong>\u54fa\u4e73\u985e13\u7a2e\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-table\"><table><tbody><tr><td><strong>\u7a2e\u540d<\/strong><\/td><td><strong>\u30af\u30e9\u30b9\u540d<\/strong><\/td><td><strong>Train<\/strong><\/td><td><strong>Val<\/strong><\/td><td><strong>Test<\/strong><\/td><\/tr><tr><td>\u30a2\u30e9\u30a4\u30b0\u30de<\/td><td>procyon<\/td><td>3662<\/td><td>1046<\/td><td>566<\/td><\/tr><tr><td>\u30cb\u30db\u30f3\u30b8\u30ab<\/td><td>cervus<\/td><td>3085<\/td><td>822<\/td><td>421<\/td><\/tr><tr><td>\u30a4\u30ce\u30b7\u30b7<\/td><td>sus<\/td><td>1759<\/td><td>495<\/td><td>266<\/td><\/tr><tr><td>\u30bf\u30cc\u30ad<\/td><td>nyctereutes<\/td><td>2664<\/td><td>719<\/td><td>376<\/td><\/tr><tr><td>\u30cf\u30af\u30d3\u30b7\u30f3<\/td><td>paguma<\/td><td>916<\/td><td>288<\/td><td>151<\/td><\/tr><tr><td>\u30ad\u30c4\u30cd<\/td><td>vulpes<\/td><td>1194<\/td><td>343<\/td><td>180<\/td><\/tr><tr><td>\u30c6\u30f3<\/td><td>martes<\/td><td>1453<\/td><td>419<\/td><td>210<\/td><\/tr><tr><td>\u30a6\u30b5\u30ae<\/td><td>lepus<\/td><td>2388<\/td><td>693<\/td><td>351<\/td><\/tr><tr><td>\u30ab\u30e2\u30b7\u30ab<\/td><td>capricornis<\/td><td>3431<\/td><td>965<\/td><td>460<\/td><\/tr><tr><td>\u30a2\u30ca\u30b0\u30de<\/td><td>meles<\/td><td>1688<\/td><td>493<\/td><td>230<\/td><\/tr><tr><td>\u30cd\u30b3<\/td><td>feris<\/td><td>1797<\/td><td>466<\/td><td>263<\/td><\/tr><tr><td>\u30cb\u30db\u30f3\u30b6\u30eb<\/td><td>macaca<\/td><td>1041<\/td><td>289<\/td><td>136<\/td><\/tr><tr><td>\u30c4\u30ad\u30ce\u30ef\u30b0\u30de<\/td><td>ursus<\/td><td>2689<\/td><td>816<\/td><td>371<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u7279\u5fb4\u3092\u3042\u3052\u308b\u3068\u300113\u7a2e\u306e\u91ce\u751f\u52d5\u7269\u306f\u5168\u3066\u30c8\u30ec\u30a4\u30eb\u30ab\u30e1\u30e9\u3067\u64ae\u5f71\u3055\u308c\u305f\u3082\u306e\u3067\u3001\u52d5\u7269\u5712\u3067\u64ae\u5f71\u3057\u305f\u753b\u50cf\u306a\u3069\u306f\u4f7f\u3063\u3066\u3044\u307e\u305b\u3093\u3002\u307e\u305f\u3001\u30c7\u30fc\u30bf\u306e\u6c34\u5897\u3057\u4f5c\u696d\uff08\u5143\u306e\u753b\u50cf\u306b\u5bfe\u3057\u3066\u69d8\u3005\u306a\u5909\u63db\u3092\u52a0\u3048\u3066\u5b66\u7fd2\u30c7\u30fc\u30bf\u3092\u5897\u3084\u3059\u3053\u3068\uff09\u3082\u884c\u3063\u3066\u3044\u307e\u305b\u3093\u3002\u7d14\u7c8b\u306b\u81ea\u7136\u306e\u91ce\u5916\u3067\u64ae\u5f71\u3057\u305f\u52d5\u753b\uff08\u753b\u50cf\uff09\u304c\u3082\u3068\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u80cc\u666f\u753b\u50cf\u306e\u5b66\u7fd2\u306b\u95a2\u3057\u3066\u306f\u3001Ultralytics\u793e\u306b\u3088\u308b\u3068\u3001FP\uff08False Positives\uff1a\u8aa4\u691c\u51fa\uff09\u3092\u6e1b\u3089\u3059\u305f\u3081\u306b0\uff5e10\uff05\u7a0b\u5ea6\u542b\u3081\u308b\u3053\u3068\u304c\u63a8\u5968\u3055\u308c\u3066\u3044\u307e\u3059\u304c\u3001\u4eca\u56de\u306e\u5b66\u7fd2\u30e2\u30c7\u30eb\u306b\u306f\u542b\u3081\u3066\u304a\u308a\u307e\u305b\u3093\uff08\u753b\u50cf\u5206\u985e\u30e2\u30c7\u30eb\uff08Classification\uff09\u3092\u4f5c\u308b\u5834\u5408\u306f\u80cc\u666f\u753b\u50cf\u304c\u5fc5\u9808\u306a\u306e\u3067\u3054\u6ce8\u610f\u3092\uff09\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u30c7\u30fc\u30bf\u91cf\u7684\u306b\u306f\u5c11\u3057\u7269\u8db3\u308a\u306a\u3044\u611f\u3058\u3067\u3059\u304c\u3001\u4eca\u56de\u306f\u3053\u308c\u3067\u8a66\u3057\u3066\u307f\u305f\u3044\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u5b66\u7fd2\u306e\u5b9f\u884c<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">YOLO\u306e\u5b66\u7fd2\u306e\u4ed5\u65b9\u306fUltalytics\u793e\u306e\u30da\u30fc\u30b8\uff08<a href=\"https:\/\/docs.ultralytics.com\/\">https:\/\/docs.ultralytics.com\/<\/a>\uff09\u306b\u8a73\u3057\u3044\u306e\u3067\u7701\u7565\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5b66\u7fd2\u306e\u30a8\u30dd\u30c3\u30af\u6570\u306f300\u30a8\u30dd\u30c3\u30af\u304b\u3089\u521d\u3081\u305f\u3068\u3053\u308d\u3001\u904e\u5b66\u7fd2\u304c\u767a\u751f\u3057\u3066\u3044\u308b\u69d8\u5b50\u3060\u3063\u305f\u306e\u3067\u3001\u5f90\u3005\u306b\u30a8\u30dd\u30c3\u30af\u6570\u3092\u6e1b\u3089\u3057\u3001\u6700\u7d42\u7684\u306b100\u30a8\u30dd\u30c3\u30af\u3068\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5b66\u7fd2\u306b\u304b\u304b\u308b\u6642\u9593\u306f\u30ed\u30fc\u30ab\u30ebPC\u306eGPU\u3067\u51e6\u7406\u3057\u3066\uff17\uff5e\uff18\u6642\u9593\u3067\u3057\u305f\u304c\u3001Google Colaboratory\u3092\u5229\u7528\u3059\u308b\u3068TPU\u3084\u30cf\u30a4\u30b9\u30da\u30c3\u30af\u306eGPU\u304c\u4f7f\u3048\u308b\u306e\u3067\u3001\u3082\u3046\u5c11\u3057\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u304c\u826f\u304f\u306a\u308b\u304b\u3082\u77e5\u308c\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3055\u3066\u3001\u5b66\u7fd2\u3092\u7d42\u3048\u308b\u3068\u3001\u4f5c\u6210\u3057\u305f\u7269\u4f53\u691c\u51fa\u30e2\u30c7\u30eb\u306e\u6709\u52b9\u6027\u3092\u8a55\u4fa1\u3059\u308b\u305f\u3081\u306b\u3001\u8a55\u4fa1\u6307\u6a19\u306e\u30bb\u30c3\u30c8\u304c\u51fa\u529b\u3055\u308c\u307e\u3059\u3002\u306a\u304b\u3067\u3082\u3001\u4ee5\u4e0b\u306b\u793a\u3059\u6df7\u5408\u884c\u5217\u3068\u547c\u3070\u308c\u308b\u30de\u30c8\u30ea\u30c3\u30af\u30b9\u306f\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u5185\u306e\u5404\u30af\u30e9\u30b9\u306e\u5b9f\u6e2c\u5024\u3068\u4e88\u6e2c\u5024\u306e\u6bd4\u8f03\u3092\u5bb9\u6613\u306b\u3057\u3001\u771f\u967d\u6027\u3001\u771f\u9670\u6027\u3001\u507d\u967d\u6027\u3001\u507d\u9670\u6027\u3001\u7cbe\u5ea6\u3001\u518d\u73fe\u7387\u3001F1\u30b9\u30b3\u30a2\u306a\u3069\u306e\u4e3b\u8981\u306a\u6307\u6a19\u306e\u8a08\u7b97\u306e\u3082\u3068\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4eca\u56de\u4f5c\u6210\u3057\u305f\u30e2\u30c7\u30eb\u306e\u6df7\u5408\u884c\u5217\u3092\u773a\u3081\u308b\u3068\u3001\u304b\u306a\u308a\u9ad8\u3044\u7cbe\u5ea6\u3067\u5b9f\u6e2c\u5024\u3068\u4e88\u6e2c\u5024\u304c\u5408\u81f4\u3057\u3066\u3044\u308b\u3053\u3068\u304c\u308f\u304b\u308a\u307e\u3059\u3002\u6e96\u5099\u3057\u305f\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306b\u504f\u308a\u304c\u3042\u308b\u305b\u3044\u304b\u3082\u77e5\u308c\u307e\u305b\u3093\u304c\u3001\u3068\u308a\u3042\u3048\u305a\u306f\u5b9f\u7528\u306b\u4f7f\u3048\u305d\u3046\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5c11\u3057\u6c17\u306b\u306a\u308b\u70b9\u306f\u300c\u30a4\u30ce\u30b7\u30b7\uff08sus\uff09\u300d\u3068\u300c\u30cd\u30b3\uff08feris\uff09\u300d\u306e\u9593\u306b\u8aa4\u691c\u51fa\u304c\u3042\u308b\u3053\u3068\u3067\u3059\u3002\u3053\u306e\u7d50\u679c\u3092\u307f\u3066\u3001\u30a4\u30ce\u30b7\u30b7\u3068\u30cd\u30b3\u306e\u8aa4\u691c\u77e5\u304c\u4f55\u6545\u8d77\u304d\u305f\u306e\u304b\u3001\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u5185\u5bb9\u3092\u8a73\u3057\u304f\u898b\u308b\u306a\u3069\u3001\u4eca\u5f8c\u306e\u4fee\u6b63\u65b9\u91dd\u3092\u691c\u8a0e\u3059\u308b\u30d2\u30f3\u30c8\u304c\u5f97\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"600\" height=\"450\" src=\"https:\/\/www.choujuhigai.com\/blog02\/wp-content\/uploads\/2024\/05\/confusion_matrix-600x450.png\" alt=\"\" class=\"wp-image-6198\" srcset=\"https:\/\/www.choujuhigai.com\/blog02\/wp-content\/uploads\/2024\/05\/confusion_matrix-600x450.png 600w, https:\/\/www.choujuhigai.com\/blog02\/wp-content\/uploads\/2024\/05\/confusion_matrix-400x300.png 400w, https:\/\/www.choujuhigai.com\/blog02\/wp-content\/uploads\/2024\/05\/confusion_matrix-768x576.png 768w, https:\/\/www.choujuhigai.com\/blog02\/wp-content\/uploads\/2024\/05\/confusion_matrix-1536x1152.png 1536w, https:\/\/www.choujuhigai.com\/blog02\/wp-content\/uploads\/2024\/05\/confusion_matrix-2048x1536.png 2048w, https:\/\/www.choujuhigai.com\/blog02\/wp-content\/uploads\/2024\/05\/confusion_matrix-640x480.png 640w, https:\/\/www.choujuhigai.com\/blog02\/wp-content\/uploads\/2024\/05\/confusion_matrix-560x420.png 560w\" sizes=\"auto, (max-width: 600px) 100vw, 600px\" \/><figcaption class=\"wp-element-caption\">\u753b\u50cf\uff1a\u6df7\u5408\u884c\u5217\uff08confusion_matrix\uff09<\/figcaption><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"600\" height=\"450\" src=\"https:\/\/www.choujuhigai.com\/blog02\/wp-content\/uploads\/2024\/05\/confusion_matrix_normalized-600x450.png\" alt=\"\" class=\"wp-image-6197\" srcset=\"https:\/\/www.choujuhigai.com\/blog02\/wp-content\/uploads\/2024\/05\/confusion_matrix_normalized-600x450.png 600w, https:\/\/www.choujuhigai.com\/blog02\/wp-content\/uploads\/2024\/05\/confusion_matrix_normalized-400x300.png 400w, https:\/\/www.choujuhigai.com\/blog02\/wp-content\/uploads\/2024\/05\/confusion_matrix_normalized-768x576.png 768w, https:\/\/www.choujuhigai.com\/blog02\/wp-content\/uploads\/2024\/05\/confusion_matrix_normalized-1536x1152.png 1536w, https:\/\/www.choujuhigai.com\/blog02\/wp-content\/uploads\/2024\/05\/confusion_matrix_normalized-2048x1536.png 2048w, https:\/\/www.choujuhigai.com\/blog02\/wp-content\/uploads\/2024\/05\/confusion_matrix_normalized-640x480.png 640w, https:\/\/www.choujuhigai.com\/blog02\/wp-content\/uploads\/2024\/05\/confusion_matrix_normalized-560x420.png 560w\" sizes=\"auto, (max-width: 600px) 100vw, 600px\" \/><figcaption class=\"wp-element-caption\">\u753b\u50cf\uff1a\u6b63\u898f\u5316\u6df7\u5408\u884c\u5217\uff08confusion_matrix_ normalized\uff09<\/figcaption><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u6b21\u56de\u306f\u3001\u3044\u3088\u3044\u3088\u3001\u4f5c\u6210\u3057\u305f\u300c\u5b66\u7fd2\u6e08\u30e2\u30c7\u30eb\uff08.Pt\u30d5\u30a1\u30a4\u30eb\uff09\u300d\u3092\u4f7f\u3063\u3066\u3001\u30aa\u30ea\u30b8\u30ca\u30eb\u306e\u8abf\u67fb\u5730\u70b9\u306e\u52d5\u753b\u3092\u3082\u3068\u306b\u3001<a href=\"https:\/\/www.choujuhigai.com\/blog02\/animal-id-5\" title=\"\">\u91ce\u751f\u52d5\u7269\u306e\u7269\u4f53\u691c\u77e5<\/a>\u3092\u8a66\u3057\u3066\u307f\u305f\u3044\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>YOLO\u3092\u4f7f\u7528\u3057\u3066\u91ce\u751f\u52d5\u7269\u306e\u5b66\u7fd2\u6e08\u30e2\u30c7\u30eb\u3092\u4f5c\u6210\u3059\u308b\u30d7\u30ed\u30bb\u30b9\u306b\u3064\u3044\u3066\u89e3\u8aac\u3057\u307e\u3059\u3002\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u6e96\u5099\u304b\u3089\u3001\u5b9f\u969b\u306e\u5b66\u7fd2\u5b9f\u884c\u307e\u3067\u306e\u8a73\u7d30\u306a\u30b9\u30c6\u30c3\u30d7\u3068\u3001\u5b66\u7fd2\u5f8c\u306e\u8a55\u4fa1\u65b9\u6cd5\u306b\u3064\u3044\u3066\u7d39\u4ecb\u3057\u307e\u3059\u3002\u3053\u306e\u30d7\u30ed\u30bb\u30b9\u3092\u901a\u3058\u3066\u3001\u9ad8\u7cbe\u5ea6\u306e\u7269\u4f53\u691c\u77e5\u30e2\u30c7\u30eb\u304c\u3069\u306e\u3088\u3046\u306b\u3057\u3066\u4f5c\u6210\u3055\u308c\u308b\u306e\u304b\u3092\u8aac\u660e\u3057\u307e\u3059\u3002<\/p>\n","protected":false},"author":21,"featured_media":6230,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[2177],"tags":[550,2642,2648,2649,2663],"class_list":["post-6196","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-trailcamera","tag-camera_trail","tag-2642","tag-2648","tag-ai","tag-yolo"],"acf":[],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 5.0.0.1 - aioseo.com -->\n\t<meta name=\"description\" content=\"YOLO\u3092\u4f7f\u7528\u3057\u3066\u91ce\u751f\u52d5\u7269\u306e\u5b66\u7fd2\u6e08\u30e2\u30c7\u30eb\u3092\u4f5c\u6210\u3059\u308b\u30d7\u30ed\u30bb\u30b9\u306b\u3064\u3044\u3066\u89e3\u8aac\u3057\u307e\u3059\u3002\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u6e96\u5099\u304b\u3089\u3001\u5b9f\u969b\u306e\u5b66\u7fd2\u5b9f\u884c\u307e\u3067\u306e\u8a73\u7d30\u306a\u30b9\u30c6\u30c3\u30d7\u3068\u3001\u5b66\u7fd2\u5f8c\u306e\u8a55\u4fa1\u65b9\u6cd5\u306b\u3064\u3044\u3066\u7d39\u4ecb\u3057\u307e\u3059\u3002\u3053\u306e\u30d7\u30ed\u30bb\u30b9\u3092\u901a\u3058\u3066\u3001\u9ad8\u7cbe\u5ea6\u306e\u7269\u4f53\u691c\u77e5\u30e2\u30c7\u30eb\u304c\u3069\u306e\u3088\u3046\u306b\u3057\u3066\u4f5c\u6210\u3055\u308c\u308b\u306e\u304b\u3092\u8aac\u660e\u3057\u307e\u3059\u3002\" \/>\n\t<meta name=\"robots\" content=\"max-image-preview:large\" \/>\n\t<meta name=\"author\" content=\"\u5370\u90e8 \u5584\u5f18\"\/>\n\t<link rel=\"canonical\" href=\"https:\/\/www.choujuhigai.com\/blog02\/animal-id-4\" \/>\n\t<meta name=\"generator\" content=\"All in One SEO (AIOSEO) 5.0.0.1\" \/>\n\t\t<meta property=\"og:locale\" content=\"ja_JP\" \/>\n\t\t<meta property=\"og:site_name\" content=\"\u9ce5\u7363\u5bb3\u5bfe\u7b56\u306e\u77e5\u6075\u888b | \u91ce\u751f\u52d5\u7269\u306e\u5c02\u9580\u5bb6\u306b\u3088\u308b\u9ce5\u7363\u5bb3\u5bfe\u7b56\u306e\u305f\u3081\u306e\u30d6\u30ed\u30b0\u3002\u91ce\u751f\u52d5\u7269\u306e\u751f\u614b\u3001\u89b3\u5bdf\u3001\u5fcc\u907f\u3001\u6355\u7372\u307e\u3067\u3001\u88ab\u5bb3\u3092\u9632\u3050\u305f\u3081\u306b\u5f79\u7acb\u3064\u60c5\u5831\u3092\u767a\u4fe1\u3057\u3066\u3044\u307e\u3059\u3002\" \/>\n\t\t<meta property=\"og:type\" content=\"article\" \/>\n\t\t<meta property=\"og:title\" content=\"AI\u306b\u3088\u308b\u30c8\u30ec\u30a4\u30eb\u30ab\u30e1\u30e9\u306e\u91ce\u751f\u52d5\u7269\u8b58\u5225\u3010\u7b2c4\u56de\u3011YOLO\u306e\u300c\u5b66\u7fd2\u6e08\u30e2\u30c7\u30eb\u300d\u306e\u4f5c\u6210 | \u9ce5\u7363\u5bb3\u5bfe\u7b56\u306e\u77e5\u6075\u888b\" \/>\n\t\t<meta property=\"og:description\" content=\"YOLO\u3092\u4f7f\u7528\u3057\u3066\u91ce\u751f\u52d5\u7269\u306e\u5b66\u7fd2\u6e08\u30e2\u30c7\u30eb\u3092\u4f5c\u6210\u3059\u308b\u30d7\u30ed\u30bb\u30b9\u306b\u3064\u3044\u3066\u89e3\u8aac\u3057\u307e\u3059\u3002\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u6e96\u5099\u304b\u3089\u3001\u5b9f\u969b\u306e\u5b66\u7fd2\u5b9f\u884c\u307e\u3067\u306e\u8a73\u7d30\u306a\u30b9\u30c6\u30c3\u30d7\u3068\u3001\u5b66\u7fd2\u5f8c\u306e\u8a55\u4fa1\u65b9\u6cd5\u306b\u3064\u3044\u3066\u7d39\u4ecb\u3057\u307e\u3059\u3002\u3053\u306e\u30d7\u30ed\u30bb\u30b9\u3092\u901a\u3058\u3066\u3001\u9ad8\u7cbe\u5ea6\u306e\u7269\u4f53\u691c\u77e5\u30e2\u30c7\u30eb\u304c\u3069\u306e\u3088\u3046\u306b\u3057\u3066\u4f5c\u6210\u3055\u308c\u308b\u306e\u304b\u3092\u8aac\u660e\u3057\u307e\u3059\u3002\" \/>\n\t\t<meta property=\"og:url\" content=\"https:\/\/www.choujuhigai.com\/blog02\/animal-id-4\" \/>\n\t\t<meta property=\"og:image\" content=\"https:\/\/www.choujuhigai.com\/blog02\/wp-content\/uploads\/2024\/05\/AI-animal-ID-4.jpg\" \/>\n\t\t<meta property=\"og:image:secure_url\" content=\"https:\/\/www.choujuhigai.com\/blog02\/wp-content\/uploads\/2024\/05\/AI-animal-ID-4.jpg\" \/>\n\t\t<meta property=\"og:image:width\" content=\"1280\" \/>\n\t\t<meta property=\"og:image:height\" content=\"960\" \/>\n\t\t<meta property=\"article:published_time\" content=\"2024-05-10T05:37:51+00:00\" \/>\n\t\t<meta property=\"article:modified_time\" content=\"2025-09-12T05:27:07+00:00\" \/>\n\t\t<meta name=\"twitter:card\" content=\"summary\" \/>\n\t\t<meta name=\"twitter:title\" content=\"AI\u306b\u3088\u308b\u30c8\u30ec\u30a4\u30eb\u30ab\u30e1\u30e9\u306e\u91ce\u751f\u52d5\u7269\u8b58\u5225\u3010\u7b2c4\u56de\u3011YOLO\u306e\u300c\u5b66\u7fd2\u6e08\u30e2\u30c7\u30eb\u300d\u306e\u4f5c\u6210 | \u9ce5\u7363\u5bb3\u5bfe\u7b56\u306e\u77e5\u6075\u888b\" \/>\n\t\t<meta name=\"twitter:description\" content=\"YOLO\u3092\u4f7f\u7528\u3057\u3066\u91ce\u751f\u52d5\u7269\u306e\u5b66\u7fd2\u6e08\u30e2\u30c7\u30eb\u3092\u4f5c\u6210\u3059\u308b\u30d7\u30ed\u30bb\u30b9\u306b\u3064\u3044\u3066\u89e3\u8aac\u3057\u307e\u3059\u3002\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u6e96\u5099\u304b\u3089\u3001\u5b9f\u969b\u306e\u5b66\u7fd2\u5b9f\u884c\u307e\u3067\u306e\u8a73\u7d30\u306a\u30b9\u30c6\u30c3\u30d7\u3068\u3001\u5b66\u7fd2\u5f8c\u306e\u8a55\u4fa1\u65b9\u6cd5\u306b\u3064\u3044\u3066\u7d39\u4ecb\u3057\u307e\u3059\u3002\u3053\u306e\u30d7\u30ed\u30bb\u30b9\u3092\u901a\u3058\u3066\u3001\u9ad8\u7cbe\u5ea6\u306e\u7269\u4f53\u691c\u77e5\u30e2\u30c7\u30eb\u304c\u3069\u306e\u3088\u3046\u306b\u3057\u3066\u4f5c\u6210\u3055\u308c\u308b\u306e\u304b\u3092\u8aac\u660e\u3057\u307e\u3059\u3002\" \/>\n\t\t<meta name=\"twitter:image\" content=\"https:\/\/www.choujuhigai.com\/blog02\/wp-content\/uploads\/2024\/05\/AI-animal-ID-4.jpg\" \/>\n\t\t<script type=\"application\/ld+json\" class=\"aioseo-schema\">\n\t\t\t{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"BlogPosting\",\"@id\":\"https:\\\/\\\/www.choujuhigai.com\\\/blog02\\\/animal-id-4#blogposting\",\"name\":\"AI\\u306b\\u3088\\u308b\\u30c8\\u30ec\\u30a4\\u30eb\\u30ab\\u30e1\\u30e9\\u306e\\u91ce\\u751f\\u52d5\\u7269\\u8b58\\u5225\\u3010\\u7b2c4\\u56de\\u3011YOLO\\u306e\\u300c\\u5b66\\u7fd2\\u6e08\\u30e2\\u30c7\\u30eb\\u300d\\u306e\\u4f5c\\u6210 | \\u9ce5\\u7363\\u5bb3\\u5bfe\\u7b56\\u306e\\u77e5\\u6075\\u888b\",\"headline\":\"AI\\u306b\\u3088\\u308b\\u30c8\\u30ec\\u30a4\\u30eb\\u30ab\\u30e1\\u30e9\\u306e\\u91ce\\u751f\\u52d5\\u7269\\u8b58\\u5225\\u3010\\u7b2c4\\u56de\\u3011YOLO\\u306e\\u300c\\u5b66\\u7fd2\\u6e08\\u30e2\\u30c7\\u30eb\\u300d\\u306e\\u4f5c\\u6210\",\"author\":{\"@id\":\"https:\\\/\\\/www.choujuhigai.com\\\/blog02\\\/archives\\\/author\\\/inbechiikan-co-jp#author\"},\"publisher\":{\"@id\":\"https:\\\/\\\/www.choujuhigai.com\\\/blog02\\\/#organization\"},\"image\":{\"@type\":\"ImageObject\",\"url\":\"https:\\\/\\\/www.choujuhigai.com\\\/blog02\\\/wp-content\\\/uploads\\\/2024\\\/05\\\/AI-animal-ID-4.jpg\",\"width\":1280,\"height\":960,\"caption\":\"AI\\u306b\\u3088\\u308b\\u30c8\\u30ec\\u30a4\\u30eb\\u30ab\\u30e1\\u30e9\\u306e\\u91ce\\u751f\\u52d5\\u7269\\u8b58\\u5225\\u3010\\u7b2c4\\u56de\\u3011YOLO\\u306e\\u300c\\u5b66\\u7fd2\\u6e08\\u30e2\\u30c7\\u30eb\\u300d\\u306e\\u4f5c\\u6210\"},\"datePublished\":\"2024-05-10T14:37:51+09:00\",\"dateModified\":\"2025-09-12T14:27:07+09:00\",\"inLanguage\":\"ja\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/www.choujuhigai.com\\\/blog02\\\/animal-id-4#webpage\"},\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.choujuhigai.com\\\/blog02\\\/animal-id-4#webpage\"},\"articleSection\":\"\\u30c8\\u30ec\\u30a4\\u30eb\\u30ab\\u30e1\\u30e9\\uff08\\u30bb\\u30f3\\u30b5\\u30fc\\u30ab\\u30e1\\u30e9\\uff09, \\u30c8\\u30ec\\u30a4\\u30eb\\u30ab\\u30e1\\u30e9, \\u91ce\\u751f\\u52d5\\u7269\\u8b58\\u5225, \\u30c7\\u30fc\\u30bf\\u30bb\\u30c3\\u30c8, AI\\u30e2\\u30c7\\u30eb\\u5b66\\u7fd2, YOLO\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/www.choujuhigai.com\\\/blog02\\\/#organization\",\"name\":\"\\u9ce5\\u7363\\u5bb3\\u5bfe\\u7b56\\u306e\\u77e5\\u6075\\u888b\",\"description\":\"\\u91ce\\u751f\\u52d5\\u7269\\u306e\\u5c02\\u9580\\u5bb6\\u306b\\u3088\\u308b\\u9ce5\\u7363\\u5bb3\\u5bfe\\u7b56\\u306e\\u305f\\u3081\\u306e\\u30d6\\u30ed\\u30b0\\u3002\\u91ce\\u751f\\u52d5\\u7269\\u306e\\u751f\\u614b\\u3001\\u89b3\\u5bdf\\u3001\\u5fcc\\u907f\\u3001\\u6355\\u7372\\u307e\\u3067\\u3001\\u88ab\\u5bb3\\u3092\\u9632\\u3050\\u305f\\u3081\\u306b\\u5f79\\u7acb\\u3064\\u60c5\\u5831\\u3092\\u767a\\u4fe1\\u3057\\u3066\\u3044\\u307e\\u3059\\u3002\",\"url\":\"https:\\\/\\\/www.choujuhigai.com\\\/blog02\\\/\"},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/www.choujuhigai.com\\\/blog02\\\/archives\\\/author\\\/inbechiikan-co-jp#author\",\"url\":\"https:\\\/\\\/www.choujuhigai.com\\\/blog02\\\/archives\\\/author\\\/inbechiikan-co-jp\",\"name\":\"\\u5370\\u90e8 \\u5584\\u5f18\",\"image\":{\"@type\":\"ImageObject\",\"@id\":\"https:\\\/\\\/www.choujuhigai.com\\\/blog02\\\/animal-id-4#authorImage\",\"url\":\"https:\\\/\\\/www.choujuhigai.com\\\/blog02\\\/wp-content\\\/uploads\\\/2025\\\/05\\\/inbe03-150x150.jpg\",\"width\":96,\"height\":96,\"caption\":\"\\u5370\\u90e8 \\u5584\\u5f18\"}},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/www.choujuhigai.com\\\/blog02\\\/animal-id-4#webpage\",\"url\":\"https:\\\/\\\/www.choujuhigai.com\\\/blog02\\\/animal-id-4\",\"name\":\"AI\\u306b\\u3088\\u308b\\u30c8\\u30ec\\u30a4\\u30eb\\u30ab\\u30e1\\u30e9\\u306e\\u91ce\\u751f\\u52d5\\u7269\\u8b58\\u5225\\u3010\\u7b2c4\\u56de\\u3011YOLO\\u306e\\u300c\\u5b66\\u7fd2\\u6e08\\u30e2\\u30c7\\u30eb\\u300d\\u306e\\u4f5c\\u6210 | \\u9ce5\\u7363\\u5bb3\\u5bfe\\u7b56\\u306e\\u77e5\\u6075\\u888b\",\"description\":\"YOLO\\u3092\\u4f7f\\u7528\\u3057\\u3066\\u91ce\\u751f\\u52d5\\u7269\\u306e\\u5b66\\u7fd2\\u6e08\\u30e2\\u30c7\\u30eb\\u3092\\u4f5c\\u6210\\u3059\\u308b\\u30d7\\u30ed\\u30bb\\u30b9\\u306b\\u3064\\u3044\\u3066\\u89e3\\u8aac\\u3057\\u307e\\u3059\\u3002\\u30c7\\u30fc\\u30bf\\u30bb\\u30c3\\u30c8\\u306e\\u6e96\\u5099\\u304b\\u3089\\u3001\\u5b9f\\u969b\\u306e\\u5b66\\u7fd2\\u5b9f\\u884c\\u307e\\u3067\\u306e\\u8a73\\u7d30\\u306a\\u30b9\\u30c6\\u30c3\\u30d7\\u3068\\u3001\\u5b66\\u7fd2\\u5f8c\\u306e\\u8a55\\u4fa1\\u65b9\\u6cd5\\u306b\\u3064\\u3044\\u3066\\u7d39\\u4ecb\\u3057\\u307e\\u3059\\u3002\\u3053\\u306e\\u30d7\\u30ed\\u30bb\\u30b9\\u3092\\u901a\\u3058\\u3066\\u3001\\u9ad8\\u7cbe\\u5ea6\\u306e\\u7269\\u4f53\\u691c\\u77e5\\u30e2\\u30c7\\u30eb\\u304c\\u3069\\u306e\\u3088\\u3046\\u306b\\u3057\\u3066\\u4f5c\\u6210\\u3055\\u308c\\u308b\\u306e\\u304b\\u3092\\u8aac\\u660e\\u3057\\u307e\\u3059\\u3002\",\"inLanguage\":\"ja\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.choujuhigai.com\\\/blog02\\\/#website\"},\"author\":{\"@id\":\"https:\\\/\\\/www.choujuhigai.com\\\/blog02\\\/archives\\\/author\\\/inbechiikan-co-jp#author\"},\"creator\":{\"@id\":\"https:\\\/\\\/www.choujuhigai.com\\\/blog02\\\/archives\\\/author\\\/inbechiikan-co-jp#author\"},\"image\":{\"@type\":\"ImageObject\",\"url\":\"https:\\\/\\\/www.choujuhigai.com\\\/blog02\\\/wp-content\\\/uploads\\\/2024\\\/05\\\/AI-animal-ID-4.jpg\",\"@id\":\"https:\\\/\\\/www.choujuhigai.com\\\/blog02\\\/animal-id-4\\\/#mainImage\",\"width\":1280,\"height\":960,\"caption\":\"AI\\u306b\\u3088\\u308b\\u30c8\\u30ec\\u30a4\\u30eb\\u30ab\\u30e1\\u30e9\\u306e\\u91ce\\u751f\\u52d5\\u7269\\u8b58\\u5225\\u3010\\u7b2c4\\u56de\\u3011YOLO\\u306e\\u300c\\u5b66\\u7fd2\\u6e08\\u30e2\\u30c7\\u30eb\\u300d\\u306e\\u4f5c\\u6210\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/www.choujuhigai.com\\\/blog02\\\/animal-id-4#mainImage\"},\"datePublished\":\"2024-05-10T14:37:51+09:00\",\"dateModified\":\"2025-09-12T14:27:07+09:00\"},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/www.choujuhigai.com\\\/blog02\\\/#website\",\"url\":\"https:\\\/\\\/www.choujuhigai.com\\\/blog02\\\/\",\"name\":\"\\u9ce5\\u7363\\u5bb3\\u5bfe\\u7b56\\u306e\\u77e5\\u6075\\u888b\",\"description\":\"\\u91ce\\u751f\\u52d5\\u7269\\u306e\\u5c02\\u9580\\u5bb6\\u306b\\u3088\\u308b\\u9ce5\\u7363\\u5bb3\\u5bfe\\u7b56\\u306e\\u305f\\u3081\\u306e\\u30d6\\u30ed\\u30b0\\u3002\\u91ce\\u751f\\u52d5\\u7269\\u306e\\u751f\\u614b\\u3001\\u89b3\\u5bdf\\u3001\\u5fcc\\u907f\\u3001\\u6355\\u7372\\u307e\\u3067\\u3001\\u88ab\\u5bb3\\u3092\\u9632\\u3050\\u305f\\u3081\\u306b\\u5f79\\u7acb\\u3064\\u60c5\\u5831\\u3092\\u767a\\u4fe1\\u3057\\u3066\\u3044\\u307e\\u3059\\u3002\",\"inLanguage\":\"ja\",\"publisher\":{\"@id\":\"https:\\\/\\\/www.choujuhigai.com\\\/blog02\\\/#organization\"}}]}\n\t\t<\/script>\n\t\t<!-- All in One SEO -->\n\n","aioseo_head_json":{"title":"AI\u306b\u3088\u308b\u30c8\u30ec\u30a4\u30eb\u30ab\u30e1\u30e9\u306e\u91ce\u751f\u52d5\u7269\u8b58\u5225\u3010\u7b2c4\u56de\u3011YOLO\u306e\u300c\u5b66\u7fd2\u6e08\u30e2\u30c7\u30eb\u300d\u306e\u4f5c\u6210 | \u9ce5\u7363\u5bb3\u5bfe\u7b56\u306e\u77e5\u6075\u888b","description":"YOLO\u3092\u4f7f\u7528\u3057\u3066\u91ce\u751f\u52d5\u7269\u306e\u5b66\u7fd2\u6e08\u30e2\u30c7\u30eb\u3092\u4f5c\u6210\u3059\u308b\u30d7\u30ed\u30bb\u30b9\u306b\u3064\u3044\u3066\u89e3\u8aac\u3057\u307e\u3059\u3002\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u6e96\u5099\u304b\u3089\u3001\u5b9f\u969b\u306e\u5b66\u7fd2\u5b9f\u884c\u307e\u3067\u306e\u8a73\u7d30\u306a\u30b9\u30c6\u30c3\u30d7\u3068\u3001\u5b66\u7fd2\u5f8c\u306e\u8a55\u4fa1\u65b9\u6cd5\u306b\u3064\u3044\u3066\u7d39\u4ecb\u3057\u307e\u3059\u3002\u3053\u306e\u30d7\u30ed\u30bb\u30b9\u3092\u901a\u3058\u3066\u3001\u9ad8\u7cbe\u5ea6\u306e\u7269\u4f53\u691c\u77e5\u30e2\u30c7\u30eb\u304c\u3069\u306e\u3088\u3046\u306b\u3057\u3066\u4f5c\u6210\u3055\u308c\u308b\u306e\u304b\u3092\u8aac\u660e\u3057\u307e\u3059\u3002","canonical_url":"https:\/\/www.choujuhigai.com\/blog02\/animal-id-4","robots":"max-image-preview:large","keywords":"","webmasterTools":{"miscellaneous":""},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"BlogPosting","@id":"https:\/\/www.choujuhigai.com\/blog02\/animal-id-4#blogposting","name":"AI\u306b\u3088\u308b\u30c8\u30ec\u30a4\u30eb\u30ab\u30e1\u30e9\u306e\u91ce\u751f\u52d5\u7269\u8b58\u5225\u3010\u7b2c4\u56de\u3011YOLO\u306e\u300c\u5b66\u7fd2\u6e08\u30e2\u30c7\u30eb\u300d\u306e\u4f5c\u6210 | \u9ce5\u7363\u5bb3\u5bfe\u7b56\u306e\u77e5\u6075\u888b","headline":"AI\u306b\u3088\u308b\u30c8\u30ec\u30a4\u30eb\u30ab\u30e1\u30e9\u306e\u91ce\u751f\u52d5\u7269\u8b58\u5225\u3010\u7b2c4\u56de\u3011YOLO\u306e\u300c\u5b66\u7fd2\u6e08\u30e2\u30c7\u30eb\u300d\u306e\u4f5c\u6210","author":{"@id":"https:\/\/www.choujuhigai.com\/blog02\/archives\/author\/inbechiikan-co-jp#author"},"publisher":{"@id":"https:\/\/www.choujuhigai.com\/blog02\/#organization"},"image":{"@type":"ImageObject","url":"https:\/\/www.choujuhigai.com\/blog02\/wp-content\/uploads\/2024\/05\/AI-animal-ID-4.jpg","width":1280,"height":960,"caption":"AI\u306b\u3088\u308b\u30c8\u30ec\u30a4\u30eb\u30ab\u30e1\u30e9\u306e\u91ce\u751f\u52d5\u7269\u8b58\u5225\u3010\u7b2c4\u56de\u3011YOLO\u306e\u300c\u5b66\u7fd2\u6e08\u30e2\u30c7\u30eb\u300d\u306e\u4f5c\u6210"},"datePublished":"2024-05-10T14:37:51+09:00","dateModified":"2025-09-12T14:27:07+09:00","inLanguage":"ja","mainEntityOfPage":{"@id":"https:\/\/www.choujuhigai.com\/blog02\/animal-id-4#webpage"},"isPartOf":{"@id":"https:\/\/www.choujuhigai.com\/blog02\/animal-id-4#webpage"},"articleSection":"\u30c8\u30ec\u30a4\u30eb\u30ab\u30e1\u30e9\uff08\u30bb\u30f3\u30b5\u30fc\u30ab\u30e1\u30e9\uff09, \u30c8\u30ec\u30a4\u30eb\u30ab\u30e1\u30e9, \u91ce\u751f\u52d5\u7269\u8b58\u5225, \u30c7\u30fc\u30bf\u30bb\u30c3\u30c8, AI\u30e2\u30c7\u30eb\u5b66\u7fd2, YOLO"},{"@type":"Organization","@id":"https:\/\/www.choujuhigai.com\/blog02\/#organization","name":"\u9ce5\u7363\u5bb3\u5bfe\u7b56\u306e\u77e5\u6075\u888b","description":"\u91ce\u751f\u52d5\u7269\u306e\u5c02\u9580\u5bb6\u306b\u3088\u308b\u9ce5\u7363\u5bb3\u5bfe\u7b56\u306e\u305f\u3081\u306e\u30d6\u30ed\u30b0\u3002\u91ce\u751f\u52d5\u7269\u306e\u751f\u614b\u3001\u89b3\u5bdf\u3001\u5fcc\u907f\u3001\u6355\u7372\u307e\u3067\u3001\u88ab\u5bb3\u3092\u9632\u3050\u305f\u3081\u306b\u5f79\u7acb\u3064\u60c5\u5831\u3092\u767a\u4fe1\u3057\u3066\u3044\u307e\u3059\u3002","url":"https:\/\/www.choujuhigai.com\/blog02\/"},{"@type":"Person","@id":"https:\/\/www.choujuhigai.com\/blog02\/archives\/author\/inbechiikan-co-jp#author","url":"https:\/\/www.choujuhigai.com\/blog02\/archives\/author\/inbechiikan-co-jp","name":"\u5370\u90e8 \u5584\u5f18","image":{"@type":"ImageObject","@id":"https:\/\/www.choujuhigai.com\/blog02\/animal-id-4#authorImage","url":"https:\/\/www.choujuhigai.com\/blog02\/wp-content\/uploads\/2025\/05\/inbe03-150x150.jpg","width":96,"height":96,"caption":"\u5370\u90e8 \u5584\u5f18"}},{"@type":"WebPage","@id":"https:\/\/www.choujuhigai.com\/blog02\/animal-id-4#webpage","url":"https:\/\/www.choujuhigai.com\/blog02\/animal-id-4","name":"AI\u306b\u3088\u308b\u30c8\u30ec\u30a4\u30eb\u30ab\u30e1\u30e9\u306e\u91ce\u751f\u52d5\u7269\u8b58\u5225\u3010\u7b2c4\u56de\u3011YOLO\u306e\u300c\u5b66\u7fd2\u6e08\u30e2\u30c7\u30eb\u300d\u306e\u4f5c\u6210 | \u9ce5\u7363\u5bb3\u5bfe\u7b56\u306e\u77e5\u6075\u888b","description":"YOLO\u3092\u4f7f\u7528\u3057\u3066\u91ce\u751f\u52d5\u7269\u306e\u5b66\u7fd2\u6e08\u30e2\u30c7\u30eb\u3092\u4f5c\u6210\u3059\u308b\u30d7\u30ed\u30bb\u30b9\u306b\u3064\u3044\u3066\u89e3\u8aac\u3057\u307e\u3059\u3002\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u6e96\u5099\u304b\u3089\u3001\u5b9f\u969b\u306e\u5b66\u7fd2\u5b9f\u884c\u307e\u3067\u306e\u8a73\u7d30\u306a\u30b9\u30c6\u30c3\u30d7\u3068\u3001\u5b66\u7fd2\u5f8c\u306e\u8a55\u4fa1\u65b9\u6cd5\u306b\u3064\u3044\u3066\u7d39\u4ecb\u3057\u307e\u3059\u3002\u3053\u306e\u30d7\u30ed\u30bb\u30b9\u3092\u901a\u3058\u3066\u3001\u9ad8\u7cbe\u5ea6\u306e\u7269\u4f53\u691c\u77e5\u30e2\u30c7\u30eb\u304c\u3069\u306e\u3088\u3046\u306b\u3057\u3066\u4f5c\u6210\u3055\u308c\u308b\u306e\u304b\u3092\u8aac\u660e\u3057\u307e\u3059\u3002","inLanguage":"ja","isPartOf":{"@id":"https:\/\/www.choujuhigai.com\/blog02\/#website"},"author":{"@id":"https:\/\/www.choujuhigai.com\/blog02\/archives\/author\/inbechiikan-co-jp#author"},"creator":{"@id":"https:\/\/www.choujuhigai.com\/blog02\/archives\/author\/inbechiikan-co-jp#author"},"image":{"@type":"ImageObject","url":"https:\/\/www.choujuhigai.com\/blog02\/wp-content\/uploads\/2024\/05\/AI-animal-ID-4.jpg","@id":"https:\/\/www.choujuhigai.com\/blog02\/animal-id-4\/#mainImage","width":1280,"height":960,"caption":"AI\u306b\u3088\u308b\u30c8\u30ec\u30a4\u30eb\u30ab\u30e1\u30e9\u306e\u91ce\u751f\u52d5\u7269\u8b58\u5225\u3010\u7b2c4\u56de\u3011YOLO\u306e\u300c\u5b66\u7fd2\u6e08\u30e2\u30c7\u30eb\u300d\u306e\u4f5c\u6210"},"primaryImageOfPage":{"@id":"https:\/\/www.choujuhigai.com\/blog02\/animal-id-4#mainImage"},"datePublished":"2024-05-10T14:37:51+09:00","dateModified":"2025-09-12T14:27:07+09:00"},{"@type":"WebSite","@id":"https:\/\/www.choujuhigai.com\/blog02\/#website","url":"https:\/\/www.choujuhigai.com\/blog02\/","name":"\u9ce5\u7363\u5bb3\u5bfe\u7b56\u306e\u77e5\u6075\u888b","description":"\u91ce\u751f\u52d5\u7269\u306e\u5c02\u9580\u5bb6\u306b\u3088\u308b\u9ce5\u7363\u5bb3\u5bfe\u7b56\u306e\u305f\u3081\u306e\u30d6\u30ed\u30b0\u3002\u91ce\u751f\u52d5\u7269\u306e\u751f\u614b\u3001\u89b3\u5bdf\u3001\u5fcc\u907f\u3001\u6355\u7372\u307e\u3067\u3001\u88ab\u5bb3\u3092\u9632\u3050\u305f\u3081\u306b\u5f79\u7acb\u3064\u60c5\u5831\u3092\u767a\u4fe1\u3057\u3066\u3044\u307e\u3059\u3002","inLanguage":"ja","publisher":{"@id":"https:\/\/www.choujuhigai.com\/blog02\/#organization"}}]},"og:locale":"ja_JP","og:site_name":"\u9ce5\u7363\u5bb3\u5bfe\u7b56\u306e\u77e5\u6075\u888b | \u91ce\u751f\u52d5\u7269\u306e\u5c02\u9580\u5bb6\u306b\u3088\u308b\u9ce5\u7363\u5bb3\u5bfe\u7b56\u306e\u305f\u3081\u306e\u30d6\u30ed\u30b0\u3002\u91ce\u751f\u52d5\u7269\u306e\u751f\u614b\u3001\u89b3\u5bdf\u3001\u5fcc\u907f\u3001\u6355\u7372\u307e\u3067\u3001\u88ab\u5bb3\u3092\u9632\u3050\u305f\u3081\u306b\u5f79\u7acb\u3064\u60c5\u5831\u3092\u767a\u4fe1\u3057\u3066\u3044\u307e\u3059\u3002","og:type":"article","og:title":"AI\u306b\u3088\u308b\u30c8\u30ec\u30a4\u30eb\u30ab\u30e1\u30e9\u306e\u91ce\u751f\u52d5\u7269\u8b58\u5225\u3010\u7b2c4\u56de\u3011YOLO\u306e\u300c\u5b66\u7fd2\u6e08\u30e2\u30c7\u30eb\u300d\u306e\u4f5c\u6210 | \u9ce5\u7363\u5bb3\u5bfe\u7b56\u306e\u77e5\u6075\u888b","og:description":"YOLO\u3092\u4f7f\u7528\u3057\u3066\u91ce\u751f\u52d5\u7269\u306e\u5b66\u7fd2\u6e08\u30e2\u30c7\u30eb\u3092\u4f5c\u6210\u3059\u308b\u30d7\u30ed\u30bb\u30b9\u306b\u3064\u3044\u3066\u89e3\u8aac\u3057\u307e\u3059\u3002\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u6e96\u5099\u304b\u3089\u3001\u5b9f\u969b\u306e\u5b66\u7fd2\u5b9f\u884c\u307e\u3067\u306e\u8a73\u7d30\u306a\u30b9\u30c6\u30c3\u30d7\u3068\u3001\u5b66\u7fd2\u5f8c\u306e\u8a55\u4fa1\u65b9\u6cd5\u306b\u3064\u3044\u3066\u7d39\u4ecb\u3057\u307e\u3059\u3002\u3053\u306e\u30d7\u30ed\u30bb\u30b9\u3092\u901a\u3058\u3066\u3001\u9ad8\u7cbe\u5ea6\u306e\u7269\u4f53\u691c\u77e5\u30e2\u30c7\u30eb\u304c\u3069\u306e\u3088\u3046\u306b\u3057\u3066\u4f5c\u6210\u3055\u308c\u308b\u306e\u304b\u3092\u8aac\u660e\u3057\u307e\u3059\u3002","og:url":"https:\/\/www.choujuhigai.com\/blog02\/animal-id-4","og:image":"https:\/\/www.choujuhigai.com\/blog02\/wp-content\/uploads\/2024\/05\/AI-animal-ID-4.jpg","og:image:secure_url":"https:\/\/www.choujuhigai.com\/blog02\/wp-content\/uploads\/2024\/05\/AI-animal-ID-4.jpg","og:image:width":1280,"og:image:height":960,"article:published_time":"2024-05-10T05:37:51+00:00","article:modified_time":"2025-09-12T05:27:07+00:00","twitter:card":"summary","twitter:title":"AI\u306b\u3088\u308b\u30c8\u30ec\u30a4\u30eb\u30ab\u30e1\u30e9\u306e\u91ce\u751f\u52d5\u7269\u8b58\u5225\u3010\u7b2c4\u56de\u3011YOLO\u306e\u300c\u5b66\u7fd2\u6e08\u30e2\u30c7\u30eb\u300d\u306e\u4f5c\u6210 | \u9ce5\u7363\u5bb3\u5bfe\u7b56\u306e\u77e5\u6075\u888b","twitter:description":"YOLO\u3092\u4f7f\u7528\u3057\u3066\u91ce\u751f\u52d5\u7269\u306e\u5b66\u7fd2\u6e08\u30e2\u30c7\u30eb\u3092\u4f5c\u6210\u3059\u308b\u30d7\u30ed\u30bb\u30b9\u306b\u3064\u3044\u3066\u89e3\u8aac\u3057\u307e\u3059\u3002\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u6e96\u5099\u304b\u3089\u3001\u5b9f\u969b\u306e\u5b66\u7fd2\u5b9f\u884c\u307e\u3067\u306e\u8a73\u7d30\u306a\u30b9\u30c6\u30c3\u30d7\u3068\u3001\u5b66\u7fd2\u5f8c\u306e\u8a55\u4fa1\u65b9\u6cd5\u306b\u3064\u3044\u3066\u7d39\u4ecb\u3057\u307e\u3059\u3002\u3053\u306e\u30d7\u30ed\u30bb\u30b9\u3092\u901a\u3058\u3066\u3001\u9ad8\u7cbe\u5ea6\u306e\u7269\u4f53\u691c\u77e5\u30e2\u30c7\u30eb\u304c\u3069\u306e\u3088\u3046\u306b\u3057\u3066\u4f5c\u6210\u3055\u308c\u308b\u306e\u304b\u3092\u8aac\u660e\u3057\u307e\u3059\u3002","twitter:image":"https:\/\/www.choujuhigai.com\/blog02\/wp-content\/uploads\/2024\/05\/AI-animal-ID-4.jpg"},"aioseo_meta_data":{"post_id":"6196","title":null,"description":"YOLO\u3092\u4f7f\u7528\u3057\u3066\u91ce\u751f\u52d5\u7269\u306e\u5b66\u7fd2\u6e08\u30e2\u30c7\u30eb\u3092\u4f5c\u6210\u3059\u308b\u30d7\u30ed\u30bb\u30b9\u306b\u3064\u3044\u3066\u89e3\u8aac\u3057\u307e\u3059\u3002\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u6e96\u5099\u304b\u3089\u3001\u5b9f\u969b\u306e\u5b66\u7fd2\u5b9f\u884c\u307e\u3067\u306e\u8a73\u7d30\u306a\u30b9\u30c6\u30c3\u30d7\u3068\u3001\u5b66\u7fd2\u5f8c\u306e\u8a55\u4fa1\u65b9\u6cd5\u306b\u3064\u3044\u3066\u7d39\u4ecb\u3057\u307e\u3059\u3002\u3053\u306e\u30d7\u30ed\u30bb\u30b9\u3092\u901a\u3058\u3066\u3001\u9ad8\u7cbe\u5ea6\u306e\u7269\u4f53\u691c\u77e5\u30e2\u30c7\u30eb\u304c\u3069\u306e\u3088\u3046\u306b\u3057\u3066\u4f5c\u6210\u3055\u308c\u308b\u306e\u304b\u3092\u8aac\u660e\u3057\u307e\u3059\u3002","keywords":null,"keyphrases":{"focus":{"keyphrase":"","score":0,"analysis":{"keyphraseInTitle":{"score":0,"maxScore":9,"error":1}}},"additional":[]},"primary_term":null,"canonical_url":null,"og_title":null,"og_description":null,"og_object_type":"default","og_image_type":"default","og_image_url":null,"og_image_width":null,"og_image_height":null,"og_image_custom_url":null,"og_image_custom_fields":null,"og_video":"","og_custom_url":null,"og_article_section":null,"og_article_tags":null,"twitter_use_og":false,"twitter_card":"default","twitter_image_type":"default","twitter_image_url":null,"twitter_image_custom_url":null,"twitter_image_custom_fields":null,"twitter_title":null,"twitter_description":null,"schema":{"blockGraphs":[],"customGraphs":[],"default":{"data":{"Article":[],"Course":[],"Dataset":[],"FAQPage":[],"Movie":[],"Person":[],"Product":[],"ProductReview":[],"Car":[],"Recipe":[],"Service":[],"SoftwareApplication":[],"WebPage":[]},"graphName":"BlogPosting","isEnabled":true},"graphs":[]},"schema_type":"default","schema_type_options":null,"pillar_content":false,"robots_default":true,"robots_noindex":false,"robots_noarchive":false,"robots_nosnippet":false,"robots_nofollow":false,"robots_noimageindex":false,"robots_noodp":false,"robots_notranslate":false,"robots_max_snippet":"-1","robots_max_videopreview":"-1","robots_max_imagepreview":"large","priority":null,"frequency":"default","local_seo":null,"breadcrumb_settings":null,"limit_modified_date":false,"ai":{"faqs":[],"keyPoints":[],"titles":[],"descriptions":[],"socialPosts":{"email":[],"linkedin":[],"twitter":[],"facebook":[],"instagram":[]}},"created":"2024-05-10 02:21:56","updated":"2025-09-12 05:27:07","seo_analyzer_scan_date":null,"focus_keyword":null,"additional_keywords":null,"truseo_locale":null},"aioseo_breadcrumb":"<div class=\"aioseo-breadcrumbs\"><span class=\"aioseo-breadcrumb\">\n\t\t\t<a href=\"https:\/\/www.choujuhigai.com\/blog02\" title=\"\u30db\u30fc\u30e0\">\u30db\u30fc\u30e0<\/a>\n\t\t<\/span><span class=\"aioseo-breadcrumb-separator\">&raquo;<\/span><span class=\"aioseo-breadcrumb\">\n\t\t\t<a href=\"https:\/\/www.choujuhigai.com\/blog02\/category\/trailcamera\" title=\"\u30c8\u30ec\u30a4\u30eb\u30ab\u30e1\u30e9\uff08\u30bb\u30f3\u30b5\u30fc\u30ab\u30e1\u30e9\uff09\">\u30c8\u30ec\u30a4\u30eb\u30ab\u30e1\u30e9\uff08\u30bb\u30f3\u30b5\u30fc\u30ab\u30e1\u30e9\uff09<\/a>\n\t\t<\/span><span class=\"aioseo-breadcrumb-separator\">&raquo;<\/span><span class=\"aioseo-breadcrumb\">\n\t\t\tAI\u306b\u3088\u308b\u30c8\u30ec\u30a4\u30eb\u30ab\u30e1\u30e9\u306e\u91ce\u751f\u52d5\u7269\u8b58\u5225\u3010\u7b2c4\u56de\u3011YOLO\u306e\u300c\u5b66\u7fd2\u6e08\u30e2\u30c7\u30eb\u300d\u306e\u4f5c\u6210\n\t\t<\/span><\/div>","aioseo_breadcrumb_json":[{"label":"\u30db\u30fc\u30e0","link":"https:\/\/www.choujuhigai.com\/blog02"},{"label":"\u30c8\u30ec\u30a4\u30eb\u30ab\u30e1\u30e9\uff08\u30bb\u30f3\u30b5\u30fc\u30ab\u30e1\u30e9\uff09","link":"https:\/\/www.choujuhigai.com\/blog02\/category\/trailcamera"},{"label":"AI\u306b\u3088\u308b\u30c8\u30ec\u30a4\u30eb\u30ab\u30e1\u30e9\u306e\u91ce\u751f\u52d5\u7269\u8b58\u5225\u3010\u7b2c4\u56de\u3011YOLO\u306e\u300c\u5b66\u7fd2\u6e08\u30e2\u30c7\u30eb\u300d\u306e\u4f5c\u6210","link":"https:\/\/www.choujuhigai.com\/blog02\/animal-id-4"}],"top_thumb":"https:\/\/www.choujuhigai.com\/blog02\/wp-content\/uploads\/2024\/05\/AI-animal-ID-4-350x350.jpg","_links":{"self":[{"href":"https:\/\/www.choujuhigai.com\/blog02\/wp-json\/wp\/v2\/posts\/6196","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.choujuhigai.com\/blog02\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.choujuhigai.com\/blog02\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.choujuhigai.com\/blog02\/wp-json\/wp\/v2\/users\/21"}],"replies":[{"embeddable":true,"href":"https:\/\/www.choujuhigai.com\/blog02\/wp-json\/wp\/v2\/comments?post=6196"}],"version-history":[{"count":4,"href":"https:\/\/www.choujuhigai.com\/blog02\/wp-json\/wp\/v2\/posts\/6196\/revisions"}],"predecessor-version":[{"id":6990,"href":"https:\/\/www.choujuhigai.com\/blog02\/wp-json\/wp\/v2\/posts\/6196\/revisions\/6990"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.choujuhigai.com\/blog02\/wp-json\/wp\/v2\/media\/6230"}],"wp:attachment":[{"href":"https:\/\/www.choujuhigai.com\/blog02\/wp-json\/wp\/v2\/media?parent=6196"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.choujuhigai.com\/blog02\/wp-json\/wp\/v2\/categories?post=6196"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.choujuhigai.com\/blog02\/wp-json\/wp\/v2\/tags?post=6196"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}