{"id":6200,"date":"2024-05-10T14:39:09","date_gmt":"2024-05-10T05:39:09","guid":{"rendered":"https:\/\/www.choujuhigai.com\/blog02\/?p=6200"},"modified":"2025-09-12T14:28:28","modified_gmt":"2025-09-12T05:28:28","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%ac5%e5%9b%9e%e3%80%91","status":"publish","type":"post","link":"https:\/\/www.choujuhigai.com\/blog02\/animal-id-5","title":{"rendered":"AI\u306b\u3088\u308b\u30c8\u30ec\u30a4\u30eb\u30ab\u30e1\u30e9\u306e\u91ce\u751f\u52d5\u7269\u8b58\u5225\u3010\u7b2c5\u56de\u3011\u8b58\u5225\u80fd\u529b\u306e\u691c\u8a3c"},"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\u91ce\u751f\u52d5\u726913\u7a2e\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u3082\u3068\u306b<a href=\"https:\/\/www.choujuhigai.com\/blog02\/animal-id-4\" title=\"\">YOLO\u306e\u300c\u5b66\u7fd2\u6e08\u30e2\u30c7\u30eb\uff08.Pt\u30d5\u30a1\u30a4\u30eb\uff09\u300d\u3092\u4f5c\u6210<\/a>\u3057\u307e\u3057\u305f\u3002\u4eca\u56de\u306f\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u52d5\u753b\u3092\u53d6\u5f97\u3057\u305f\u5834\u6240\u3068\u306f\u5168\u304f\u7570\u306a\u308b\u5834\u6240\u3067\u64ae\u5f71\u3057\u305f\u91ce\u751f\u52d5\u7269\u306e\u52d5\u753b\u306b\u5bfe\u3057\u3001\u5b66\u7fd2\u3057\u305f\u30e2\u30c7\u30eb\u304c\u3069\u306e\u7a0b\u5ea6\u3001\u8b58\u5225\u80fd\u529b\u3092\u767a\u63ee\u3059\u308b\u304b\u8a66\u3057\u3066\u307f\u305f\u3044\u3068\u601d\u3044\u307e\u3059\u3002\u64ae\u5f71\u3057\u305f\u52d5\u753b\u306f\u95a2\u897f\u570f\u306e\u91cc\u5c71\u306b\u751f\u606f\u3059\u308b\u4ee5\u4e0b\u306e10\u7a2e\u3067\u3001MOV\u5f62\u5f0f\u3067\u4fdd\u5b58\u3055\u308c\u305f10\u79d2\u9593\u306e\u52d5\u753b\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"has-text-align-center wp-block-paragraph\"><strong>\u95a2\u897f\u570f\u306e\u91cc\u5c71\u306b\u751f\u606f\u3059\u308b\u91ce\u751f\u52d5\u726910\u7a2e\u306e\u7a2e\u540d\u3068\u30af\u30e9\u30b9\u540d<\/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><\/tr><tr><td>\u30a2\u30e9\u30a4\u30b0\u30de<\/td><td>procyon<\/td><\/tr><tr><td>\u30cb\u30db\u30f3\u30b8\u30ab<\/td><td>cervus<\/td><\/tr><tr><td>\u30a4\u30ce\u30b7\u30b7<\/td><td>sus<\/td><\/tr><tr><td>\u30bf\u30cc\u30ad<\/td><td>nyctereutes<\/td><\/tr><tr><td>\u30cf\u30af\u30d3\u30b7\u30f3<\/td><td>paguma<\/td><\/tr><tr><td>\u30ad\u30c4\u30cd<\/td><td>vulpes<\/td><\/tr><tr><td>\u30a6\u30b5\u30ae<\/td><td>lepus<\/td><\/tr><tr><td>\u30a2\u30ca\u30b0\u30de<\/td><td>meles<\/td><\/tr><tr><td>\u30cd\u30b3<\/td><td>feris<\/td><\/tr><tr><td>\u30cb\u30db\u30f3\u30b6\u30eb<\/td><td>macaca<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u5b9f\u884c\u306fGPU\u3092\u642d\u8f09\u3057\u305f\u30ed\u30fc\u30ab\u30ebPC\u3067\u3001\u300c\u7269\u4f53\u691c\u77e5\u30a2\u30d7\u30ea\u300d\u3068\u3057\u3066\u306e\u4f53\u88c1\u3092\u6574\u3048\u308b\u305f\u3081\u306b\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306aGUI\u753b\u9762\u3092Python\u3067\u4f5c\u6210\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4fe1\u983c\u5ea6\u306fYOLO\u306e\u4e88\u6e2c\u306e\u30d1\u30e9\u30e1\u30fc\u30bf\u300cconf\u300d\u3067\u3001\u7269\u4f53\u691c\u51fa\u306e\u6700\u5c0f\u4fe1\u983c\u5ea6\uff08\u95be\u5024\uff09\u306b\u306a\u308a\u307e\u3059\u3002\u95be\u5024\u4ee5\u4e0b\u3067\u691c\u51fa\u3055\u308c\u305f\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u306f\u7121\u8996\u3055\u308c\u307e\u3059\u3002\u4eca\u56de\u306f\u4fe1\u983c\u5ea685\uff05\u306b\u8a2d\u5b9a\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"600\" height=\"557\" src=\"https:\/\/www.choujuhigai.com\/blog02\/wp-content\/uploads\/2024\/05\/f8b533254c1c28f78cab1ec187bd42c4-600x557.png\" alt=\"\" class=\"wp-image-6201\" srcset=\"https:\/\/www.choujuhigai.com\/blog02\/wp-content\/uploads\/2024\/05\/f8b533254c1c28f78cab1ec187bd42c4-600x557.png 600w, https:\/\/www.choujuhigai.com\/blog02\/wp-content\/uploads\/2024\/05\/f8b533254c1c28f78cab1ec187bd42c4-400x372.png 400w, https:\/\/www.choujuhigai.com\/blog02\/wp-content\/uploads\/2024\/05\/f8b533254c1c28f78cab1ec187bd42c4.png 703w\" sizes=\"auto, (max-width: 600px) 100vw, 600px\" \/><figcaption class=\"wp-element-caption\">\u753b\u50cf\uff1aPython\u3067\u4f5c\u6210\u3057\u305fGUI\u753b\u9762<\/figcaption><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\u30c8\u30ec\u30a4\u30eb\u30ab\u30e1\u30e9\u3067\u64ae\u5f71\u3055\u308c\u305f\u91ce\u751f\u52d5\u7269\u306eYOLO\u306b\u3088\u308b\u7269\u4f53\u691c\u77e5\u7d50\u679c<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u6700\u521d\u306f\u30a2\u30e9\u30a4\u30b0\u30de\u306e\u691c\u77e5\u7d50\u679c\u3067\u3059\u30022\u500b\u4f53\u304c\u691c\u51fa\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u4fe1\u983c\u5ea685\uff05\u3067\u307b\u307c\u9023\u7d9a\u691c\u77e5\u3057\u3066\u304a\u308a\u3001\u4ed6\u306e\u52d5\u7269\u3068\u306e\u8aa4\u691c\u77e5\u3082\u3057\u3066\u3044\u307e\u305b\u3093\u3002\u7d9a\u3044\u3066\u3001\u30cb\u30db\u30f3\u30b8\u30ab\u3001\u30a4\u30ce\u30b7\u30b7\u3001\u30bf\u30cc\u30ad\u3001\u30cf\u30af\u30d3\u30b7\u30f3\u3082\u6b63\u78ba\u306b\u691c\u77e5\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"\u3010\uff21\uff29\u306b\u3088\u308b\u7363\u7a2e\u8b58\u5225\u3011\u30c8\u30ec\u30a4\u30eb\u30ab\u30e1\u30e9\u3067\u64ae\u5f71\u3057\u305f\u30a2\u30e9\u30a4\u30b0\u30de\" width=\"500\" height=\"281\" src=\"https:\/\/www.youtube.com\/embed\/8MwxMzW1v6M?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><figcaption class=\"wp-element-caption\">\u52d5\u753b\uff1a\u30a2\u30e9\u30a4\u30b0\u30de\u306eAI\u691c\u77e5\u7d50\u679c<\/figcaption><\/figure>\n\n\n\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"\u3010\uff21\uff29\u306b\u3088\u308b\u7363\u7a2e\u8b58\u5225\u3011\u30c8\u30ec\u30a4\u30eb\u30ab\u30e1\u30e9\u3067\u64ae\u5f71\u3057\u305f\u30cb\u30db\u30f3\u30b8\u30ab\" width=\"500\" height=\"281\" src=\"https:\/\/www.youtube.com\/embed\/fA3l0Wh9Bhg?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><figcaption class=\"wp-element-caption\">\u52d5\u753b\uff1a\u30cb\u30db\u30f3\u30b8\u30ab\u306eAI\u691c\u77e5\u7d50\u679c<\/figcaption><\/figure>\n\n\n\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"\u3010\uff21\uff29\u306b\u3088\u308b\u7363\u7a2e\u8b58\u5225\u3011\u30c8\u30ec\u30a4\u30eb\u30ab\u30e1\u30e9\u3067\u64ae\u5f71\u3057\u305f\u30a4\u30ce\u30b7\u30b7\" width=\"500\" height=\"281\" src=\"https:\/\/www.youtube.com\/embed\/LsWQ16z9SRA?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><figcaption class=\"wp-element-caption\">\u52d5\u753b\uff1a\u30a4\u30ce\u30b7\u30b7\u306eAI\u691c\u77e5\u7d50\u679c<\/figcaption><\/figure>\n\n\n\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"\u3010\uff21\uff29\u306b\u3088\u308b\u7363\u7a2e\u8b58\u5225\u3011\u30c8\u30ec\u30a4\u30eb\u30ab\u30e1\u30e9\u3067\u64ae\u5f71\u3057\u305f\u30bf\u30cc\u30ad\" width=\"500\" height=\"281\" src=\"https:\/\/www.youtube.com\/embed\/3ii4FD3fQ84?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><figcaption class=\"wp-element-caption\">\u52d5\u753b\uff1a\u30bf\u30cc\u30ad\u306eAI\u691c\u77e5\u7d50\u679c<\/figcaption><\/figure>\n\n\n\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"\u3010\uff21\uff29\u306b\u3088\u308b\u7363\u7a2e\u8b58\u5225\u3011\u30c8\u30ec\u30a4\u30eb\u30ab\u30e1\u30e9\u3067\u64ae\u5f71\u3057\u305f\u30cf\u30af\u30d3\u30b7\u30f3\" width=\"500\" height=\"281\" src=\"https:\/\/www.youtube.com\/embed\/uidTLJaFQCc?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><figcaption class=\"wp-element-caption\">\u52d5\u753b\uff1a\u30cf\u30af\u30d3\u30b7\u30f3\u306eAI\u691c\u77e5\u7d50\u679c<\/figcaption><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u6b21\u306b\u3001\u30ad\u30c4\u30cd\u3067\u3059\u304c\u3001\u6700\u521d\u306e5\u79d2\u306f\u6b63\u78ba\u306b\u300c\u30ad\u30c4\u30cd\uff08vulpes\uff09\u300d\u3068\u691c\u77e5\u3067\u304d\u3066\u3044\u307e\u3059\u304c\u3001\u30ab\u30e1\u30e9\u304b\u3089\u9060\u306e\u304f\u306b\u9023\u308c\u3001\u300c\u30cb\u30db\u30f3\u30b8\u30ab\uff08cervus\uff09\u300d\u3001\u300c\u30a4\u30ce\u30b7\u30b7\uff08sus\uff09\u300d\u3068\u8aa4\u691c\u77e5\u3057\u3066\u3044\u307e\u3059\u3002\u30ad\u30c4\u30cd\u306f\u5c3e\u304c\u7279\u5fb4\u7684\u3067\u3059\u304c\u3001\u771f\u5f8c\u308d\u304b\u3089\u64ae\u5f71\u3057\u305f\u5834\u5408\u306b\u7279\u5fb4\u304c\u76ee\u7acb\u305f\u305a\u3001\u691c\u77e5\u304c\u96e3\u3057\u304f\u306a\u308b\u306e\u304b\u3082\u77e5\u308c\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"\u3010\uff21\uff29\u306b\u3088\u308b\u7363\u7a2e\u8b58\u5225\u3011\u30c8\u30ec\u30a4\u30eb\u30ab\u30e1\u30e9\u3067\u64ae\u5f71\u3057\u305f\u30ad\u30c4\u30cd\" width=\"500\" height=\"281\" src=\"https:\/\/www.youtube.com\/embed\/pFvamjMfCto?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><figcaption class=\"wp-element-caption\">\u52d5\u753b\uff1a\u30ad\u30c4\u30cd\u306eAI\u691c\u77e5\u7d50\u679c<\/figcaption><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"600\" height=\"263\" src=\"https:\/\/www.choujuhigai.com\/blog02\/wp-content\/uploads\/2024\/05\/fcc3cfa03b044f04f349b3bdb2cb9122-600x263.png\" alt=\"\" class=\"wp-image-6202\" srcset=\"https:\/\/www.choujuhigai.com\/blog02\/wp-content\/uploads\/2024\/05\/fcc3cfa03b044f04f349b3bdb2cb9122-600x263.png 600w, https:\/\/www.choujuhigai.com\/blog02\/wp-content\/uploads\/2024\/05\/fcc3cfa03b044f04f349b3bdb2cb9122-400x175.png 400w, https:\/\/www.choujuhigai.com\/blog02\/wp-content\/uploads\/2024\/05\/fcc3cfa03b044f04f349b3bdb2cb9122-768x336.png 768w, https:\/\/www.choujuhigai.com\/blog02\/wp-content\/uploads\/2024\/05\/fcc3cfa03b044f04f349b3bdb2cb9122-1536x673.png 1536w, https:\/\/www.choujuhigai.com\/blog02\/wp-content\/uploads\/2024\/05\/fcc3cfa03b044f04f349b3bdb2cb9122-2048x897.png 2048w\" sizes=\"auto, (max-width: 600px) 100vw, 600px\" \/><figcaption class=\"wp-element-caption\">\u753b\u50cf\uff1a\u30ad\u30c4\u30cd\u306e\u7269\u4f53\u691c\u77e5\u30ed\u30b0\uff08\u7dd1\uff1a\u30ad\u30c4\u30cd\u3001\u6a59\u8272\uff1a\u30cb\u30db\u30f3\u30b8\u30ab\uff09<\/figcaption><\/figure>\n\n\n\n<p 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loading=\"lazy\" title=\"\u3010\uff21\uff29\u306b\u3088\u308b\u7363\u7a2e\u8b58\u5225\u3011\u30c8\u30ec\u30a4\u30eb\u30ab\u30e1\u30e9\u3067\u64ae\u5f71\u3057\u305f\u30a6\u30b5\u30ae\" width=\"500\" height=\"281\" src=\"https:\/\/www.youtube.com\/embed\/vuPyxBfQ3QQ?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><figcaption class=\"wp-element-caption\">\u52d5\u753b\uff1a\u30a6\u30b5\u30ae\u306eAI\u691c\u77e5\u7d50\u679c<\/figcaption><\/figure>\n\n\n\n<p 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src=\"https:\/\/www.choujuhigai.com\/blog02\/wp-content\/uploads\/2024\/05\/a8a81d539c08229216d3d7291dbeb997-600x263.png\" alt=\"\" class=\"wp-image-6203\" srcset=\"https:\/\/www.choujuhigai.com\/blog02\/wp-content\/uploads\/2024\/05\/a8a81d539c08229216d3d7291dbeb997-600x263.png 600w, https:\/\/www.choujuhigai.com\/blog02\/wp-content\/uploads\/2024\/05\/a8a81d539c08229216d3d7291dbeb997-400x175.png 400w, https:\/\/www.choujuhigai.com\/blog02\/wp-content\/uploads\/2024\/05\/a8a81d539c08229216d3d7291dbeb997-768x336.png 768w, https:\/\/www.choujuhigai.com\/blog02\/wp-content\/uploads\/2024\/05\/a8a81d539c08229216d3d7291dbeb997-1536x673.png 1536w, https:\/\/www.choujuhigai.com\/blog02\/wp-content\/uploads\/2024\/05\/a8a81d539c08229216d3d7291dbeb997-2048x897.png 2048w\" sizes=\"auto, (max-width: 600px) 100vw, 600px\" \/><figcaption 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