{"id":4808,"date":"2019-12-10T22:20:52","date_gmt":"2019-12-10T13:20:52","guid":{"rendered":"https:\/\/transynk.co.jp\/?post_type=blog&#038;p=4808"},"modified":"2024-04-08T22:40:06","modified_gmt":"2024-04-08T13:40:06","slug":"20-best-image-datasets-for-computer-vision","status":"publish","type":"blog","link":"https:\/\/transynk.co.jp\/en\/blog\/20-best-image-datasets-for-computer-vision\/","title":{"rendered":"\u301025\u500b\u63b2\u8f09\u3011\u9854\u8a8d\u8a3cAI\u3084\u7269\u4f53\u691c\u51fa\u306b\u4f7f\u3048\u308b\u753b\u50cf\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u307e\u3068\u3081"},"content":{"rendered":"<div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-1 fusion-flex-container has-pattern-background has-mask-background nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:1372.8px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-0 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:0px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-text fusion-text-1 fusion-text-no-margin\" style=\"--awb-margin-bottom:40px;\"><p>\u7269\u4f53\u691c\u51fa\u3084\u9854\u8a8d\u8a3cAI\u306b\u4f7f\u3048\u308b\u30aa\u30fc\u30d7\u30f3\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u898b\u3064\u3051\u308b\u306e\u306b\u6700\u9069\u306a\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306e\u6a5f\u68b0\u5b66\u7fd2\u7528\u753b\u50cf\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u30ea\u30b9\u30c8\u3092\u4f5c\u6210\u3057\u307e\u3057\u305f\u3002<\/p>\n<\/div><div class=\"fusion-title title fusion-title-1 fusion-sep-none fusion-title-text fusion-title-size-three\" style=\"--awb-margin-top:20px;--awb-margin-top-small:10px;--awb-margin-right-small:0px;--awb-margin-bottom-small:10px;--awb-margin-left-small:0px;\"><h3 class=\"fusion-title-heading title-heading-left\" style=\"margin:0;\">\u9854\u753b\u50cf\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8<\/h3><\/div><div class=\"fusion-text fusion-text-2 fusion-text-no-margin\" style=\"--awb-margin-bottom:40px;\"><ul>\n<li><a href=\"http:\/\/vis-www.cs.umass.edu\/lfw\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u81ea\u7136\u754c\u306e\u30e9\u30d9\u30eb\u4ed8\u304d\u9854\u753b\u50cf<\/a>: \u9854\u8a8d\u8b58\u306b\u95a2\u3059\u308b\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u958b\u767a\u306b\u4f7f\u7528\u3059\u308b\u300113,000\u306e\u4eba\u306e\u9854\u306e\u30e9\u30d9\u30eb\u4ed8\u304d\u753b\u50cf\u3002<\/li>\n<li><a href=\"https:\/\/www.kaggle.com\/jessicali9530\/lfw-dataset\" target=\"_blank\" rel=\"noopener noreferrer\">Labelled Faces in the Wild<\/a>: \u7c73\u30de\u30b5\u30c1\u30e5\u30fc\u30bb\u30c3\u30c4\u5927\u5b66\u3088\u308a\u3001\u9854\u8a8d\u8a3c\u306e\u7814\u7a76\u76ee\u7684\u3067\u4f5c\u6210\u3055\u308c\u305f\u9854\u753b\u50cf\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3067\u3059\u3002\u3053\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306f5,700\u4eba\u306e\u9854\u5199\u771f\u309213,000\u679a\u542b\u307f\u307e\u3059\u3002<\/li>\n<li><a href=\"https:\/\/www.umdfaces.io\/\" target=\"_blank\" rel=\"noopener noreferrer\">UMDFaces<\/a>: 8,200\u4eba\u306e\u9854\u5199\u771f\u306b\u3001367,000\u500b\u306e\u30a2\u30ce\u30c6\u30fc\u30b7\u30e7\u30f3\u304c\u4ed8\u3051\u3089\u308c\u305f\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3002\u3055\u3089\u306b\u3001\u30ad\u30fc\u30dd\u30a4\u30f3\u30c8\u30a2\u30ce\u30c6\u30fc\u30b7\u30e7\u30f3\u4ed8\u304d\u306e300\u4e07\u679a\u306e\u6620\u50cf\u30d5\u30ec\u30fc\u30e0\u3082\u3042\u308a\u307e\u3059\u3002\u3053\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306f\u7814\u7a76\u76ee\u7684\u306e\u307f\u306b\u516c\u958b\u3055\u308c\u3066\u3044\u307e\u3059\u306e\u3067\u3001\u3054\u5229\u7528\u306e\u969b\u306f\u3054\u6ce8\u610f\u304f\u3060\u3055\u3044\u3002<\/li>\n<\/ul>\n<p><img data-recalc-dims=\"1\" decoding=\"async\" class=\"lazyload alignnone size-full wp-image-4811\" src=\"https:\/\/i0.wp.com\/transynk.co.jp\/wp-content\/uploads\/2024\/04\/umdfaces-edit.jpg?resize=1320%2C528&#038;ssl=1\" data-orig-src=\"https:\/\/transynk.co.jp\/wp-content\/uploads\/2024\/04\/umdfaces-edit.jpg\" alt=\"\" width=\"1320\" height=\"528\" srcset=\"data:image\/svg+xml,%3Csvg%20xmlns%3D%27http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%27%20width%3D%271881%27%20height%3D%27752%27%20viewBox%3D%270%200%201881%20752%27%3E%3Crect%20width%3D%271881%27%20height%3D%27752%27%20fill-opacity%3D%220%22%2F%3E%3C%2Fsvg%3E\" data-srcset=\"https:\/\/i0.wp.com\/transynk.co.jp\/wp-content\/uploads\/2024\/04\/umdfaces-edit.jpg?resize=200%2C80&amp;ssl=1 200w, https:\/\/i0.wp.com\/transynk.co.jp\/wp-content\/uploads\/2024\/04\/umdfaces-edit.jpg?resize=300%2C120&amp;ssl=1 300w, https:\/\/i0.wp.com\/transynk.co.jp\/wp-content\/uploads\/2024\/04\/umdfaces-edit.jpg?resize=400%2C160&amp;ssl=1 400w, https:\/\/i0.wp.com\/transynk.co.jp\/wp-content\/uploads\/2024\/04\/umdfaces-edit.jpg?resize=600%2C240&amp;ssl=1 600w, https:\/\/i0.wp.com\/transynk.co.jp\/wp-content\/uploads\/2024\/04\/umdfaces-edit.jpg?resize=768%2C307&amp;ssl=1 768w, https:\/\/i0.wp.com\/transynk.co.jp\/wp-content\/uploads\/2024\/04\/umdfaces-edit.jpg?resize=800%2C320&amp;ssl=1 800w, https:\/\/i0.wp.com\/transynk.co.jp\/wp-content\/uploads\/2024\/04\/umdfaces-edit.jpg?resize=1024%2C409&amp;ssl=1 1024w, https:\/\/i0.wp.com\/transynk.co.jp\/wp-content\/uploads\/2024\/04\/umdfaces-edit.jpg?resize=1200%2C480&amp;ssl=1 1200w, https:\/\/i0.wp.com\/transynk.co.jp\/wp-content\/uploads\/2024\/04\/umdfaces-edit.jpg?resize=1536%2C614&amp;ssl=1 1536w, https:\/\/i0.wp.com\/transynk.co.jp\/wp-content\/uploads\/2024\/04\/umdfaces-edit.jpg?w=1881&amp;ssl=1 1881w\" data-sizes=\"auto\" data-orig-sizes=\"(max-width: 1320px) 100vw, 1320px\" \/><\/p>\n<ul>\n<li><a href=\"https:\/\/www.kaggle.com\/drgilermo\/face-images-with-marked-landmark-points\" target=\"_blank\" rel=\"noopener noreferrer\">\u30e9\u30f3\u30c9\u30de\u30fc\u30af\u30a2\u30ce\u30c6\u30fc\u30b7\u30e7\u30f3\u4ed8\u304d\u306e\u9854\u753b\u50cf\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8<\/a>: \u3053\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306f7000\u679a\u4ee5\u4e0a\u306e\u30ad\u30fc\u30dd\u30a4\u30f3\u30c8\u30a2\u30ce\u30c6\u30fc\u30b7\u30e7\u30f3\u4ed8\u304d\u306e\u9854\u753b\u50cf\u3092\u542b\u307f\u307e\u3059\u3002\u30ad\u30fc\u30dd\u30a4\u30f3\u30c8\u306e\u6570\u306f\u4e00\u679a\u306e\u9854\u753b\u50cf\u3067\u6700\u9ad815\u500b\u307e\u3067\u4ed8\u3044\u3066\u3044\u307e\u3059\u3002<\/li>\n<li><a href=\"https:\/\/github.com\/NVlabs\/ffhq-dataset\">Flickr Faces<\/a>: \u753b\u50cf\u30fb\u6620\u50cf\u3092\u30b7\u30a7\u30a2\u3067\u304d\u308b\u30b5\u30a4\u30c8\u300cFlickr\u300d\u304b\u308921,000\u679a\u306e\u9854\u753b\u50cf\u3092\u542b\u3080\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3067\u3059\u3002<\/li>\n<li><a href=\"http:\/\/mmlab.ie.cuhk.edu.hk\/projects\/CelebA.html\" target=\"_blank\" rel=\"noopener noreferrer\">CelebFaces<\/a>: 40\u7a2e\u985e\u306e\u5c5e\u6027\u6ce8\u8a18\u306e\u4ed8\u3044\u305f\u6709\u540d\u4eba\u306e\u753b\u50cf 200,000 \u4ef6\u4ee5\u4e0a\u3067\u69cb\u6210\u3055\u308c\u305f\u9854\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3002<\/li>\n<li><a href=\"https:\/\/dataturks.com\/projects\/devika.mishra\/face_detection\" target=\"_blank\" rel=\"noopener noreferrer\">\u30d0\u30a6\u30f3\u30c7\u30a3\u30f3\u30b0\u30dc\u30c3\u30af\u30b9\u4ed8\u304d\u306e\u9854\u753b\u50cf\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8<\/a>: \u3053\u3061\u3089\u306f500\u679a\u306e\u9854\u753b\u50cf\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u4e2d\u306b\u3001\u7d041,100\u4eba\u306e\u9854\u304c\u65e2\u306b\u30d0\u30a6\u30f3\u30c7\u30a3\u30f3\u30b0\u30dc\u30c3\u30af\u30b9\u3067\u30bf\u30b0\u4ed8\u3051\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/li>\n<li><\/li>\n<\/ul>\n<\/div><div class=\"fusion-image-element \" style=\"--awb-caption-title-font-family:var(--h2_typography-font-family);--awb-caption-title-font-weight:var(--h2_typography-font-weight);--awb-caption-title-font-style:var(--h2_typography-font-style);--awb-caption-title-size:var(--h2_typography-font-size);--awb-caption-title-transform:var(--h2_typography-text-transform);--awb-caption-title-line-height:var(--h2_typography-line-height);--awb-caption-title-letter-spacing:var(--h2_typography-letter-spacing);\"><span class=\" fusion-imageframe imageframe-none imageframe-1 hover-type-none\"><img decoding=\"async\" width=\"1703\" height=\"1134\" title=\"newfam\" src=\"https:\/\/i0.wp.com\/transynk.co.jp\/wp-content\/uploads\/2024\/04\/newfam.jpg?fit=1703%2C1134&ssl=1\" data-orig-src=\"https:\/\/transynk.co.jp\/wp-content\/uploads\/2024\/04\/newfam.jpg\" alt class=\"lazyload img-responsive wp-image-5455\" srcset=\"data:image\/svg+xml,%3Csvg%20xmlns%3D%27http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%27%20width%3D%271703%27%20height%3D%271134%27%20viewBox%3D%270%200%201703%201134%27%3E%3Crect%20width%3D%271703%27%20height%3D%271134%27%20fill-opacity%3D%220%22%2F%3E%3C%2Fsvg%3E\" data-srcset=\"https:\/\/i0.wp.com\/transynk.co.jp\/wp-content\/uploads\/2024\/04\/newfam.jpg?resize=200%2C133&amp;ssl=1 200w, https:\/\/i0.wp.com\/transynk.co.jp\/wp-content\/uploads\/2024\/04\/newfam.jpg?resize=300%2C200&amp;ssl=1 300w, https:\/\/i0.wp.com\/transynk.co.jp\/wp-content\/uploads\/2024\/04\/newfam.jpg?resize=400%2C266&amp;ssl=1 400w, https:\/\/i0.wp.com\/transynk.co.jp\/wp-content\/uploads\/2024\/04\/newfam.jpg?resize=600%2C400&amp;ssl=1 600w, https:\/\/i0.wp.com\/transynk.co.jp\/wp-content\/uploads\/2024\/04\/newfam.jpg?resize=768%2C511&amp;ssl=1 768w, https:\/\/i0.wp.com\/transynk.co.jp\/wp-content\/uploads\/2024\/04\/newfam.jpg?resize=800%2C533&amp;ssl=1 800w, https:\/\/i0.wp.com\/transynk.co.jp\/wp-content\/uploads\/2024\/04\/newfam.jpg?resize=1024%2C682&amp;ssl=1 1024w, https:\/\/i0.wp.com\/transynk.co.jp\/wp-content\/uploads\/2024\/04\/newfam.jpg?resize=1200%2C799&amp;ssl=1 1200w, https:\/\/i0.wp.com\/transynk.co.jp\/wp-content\/uploads\/2024\/04\/newfam.jpg?resize=1536%2C1023&amp;ssl=1 1536w, https:\/\/i0.wp.com\/transynk.co.jp\/wp-content\/uploads\/2024\/04\/newfam.jpg?w=1703&amp;ssl=1 1703w\" data-sizes=\"auto\" data-orig-sizes=\"(max-width: 850px) 100vw, 1703px\" \/><\/span><\/div><div class=\"fusion-separator fusion-full-width-sep\" style=\"align-self: center;margin-left: auto;margin-right: auto;margin-top:20px;margin-bottom:20px;width:100%;\"><div class=\"fusion-separator-border sep-single sep-dotted\" style=\"--awb-height:20px;--awb-amount:20px;--awb-sep-color:var(--awb-color4);border-color:var(--awb-color4);border-top-width:1px;\"><\/div><\/div><div class=\"fusion-title title fusion-title-2 fusion-sep-none fusion-title-text fusion-title-size-three\" style=\"--awb-margin-top:20px;--awb-margin-top-small:10px;--awb-margin-right-small:0px;--awb-margin-bottom-small:10px;--awb-margin-left-small:0px;\"><h3 class=\"fusion-title-heading title-heading-left\" style=\"margin:0;\">\u7269\u4f53\u691c\u51fa\u306b\u4f7f\u3048\u308b\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8<\/h3><\/div><div class=\"fusion-text fusion-text-3\" style=\"--awb-margin-top:20px;\"><p>\u7269\u4f53\u691c\u51fa\u3068\u306f\u3001\u5bfe\u8c61\u306e\u7269\u4f53\u304c\u753b\u50cf\u306e\u3069\u3053\u306b\u5199\u3063\u3066\u3044\u308b\u304b\u3092\u7b54\u3048\u308b\u30bf\u30b9\u30af\u3067\u3059\u3002\u7269\u4f53\u691c\u51fa\u306e\u4ed6\u306b\u3082\u3001\u7269\u4f53\u7167\u5408\uff08\u592a\u8535\u306b\u5199\u3063\u3066\u3044\u308b\u7269\u4f53\u304c\u5bfe\u8c61\u3068\u540c\u3058\u7269\u4f53\u304b\u3092\u7167\u5408\u3059\u308b\u30bf\u30b9\u30af\uff09\u3084\u7279\u5b9a\u7269\u4f53\u8a8d\u8b58\uff08\u753b\u50cf\u306b\u5199\u3063\u3066\u3044\u308b\u7269\u4f53\u306e\u56fa\u6709\u540d\u8a5e\u3092\u7b54\u3048\u308b\u30bf\u30b9\u30af\uff09\u3082\u3042\u308a\u307e\u3059\u306e\u3067\u3001\u8cb4\u793e\u306e\u30cb\u30fc\u30ba\u306b\u6700\u9069\u306a\u753b\u50cf\u30a2\u30ce\u30c6\u30fc\u30b7\u30e7\u30f3\u306e\u624b\u6cd5\u3092\u5229\u7528\u3059\u308b\u3088\u3046\u3001\u5341\u5206\u304a\u6c17\u3092\u3064\u3051\u304f\u3060\u3055\u3044\u307e\u305b\u3002<\/p>\n<ul>\n<li><a href=\"http:\/\/www1.cs.columbia.edu\/CAVE\/software\/softlib\/coil-100.php\" target=\"_blank\" rel=\"noopener noreferrer\">COIL100<\/a>: 100\u7a2e\u985e\u306e\u7269\u4f53\u3092360\u5ea6\u5168\u65b9\u4f4d\u3067\u64ae\u50cf\u3002<\/li>\n<li><a href=\"http:\/\/www.vision.caltech.edu\/pmoreels\/Datasets\/Home_Objects_06\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u5bb6\u5ead\u306e\u7269\u4f53<\/a>: \u4f4f\u307e\u3044\u3001\u30ad\u30c3\u30c1\u30f3\u3001\u30d0\u30b9\u30eb\u30fc\u30e0\u3001\u30ea\u30d3\u30f3\u30b0\u30eb\u30fc\u30e0\u306e\u7269\u4f53\u3092\u542b\u3080\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3002<\/li>\n<\/ul>\n<\/div><div class=\"fusion-title title fusion-title-3 fusion-sep-none fusion-title-text fusion-title-size-three\" style=\"--awb-margin-top:20px;--awb-margin-top-small:10px;--awb-margin-right-small:0px;--awb-margin-bottom-small:10px;--awb-margin-left-small:0px;\"><h3 class=\"fusion-title-heading title-heading-left\" style=\"margin:0;\">\u753b\u50cf\u8a8d\u8b58\u306b\u4f7f\u3048\u308b\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8<\/h3><\/div><div class=\"fusion-text fusion-text-4\" style=\"--awb-margin-top:20px;\"><ul>\n<li><a href=\"http:\/\/mscoco.org\/\" target=\"_blank\" rel=\"noopener noreferrer\">MS COCO<\/a>: \u4e00\u822c\u7684\u306a\u753b\u50cf\u8a8d\u8b58\u3068\u30ad\u30e3\u30d7\u30b7\u30e7\u30cb\u30f3\u30b0\u3002<\/li>\n<li><a href=\"http:\/\/web.mit.edu\/torralba\/www\/indoor.html\" target=\"_blank\" rel=\"noopener noreferrer\">\u5ba4\u5185\u30b7\u30fc\u30f3\u8a8d\u8b58<\/a>: \u591a\u304f\u306e\u30b7\u30fc\u30f3\u8a8d\u8b58\u30e2\u30c7\u30eb\u306f\u300c\u5c4b\u5916\u300d\u5bc4\u308a\u3067\u3042\u308b\u305f\u3081\u3001\u975e\u5e38\u306b\u7279\u5fb4\u7684\u3067\u6709\u7528\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3068\u306a\u3063\u3066\u3044\u308b\u3002 67\u306e\u5ba4\u5185\u30ab\u30c6\u30b4\u30ea\u30fc\u306815,620\u306e\u753b\u50cf\u3067\u69cb\u6210\u3002<\/li>\n<li><a href=\"http:\/\/lsun.cs.princeton.edu\/2016\/\" target=\"_blank\" rel=\"noopener noreferrer\">LSUN<\/a>: \u591a\u6570\u306e\u88dc\u52a9\u30bf\u30b9\u30af (\u9593\u53d6\u308a\u63a8\u5b9a\u3001\u9855\u8457\u6027\u4e88\u6e2c\u7b49) \u3092\u6301\u3064\u30b7\u30fc\u30f3\u8a8d\u8b58\u3002<\/li>\n<\/ul>\n<\/div><div class=\"fusion-title title fusion-title-4 fusion-sep-none fusion-title-text fusion-title-size-three\" style=\"--awb-margin-top:20px;--awb-margin-top-small:10px;--awb-margin-right-small:0px;--awb-margin-bottom-small:10px;--awb-margin-left-small:0px;\"><h3 class=\"fusion-title-heading title-heading-left\" style=\"margin:0;\">\u6a5f\u68b0\u5b66\u7fd2\u306b\u4f7f\u3048\u308b\u753b\u50cf\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\uff08\u305d\u306e\u4ed6\uff09<\/h3><\/div><div class=\"fusion-text fusion-text-5\" style=\"--awb-margin-top:20px;\"><ul>\n<li><a href=\"http:\/\/labelme.csail.mit.edu\/Release3.0\/browserTools\/php\/dataset.php\" target=\"_blank\" rel=\"noopener noreferrer\">Labelme<\/a>: MIT\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u79d1\u5b66\u30fb\u4eba\u5de5\u77e5\u80fd\u7814\u7a76\u6240 (CSAIL) \u4f5c\u6210\u306e\u5927\u898f\u6a21\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3067\u3001187,240\u306e\u753b\u50cf\u300162,197\u306e\u6ce8\u91c8\u4ed8\u304d\u753b\u50cf\u3001 658,992\u306e\u30e9\u30d9\u30eb\u4ed8\u304d\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u3067\u69cb\u6210\u3002<\/li>\n<li><a href=\"https:\/\/www.kaggle.com\/joosthazelzet\/lego-brick-images\" target=\"_blank\" rel=\"noopener noreferrer\">\u30ec\u30b4\u30fb\u30d6\u30ea\u30c3\u30af<\/a>: Blender\u3067\u63cf\u753b\u3055\u308c\u3001\u30d5\u30a9\u30eb\u30c0\u6bce\u306b\u5206\u985e\u3055\u308c\u305f16\u7a2e\u985e\u306e\u30ec\u30b4\u30fb\u30d6\u30ea\u30c3\u30af\u306e\u753b\u50cf6400\u4ef6\u304b\u3089\u6210\u308b\u3002<\/li>\n<li><a href=\"http:\/\/image-net.org\/\" target=\"_blank\" rel=\"noopener noreferrer\">ImageNet<\/a>: \u65b0\u305f\u306a\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u7528\u306e\u30c7\u30d5\u30a1\u30af\u30c8\u753b\u50cf\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3002WordNet\u968e\u5c64\u306b\u5f93\u3063\u3066\u7de8\u6210\u3055\u308c\u3066\u304a\u308a\u3001\u968e\u5c64\u306e\u5404\u30ce\u30fc\u30c9\u306f\u4f55\u767e\u3001\u4f55\u5343\u3068\u3044\u3046\u753b\u50cf\u3067\u8868\u3055\u308c\u308b\u3002<\/li>\n<li><a href=\"http:\/\/visualgenome.org\/\" target=\"_blank\" rel=\"noopener noreferrer\">Visual Genome<\/a>: 10\u4e07\u306e\u753b\u50cf\u306b\u30ad\u30e3\u30d7\u30b7\u30e7\u30f3\u304c\u4ed8\u3051\u3089\u308c\u305f\u975e\u5e38\u306b\u8a73\u7d30\u306a\u753b\u50cf\u77e5\u8b58\u30d9\u30fc\u30b9\u3002<\/li>\n<li><a href=\"https:\/\/research.googleblog.com\/2016\/09\/introducing-open-images-dataset.html\" target=\"_blank\" rel=\"noopener noreferrer\">Google\u306e\u30aa\u30fc\u30d7\u30f3\u753b\u50cf<\/a>: \u30af\u30ea\u30a8\u30a4\u30c6\u30a3\u30d6\u30fb\u30b3\u30e2\u30f3\u30ba\u4e0b\u306e\u300c6,000\u3092\u8d85\u3048\u308b\u30ab\u30c6\u30b4\u30ea\u30fc\u306e\u30a2\u30ce\u30c6\u30fc\u30b7\u30e7\u30f3\u30e9\u30d9\u30eb\u4ed8\u304d\u300d\u753b\u50cf900\u4e07\u306eURL\u96c6\u3002<\/li>\n<li><a href=\"https:\/\/research.google.com\/youtube8m\/index.html\" target=\"_blank\" rel=\"noopener noreferrer\">Youtube-8M<\/a>: \u4f55\u767e\u4e07\u3082\u306eYouTube\u753b\u50cfID\u3068\u30013,800\u3092\u8d85\u3048\u308b\u30d3\u30b8\u30e5\u30a2\u30eb\u30fb\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u306e\u6ce8\u91c8\u304b\u3089\u6210\u308b\u5927\u898f\u6a21\u306a\u30e9\u30d9\u30eb\u4ed8\u304d\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3002<\/li>\n<li><a href=\"http:\/\/vision.stanford.edu\/aditya86\/ImageNetDogs\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u30b9\u30bf\u30f3\u30d5\u30a9\u30fc\u30c9\u72ac\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8<\/a>: 20,580\u306e\u753b\u50cf\u3068120\u306e\u72ac\u7a2e\u3067\u69cb\u6210\u3002<\/li>\n<li><a href=\"http:\/\/places.csail.mit.edu\/index.html\" target=\"_blank\" rel=\"noopener noreferrer\">Places<\/a>: \u30b7\u30fc\u30f3\u4e2d\u5fc3\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3067\u3001205\u306e\u30b7\u30fc\u30f3\u30fb\u30ab\u30c6\u30b4\u30ea\u30fc\u3068\u30ab\u30c6\u30b4\u30ea\u30fc\u30e9\u30d9\u30eb\u4ed8\u304d\u306e250\u4e07\u306e\u753b\u50cf\u3067\u69cb\u6210\u3002<\/li>\n<li><a href=\"http:\/\/www.robots.ox.ac.uk\/~vgg\/data\/flowers\/102\/index.html\" target=\"_blank\" rel=\"noopener noreferrer\">\u82b1<\/a>: \u4e3b\u306b\u82f1\u56fd\u3067\u898b\u3089\u308c\u308b\u82b1\u306e\u753b\u50cf\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3002102\u306e\u30ab\u30c6\u30b4\u30ea\u30fc\u304b\u3089\u6210\u308b\u3002<\/li>\n<li><a href=\"https:\/\/www.plant-image-analysis.org\/dataset\" target=\"_blank\" rel=\"noopener noreferrer\">\u690d\u7269\u306e\u753b\u50cf\u5206\u6790<\/a>: 100\u4e07\u3092\u8d85\u3048\u308b\u690d\u7269\u306e\u753b\u50cf\u3092\u96c6\u3081\u305f\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u300211\u306e\u690d\u7269\u7a2e\u304b\u3089\u9078\u629e\u3067\u304d\u308b\u3002<\/li>\n<li><a href=\"https:\/\/www.cs.toronto.edu\/~kriz\/cifar.html\" target=\"_blank\" rel=\"noopener noreferrer\">CIFAR-10<\/a>: 10\u7a2e\u306b\u5206\u985e\u3055\u308c\u305f32\u00d732\u306e\u30ab\u30e9\u30fc\u753b\u50cf6\u4e07\u679a\u3002<\/li>\n<li><a href=\"http:\/\/mmlab.ie.cuhk.edu.hk\/datasets\/comp_cars\/index.html\" target=\"_blank\" rel=\"noopener noreferrer\">CompCars<\/a>: \u00a0163\u306e\u81ea\u52d5\u8eca\u30e1\u30fc\u30ab\u30fc\u30011,716\u8eca\u7a2e\u3067\u69cb\u6210\u3055\u308c\u3001\u305d\u308c\u305e\u308c\u306b\u6700\u9ad8\u901f\u5ea6\u3001\u6392\u6c17\u91cf\u3001\u30c9\u30a2\u6570\u3001\u30b7\u30fc\u30c8\u6570\u3001\u8eca\u7a2e\u306e5\u3064\u306e\u5c5e\u6027\u30e9\u30d9\u30eb\u304c\u4ed8\u3044\u3066\u3044\u308b\u3002<\/li>\n<li><a href=\"http:\/\/www.visualqa.org\/\" target=\"_blank\" rel=\"noopener noreferrer\">VisualQA<\/a>: 265,016\u306e\u753b\u50cf\u306b\u3064\u3044\u3066\u306e\u81ea\u7531\u56de\u7b54\u5f62\u5f0f\u306e\u8cea\u554f\u3067\u69cb\u6210\u3055\u308c\u305f\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3002\u8cea\u554f\u306b\u306f\u753b\u50cf\u3068\u8a00\u8a9e\u306b\u3064\u3044\u3066\u306e\u77e5\u8b58\u304c\u5fc5\u8981\u3002<\/li>\n<\/ul>\n<\/div><div class=\"fusion-title title fusion-title-5 fusion-sep-none fusion-title-text fusion-title-size-three\" style=\"--awb-margin-top:20px;--awb-margin-top-small:10px;--awb-margin-right-small:0px;--awb-margin-bottom-small:10px;--awb-margin-left-small:0px;\"><h3 class=\"fusion-title-heading title-heading-left\" style=\"margin:0;\">\u753b\u50cf\u8a8d\u8b58\u3084\u7269\u4f53\u691c\u51fa\u7528\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u304a\u63a2\u3057\u3067\u3059\u304b\uff1f<\/h3><\/div><div class=\"fusion-text fusion-text-6\" style=\"--awb-margin-top:20px;\"><p>\u304a\u63a2\u3057\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u304c\u898b\u3064\u304b\u3089\u306a\u3044\u5834\u5408\u306f\u3001\u5f53\u793e\u304c\u65e2\u5b58\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u304b\u3089\u3054\u7528\u610f\u3044\u305f\u3057\u307e\u3059\u3002\u304a\u6c17\u8efd\u306b\u3054\u76f8\u8ac7\u304f\u3060\u3055\u3044\u3002<\/p>\n<\/div><div class=\"fusion-separator fusion-full-width-sep\" style=\"align-self: center;margin-left: auto;margin-right: auto;margin-top:40px;margin-bottom:40px;width:100%;\"><div class=\"fusion-separator-border sep-single sep-dotted\" style=\"--awb-height:20px;--awb-amount:20px;--awb-sep-color:var(--awb-color4);border-color:var(--awb-color4);border-top-width:1px;\"><\/div><\/div><\/div><\/div><\/div><\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u7269\u4f53\u691c\u51fa\u3084\u9854\u8a8d\u8a3cAI\u306b\u4f7f\u3048\u308b\u30aa\u30fc\u30d7\u30f3\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u898b\u3064\u3051\u308b\u306e\u306b\u6700\u9069\u306a\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306e\u6a5f\u68b0\u5b66\u7fd2\u7528\u753b\u50cf\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u30ea\u30b9\u30c8\u3092\u4f5c\u6210\u3057\u307e\u3057\u305f\u3002<\/p>\n","protected":false},"featured_media":4809,"menu_order":0,"comment_status":"open","ping_status":"closed","template":"","categories":[35],"tags":[],"class_list":["post-4808","blog","type-blog","status-publish","has-post-thumbnail","hentry","category-datasets"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - 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