{"id":4573,"date":"2020-10-15T21:07:33","date_gmt":"2020-10-15T12:07:33","guid":{"rendered":"https:\/\/transynk.co.jp\/?post_type=blog&#038;p=4573"},"modified":"2024-05-31T23:16:58","modified_gmt":"2024-05-31T14:16:58","slug":"the-50-best-free-datasets-for-machine-learning","status":"publish","type":"blog","link":"https:\/\/transynk.co.jp\/en\/blog\/the-50-best-free-datasets-for-machine-learning\/","title":{"rendered":"\u301050\u500b\u63b2\u8f09\u3011\u6a5f\u68b0\u5b66\u7fd2\u306b\u4f7f\u3048\u308b\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-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;\">\u6a5f\u68b0\u5b66\u7fd2\u306b\u5fc5\u8981\u4e0d\u53ef\u6b20\u306a\u300c\u5b66\u7fd2\u30c7\u30fc\u30bf\u300d\u3068\u306f<\/h3><\/div><div class=\"fusion-text fusion-text-1 fusion-text-no-margin\" style=\"--awb-margin-bottom:40px;\"><p>\u5b66\u7fd2\u30c7\u30fc\u30bf\u3068\u306f\u300c\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u3092\u5b66\u7fd2\u3055\u305b\u308b\u305f\u3081\u306e\u60c5\u5831 (\u30c7\u30fc\u30bf)\u300d\u3068\u5b9a\u7fa9\u3065\u3051\u3089\u308c\u307e\u3059\u3002\u5b66\u7fd2\u30c7\u30fc\u30bf\u306e\u4e2d\u306b\u306f\u3001\u5165\u529b\u30c7\u30fc\u30bf\u3068\u3001\u305d\u308c\u306b\u5bfe\u3059\u308b\u3001\u671f\u5f85\u3055\u308c\u308b\u51fa\u529b\u30c7\u30fc\u30bf\u306e\u4e21\u65b9\u304c\u542b\u307e\u308c\u307e\u3059\u3002\u5b66\u7fd2\u30c7\u30fc\u30bf\u306e\u5165\u529b\u3068\u51fa\u529b\u30c7\u30fc\u30bf\u3092\u300c\u30b0\u30e9\u30a6\u30f3\u30c9\u30c8\u30a5\u30eb\u30fc\u30b9 (ground truth)\u300d\u3068\u547c\u3073\u307e\u3059\u3002\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306f\u3053\u306e\u30b0\u30e9\u30a6\u30f3\u30c9\u30c8\u30a5\u30eb\u30fc\u30b9\u306b\u57fa\u3065\u3044\u3066\u3001\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306a\u3069\u306e\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u3092\u7528\u3044\u3066\u3001\u9ad8\u7cbe\u5ea6\u306e\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u751f\u6210\u3057\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n<p>\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u63a2\u3059\u969b\u306b\u3001\u307e\u305a\u5fc3\u306b\u7559\u3081\u3066\u304a\u304f\u3079\u304d\u6307\u91dd\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<ul>\n<li>\u30c7\u30fc\u30bf\u306e\u6574\u7406\u306b\u81a8\u5927\u306a\u6642\u9593\u3092\u8cbb\u3084\u3057\u305f\u304f\u306a\u3044\u305f\u3081\u3001\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306f\u96d1\u7136\u3068\u3057\u3066\u3044\u3066\u306f\u306a\u3089\u306a\u3044\u3002<\/li>\n<li>\u884c\u3084\u5217\u304c\u5c11\u306a\u3081\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u307b\u3046\u304c\u4f5c\u696d\u304c\u3057\u3084\u3059\u3044\u3002<\/li>\n<li>\u305d\u306e\u30c7\u30fc\u30bf\u304b\u3089\u5177\u4f53\u7684\u306b\u4f55\u306e\u300c\u554f\u984c\u300d\u306e\u56de\u7b54\u3092\u671f\u5f85\u3057\u3066\u3044\u308b\u306e\u304b\u3001\u660e\u78ba\u306b\u3057\u306a\u3051\u308c\u3070\u306a\u3089\u306a\u3044\u3002<\/li>\n<\/ul>\n<\/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;\">\u6a5f\u68b0\u5b66\u7fd2\u7528\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u691c\u7d22\u3067\u304d\u308b\u30b5\u30a4\u30c8<\/h3><\/div><div class=\"fusion-text fusion-text-2\" style=\"--awb-margin-top:20px;\"><p><a href=\"https:\/\/www.kaggle.com\/\" target=\"_blank\" rel=\"noopener noreferrer\">Kaggle<\/a>: \u5916\u90e8\u304b\u3089\u6295\u7a3f\u3055\u308c\u305f\u69d8\u3005\u306a\u8208\u5473\u6df1\u3044\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u63d0\u4f9b\u3057\u3066\u3044\u308b\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u30fb\u30b5\u30a4\u30c8\u3002 \u7dcf\u5408\u30ea\u30b9\u30c8\u3067\u306f\u3001\u30e9\u30fc\u30e1\u30f3\u306e\u8a55\u4fa1 \u3001\u30d0\u30b9\u30b1\u30c3\u30c8\u30dc\u30fc\u30eb\u306e\u30c7\u30fc\u30bf\u3001\u7c73\u30b7\u30a2\u30c8\u30eb\u5e02\u306e\u30da\u30c3\u30c8\u514d\u8a31\u306a\u3069\u3001\u3042\u308a\u3068\u3042\u3089\u3086\u308b\u30cb\u30c3\u30c1\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u898b\u3064\u3051\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002<\/p>\n<p><a href=\"http:\/\/mlr.cs.umass.edu\/ml\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u30ab\u30ea\u30d5\u30a9\u30eb\u30cb\u30a2\u5927\u5b66\u30a2\u30fc\u30d0\u30a4\u30f3\u6821\u6a5f\u68b0\u5b66\u7fd2\u30ea\u30dd\u30b8\u30c8\u30ea<\/a>: \u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u4e0a\u3067\u6700\u3082\u6b74\u53f2\u3042\u308b\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u60c5\u5831\u6e90\u306e\u3072\u3068\u3064\u3067\u3001\u9762\u767d\u3044\u30c7\u30fc\u30bf\u3092\u63a2\u3057\u3066\u3044\u308b\u306a\u3089\u3001\u6700\u521d\u306b\u3042\u305f\u3063\u3066\u307f\u308b\u3079\u304d\u30b5\u30a4\u30c8\u3002\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u5927\u591a\u6570\u306f\u6574\u7406\u3055\u308c\u3066\u307e\u3059\u304c\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u63d0\u4f9b\u3057\u305f\u3082\u306e\u3067\u3042\u308b\u305f\u3081\u3001\u30c7\u30fc\u30bf\u304c\u6574\u7406\u3055\u308c\u3066\u3044\u308b\u3068\u3044\u3046\u4fdd\u8a3c\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u304c\u3001\u767b\u9332\u3057\u306a\u304f\u3066\u3082\u3001\u30b5\u30a4\u30c8\u304b\u3089\u76f4\u63a5\u30c7\u30fc\u30bf\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3067\u304d\u308b\u3002<\/p>\n<p><a href=\"https:\/\/www.nii.ac.jp\/dsc\/idr\/datalist.html\" target=\"_blank\" rel=\"noopener noreferrer\">\u56fd\u7acb\u60c5\u5831\u5b66\u7814\u7a76\u30c7\u30fc\u30bf\u30ea\u30dd\u30b8\u30c8\u30ea<\/a>: \u56fd\u7acb\u60c5\u5831\u5b66\u7814\u7a76\u6240\u304c\u60c5\u5831\u5b66\u95a2\u9023\u5206\u91ce\u306e\u7814\u7a76\u8005\u306b\u63d0\u4f9b\u3057\u3066\u3044\u308b\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u4e00\u89a7\u3067\u3059\u3002\u4e00\u90e8\uff0c\u6e96\u5099\u4e2d\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3082\u542b\u307e\u308c\u3066\u3044\u307e\u3059\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 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;\">\u6a5f\u68b0\u5b66\u7fd2\u306b\u4f7f\u3048\u308b\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u307e\u3068\u3081<\/h3><\/div><div class=\"fusion-text fusion-text-3\" style=\"--awb-margin-top:20px;\"><p>\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\u306b\u304a\u3044\u3066\u4e0d\u53ef\u6b20\u306a\u300c\u5b66\u7fd2\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u300d\u3092\u53d6\u308a\u4e0a\u3052\u307e\u3059\u3002\u4fdd\u5b58\u7248\u3068\u3057\u3066\u3001\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u3067\u516c\u958b\u3055\u308c\u3066\u3044\u308b\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u307e\u3068\u3081\u3066\u307f\u307e\u3057\u305f\u3002<\/p>\n<\/div><div class=\"fusion-title title fusion-title-4 fusion-sep-none fusion-title-text fusion-title-size-four\" 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;\"><h4 class=\"fusion-title-heading title-heading-left\" style=\"margin:0;\">\u653f\u5e9c\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8<\/h4><\/div><div class=\"fusion-text fusion-text-4\" style=\"--awb-margin-top:20px;\"><p>\u4eba\u53e3\u7d71\u8a08\u30c7\u30fc\u30bf\u306f\u3001\u91cd\u8981\u306a\u7d4c\u6e08\u7684\u610f\u601d\u6c7a\u5b9a\u306e\u57fa\u76e4\u3068\u3057\u3066\u653f\u5e9c\u3084\u793e\u4f1a\u3092\u3088\u308a\u826f\u3044\u3082\u306e\u306b\u3059\u308b\u529b\u3092\u5099\u3048\u3066\u3044\u307e\u3059\u3002\u4eba\u53e3\u7d71\u8a08\u30c7\u30fc\u30bf\u3092\u4f7f\u7528\u3057\u305f\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u3082\u540c\u69d8\u306b\u3001\u653f\u7b56\u7acb\u6848\u8005\u304c\u79fb\u6c11\u3084\u5c11\u5b50\u9ad8\u9f62\u5316\u306e\u554f\u984c\u306e\u52d5\u5411\u3092\u628a\u63e1\u3057\u3066\u6e96\u5099\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002<\/p>\n<p><a href=\"https:\/\/www.data.gov\/\" target=\"_blank\" rel=\"noopener noreferrer\">Data.gov<\/a>: \u69d8\u3005\u306a\u7c73\u56fd\u653f\u5e9c\u6a5f\u95a2\u306e\u30c7\u30fc\u30bf\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3067\u304d\u308b\u30b5\u30a4\u30c8\u3002\u653f\u5e9c\u4e88\u7b97\u304b\u3089\u5b66\u696d\u6210\u7e3e\u30b9\u30b3\u30a2\u306b\u81f3\u308b\u307e\u3067\u3001\u30c7\u30fc\u30bf\u306f\u591a\u69d8\u3002\u305f\u3060\u3057\u3001\u591a\u304f\u306e\u30c7\u30fc\u30bf\u306f\u3055\u3089\u306a\u308b\u30ea\u30b5\u30fc\u30c1\u3092\u8981\u3059\u308b\u3002<\/p>\n<p><a href=\"https:\/\/www.data.go.jp\/\" target=\"_blank\" rel=\"noopener noreferrer\">DATA GO JP<\/a>: \u65e5\u672c\u653f\u5e9c\u306e\u30c7\u30fc\u30bf\u30ab\u30bf\u30ed\u30b0\u30b5\u30a4\u30c8\u3002\u65e5\u672c\u653f\u5e9c\u306f\u3001\u516c\u5171\u30c7\u30fc\u30bf\u3092\u5e83\u304f\u516c\u958b\u3059\u308b\u3053\u3068\u306b\u3088\u308a\u3001\u56fd\u6c11\u751f\u6d3b\u306e\u5411\u4e0a\u3001\u4f01\u696d\u6d3b\u52d5\u306e\u6d3b\u6027\u5316\u7b49\u3092\u901a\u3058\u3001\u6211\u304c\u56fd\u306e\u793e\u4f1a\u7d4c\u6e08\u306e\u767a\u5c55\u306b\u5bc4\u4e0e\u3059\u308b\u89b3\u70b9\u304b\u3089\u3001\u6a5f\u68b0\u5224\u8aad\u306b\u9069\u3057\u305f\u30c7\u30fc\u30bf\u5f62\u5f0f\u3092\u3001\u55b6\u5229\u76ee\u7684\u3082\u542b\u3081\u305f\u4e8c\u6b21\u5229\u7528\u304c\u53ef\u80fd\u306a\u5229\u7528\u30eb\u30fc\u30eb\u3067\u516c\u958b\u3059\u308b\u300c\u30aa\u30fc\u30d7\u30f3\u30c7\u30fc\u30bf\u300d\u306e\u53d6\u7d44\u3092\u63a8\u9032\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u30a6\u30a7\u30d6\u30b5\u30a4\u30c8\u306f\u3001\u4e8c\u6b21\u5229\u7528\u304c\u53ef\u80fd\u306a\u516c\u5171\u30c7\u30fc\u30bf\u306e\u6848\u5185\u30fb\u6a2a\u65ad\u7684\u691c\u7d22\u3092\u76ee\u7684\u3068\u3057\u305f\u30aa\u30fc\u30d7\u30f3\u30c7\u30fc\u30bf\u306e\u300c\u30c7\u30fc\u30bf\u30ab\u30bf\u30ed\u30b0\u30b5\u30a4\u30c8\u300d\u3067\u3059\u3002\u306e\u7a40\u7269\u304c\u7c73\u56fd\u306e\u5eb6\u6c11\u306e\u98df\u751f\u6d3b\u3092\u3069\u3046\u5f71\u97ff\u3057\u3066\u3044\u308b\u304b\u5206\u6790\u3059\u308b\u305f\u3081\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3002<\/p>\n<p><a href=\"https:\/\/catalog.data.gov\/dataset\/annual-survey-of-school-system-finances\" target=\"_blank\" rel=\"noopener noreferrer\">\u5b66\u6821\u5236\u5ea6\u306e\u8ca1\u653f<\/a>: \u7c73\u56fd\u306e\u5b66\u6821\u5236\u5ea6\u306e\u8ca1\u653f\u306e\u8abf\u67fb\u3002<\/p>\n<p><a href=\"https:\/\/catalog.data.gov\/dataset\/demographic-trends-1970-2010-for-coastal-geographies\" target=\"_blank\" rel=\"noopener noreferrer\">\u6d77\u5cb8\u5730\u5f62\u306e\u4eba\u53e3\u7d71\u8a08\u30c8\u30ec\u30f3\u30c9 (1970\u301c2010\u5e74)<\/a>: \u56fd\u52e2\u8abf\u67fb\u30d6\u30ed\u30c3\u30af\u7fa4\u304b\u3089\u5f97\u3089\u308c\u305f13\u306e\u6d77\u5cb8\u5730\u5f62\u306b\u3064\u3044\u3066\u306e\u30c7\u30fc\u30bf\u3002<\/p>\n<p><a href=\"https:\/\/www.ukdataservice.ac.uk\/\" target=\"_blank\" rel=\"noopener noreferrer\">UK\u30c7\u30fc\u30bf\u30b5\u30fc\u30d3\u30b9<\/a>: \u82f1\u56fd\u6700\u5927\u306e\u793e\u4f1a\u3001\u7d4c\u6e08\u3001\u4eba\u53e3\u7d71\u8a08\u306e\u30c7\u30fc\u30bf\u96c6\u3002<\/p>\n<p><a href=\"http:\/\/datausa.io\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u30c7\u30fc\u30bfUSA<\/a>: \u7c73\u56fd\u306e\u516c\u5171\u30c7\u30fc\u30bf\u3092\u7dcf\u5408\u7684\u306b\u8996\u899a\u5316\u3002<\/p>\n<\/div><div class=\"fusion-title title fusion-title-5 fusion-sep-none fusion-title-text fusion-title-size-four\" 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;\"><h4 class=\"fusion-title-heading title-heading-left\" style=\"margin:0;\">\u91d1\u878d\u30fb\u7d4c\u6e08\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8<\/h4><\/div><div class=\"fusion-text fusion-text-5\" style=\"--awb-margin-top:20px;\"><p>\u91d1\u878d\u671f\u9593\u3067\u306f\u4f55\u5341\u5e74\u3082\u524d\u304b\u3089\u5b9a\u91cf\u7684\u306a\u8a18\u9332\u304c\u3042\u308b\u306e\u3067\u3001\u6a5f\u68b0\u5b66\u7fd2\u306e\u5fdc\u7528\u306b\u9069\u3057\u3066\u3044\u308b\u5206\u91ce\u3067\u3059\u3002\u30b7\u30b9\u30c6\u30e0\u30c8\u30ec\u30fc\u30c9\u3001\u682a\u4fa1\u4e88\u60f3\u3001\u4e0d\u6b63\u691c\u51fa\u306a\u3069\u306e\u5206\u91ce\u3067\u3001\u6a5f\u68b0\u5b66\u7fd2\u306f\u91d1\u878d\u696d\u754c\u306b\u9769\u547d\u3092\u3082\u305f\u3089\u3057\u3066\u3044\u307e\u3059\u3002\u7d4c\u6e08\u306b\u304a\u3044\u3066\u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\u306f\u7d4c\u6e08\u30e2\u30c7\u30eb\u3092\u30c6\u30b9\u30c8\u3057\u305f\u308a\u3001\u653f\u7b56\u7acb\u6848\u8005\u304c\u5e02\u6c11\u306e\u884c\u52d5\u3092\u4e88\u6e2c\u3057\u305f\u308a\u3059\u308b\u306e\u306b\u4f7f\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n<p><a href=\"https:\/\/www.quandl.com\/\" target=\"_blank\" rel=\"noopener noreferrer\">Quandl<\/a>: \u7d4c\u6e08\u30fb\u91d1\u878d\u306e\u30c7\u30fc\u30bf\u8cc7\u6e90\u3002\u7d4c\u6e08\u6307\u6a19\u3084\u682a\u4fa1\u306e\u4e88\u60f3\u306b\u4f7f\u7528\u3059\u308b\u30e2\u30c7\u30eb\u306e\u69cb\u7bc9\u306b\u5f79\u7acb\u3064\u3002<\/p>\n<p><a href=\"https:\/\/data.worldbank.org\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u4e16\u754c\u9280\u884c\u30aa\u30fc\u30d7\u30f3\u30c7\u30fc\u30bf<\/a>: \u5168\u4e16\u754c\u306e\u4eba\u53e3\u52d5\u614b\u3068\u591a\u6570\u306e\u7d4c\u6e08\u6307\u6a19\u30fb\u958b\u767a\u6307\u6a19\u3092\u7db2\u7f85\u3057\u305f\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3002<\/p>\n<p><a href=\"https:\/\/www.imf.org\/en\/Data\" target=\"_blank\" rel=\"noopener noreferrer\">IMF\u30c7\u30fc\u30bf<\/a>: \u56fd\u969b\u901a\u8ca8\u57fa\u91d1\u306e\u767a\u8868\u306b\u3088\u308b\u3001\u56fd\u969b\u91d1\u878d\u3001\u91d1\u5229\u3001\u5916\u8ca8\u6e96\u5099\u91d1\u3001\u5546\u54c1\u4fa1\u683c\u3001\u6295\u8cc7\u306a\u3069\u306e\u30c7\u30fc\u30bf\u3002<\/p>\n<p><a href=\"https:\/\/markets.ft.com\/data\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u30d5\u30a3\u30ca\u30f3\u30b7\u30e3\u30eb\u30fb\u30bf\u30a4\u30e0\u30ba\u5e02\u5834\u30c7\u30fc\u30bf<\/a>: \u682a\u4fa1\u6307\u6a19\u3001\u5546\u54c1\u3001\u5916\u56fd\u70ba\u66ff\u306a\u3069\u3001\u4e16\u754c\u306e\u91d1\u878d\u5e02\u5834\u306e\u6700\u65b0\u60c5\u5831\u3002<\/p>\n<p><a href=\"http:\/\/www.google.com\/trends?q=google&amp;ctab=0&amp;geo=all&amp;date=all&amp;sort=0\" target=\"_blank\" rel=\"noopener noreferrer\">Google\u30c8\u30ec\u30f3\u30c9:\u00a0<\/a>\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u691c\u7d22\u3068\u4e16\u754c\u4e2d\u306e\u30c8\u30ec\u30f3\u30c9\u30cb\u30e5\u30fc\u30b9\u306b\u95a2\u3059\u308b\u30c7\u30fc\u30bf\u691c\u8a3c\u3068\u5206\u6790\u3002<\/p>\n<p><a href=\"https:\/\/www.aeaweb.org\/resources\/data\/us-macro-regional\" target=\"_blank\" rel=\"noopener noreferrer\">\u7c73\u56fd\u7d4c\u6e08\u5b66\u4f1a<\/a>: \u7c73\u56fd\u30de\u30af\u30ed\u7d4c\u6e08\u306e\u512a\u308c\u305f\u30c7\u30fc\u30bf\u8cc7\u6e90\u3002<\/p>\n<\/div><div class=\"fusion-title title fusion-title-6 fusion-sep-none fusion-title-text fusion-title-size-four\" 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;\"><h4 class=\"fusion-title-heading title-heading-left\" style=\"margin:0;\">\u753b\u50cf\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8<\/h4><\/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=\"1368\" height=\"632\" title=\"intro-types-image-annotation-1\" src=\"https:\/\/i0.wp.com\/transynk.co.jp\/wp-content\/uploads\/2024\/03\/intro-types-image-annotation-1.jpg?fit=1368%2C632&ssl=1\" data-orig-src=\"https:\/\/transynk.co.jp\/wp-content\/uploads\/2024\/03\/intro-types-image-annotation-1.jpg\" alt class=\"lazyload img-responsive wp-image-5434\" srcset=\"data:image\/svg+xml,%3Csvg%20xmlns%3D%27http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%27%20width%3D%271368%27%20height%3D%27632%27%20viewBox%3D%270%200%201368%20632%27%3E%3Crect%20width%3D%271368%27%20height%3D%27632%27%20fill-opacity%3D%220%22%2F%3E%3C%2Fsvg%3E\" data-srcset=\"https:\/\/i0.wp.com\/transynk.co.jp\/wp-content\/uploads\/2024\/03\/intro-types-image-annotation-1.jpg?resize=200%2C92&amp;ssl=1 200w, https:\/\/i0.wp.com\/transynk.co.jp\/wp-content\/uploads\/2024\/03\/intro-types-image-annotation-1.jpg?resize=300%2C139&amp;ssl=1 300w, https:\/\/i0.wp.com\/transynk.co.jp\/wp-content\/uploads\/2024\/03\/intro-types-image-annotation-1.jpg?resize=400%2C185&amp;ssl=1 400w, https:\/\/i0.wp.com\/transynk.co.jp\/wp-content\/uploads\/2024\/03\/intro-types-image-annotation-1.jpg?resize=600%2C277&amp;ssl=1 600w, https:\/\/i0.wp.com\/transynk.co.jp\/wp-content\/uploads\/2024\/03\/intro-types-image-annotation-1.jpg?resize=768%2C355&amp;ssl=1 768w, https:\/\/i0.wp.com\/transynk.co.jp\/wp-content\/uploads\/2024\/03\/intro-types-image-annotation-1.jpg?resize=800%2C370&amp;ssl=1 800w, https:\/\/i0.wp.com\/transynk.co.jp\/wp-content\/uploads\/2024\/03\/intro-types-image-annotation-1.jpg?resize=1024%2C473&amp;ssl=1 1024w, https:\/\/i0.wp.com\/transynk.co.jp\/wp-content\/uploads\/2024\/03\/intro-types-image-annotation-1.jpg?resize=1200%2C554&amp;ssl=1 1200w, https:\/\/i0.wp.com\/transynk.co.jp\/wp-content\/uploads\/2024\/03\/intro-types-image-annotation-1.jpg?w=1368&amp;ssl=1 1368w\" data-sizes=\"auto\" data-orig-sizes=\"(max-width: 850px) 100vw, 1368px\" \/><\/span><\/div><div class=\"fusion-text fusion-text-6\" style=\"--awb-margin-top:20px;\"><p>\u753b\u50cf\u306e\u5b66\u7fd2\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306f\u3001\u4ed8\u4e0e\u3055\u308c\u3066\u3044\u308b\u30a2\u30ce\u30c6\u30fc\u30b7\u30e7\u30f3\u306e\u7a2e\u985e\u306b\u3088\u3063\u3066\u306f\u5e45\u5e83\u3044\u30e2\u30c7\u30eb\u306e\u5b66\u7fd2\u30c7\u30fc\u30bf\u3068\u3057\u3066\u4f7f\u308f\u308c\u307e\u3059: \u753b\u50cf\u8a8d\u8b58\u3001\u7269\u4f53\u691c\u51fa\u3001\u9854\u8a8d\u8a3c\u3001\u81ea\u52d5\u904b\u8ee2\u3001\u306a\u3069\u3002<\/p>\n<p><a href=\"http:\/\/labelme.csail.mit.edu\/Release3.0\/browserTools\/php\/dataset.php\" target=\"_blank\" rel=\"noopener noreferrer\">Labelme<\/a>: \u30a2\u30ce\u30c6\u30fc\u30b7\u30e7\u30f3\u4ed8\u304d\u753b\u50cf\u306e\u5de8\u5927\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3002<\/p>\n<p><a href=\"http:\/\/image-net.org\/\" target=\"_blank\" rel=\"noopener noreferrer\">ImageNet<\/a>: \u65b0\u305f\u306a\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306b\u4f7f\u7528\u3059\u308b\u30c7\u30d5\u30a1\u30af\u30c8\u306e\u753b\u50cf\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3002WordNet\u306e\u968e\u5c64\u306b\u5f93\u3063\u3066\u6574\u7406\u3055\u308c\u3066\u304a\u308a\u3001\u968e\u5c64\u306e\u5404\u30ce\u30fc\u30c9\u306f\u6570\u767e\u3001\u6570\u5343\u306e\u753b\u50cf\u306b\u3088\u3063\u3066\u8868\u3055\u308c\u3066\u3044\u308b\u3002<\/p>\n<p><a href=\"http:\/\/lsun.cs.princeton.edu\/2016\/\" target=\"_blank\" rel=\"noopener noreferrer\">LSUN<\/a>: \u591a\u304f\u306e\u88dc\u52a9\u30bf\u30b9\u30af\uff08\u90e8\u5c4b\u306e\u30ec\u30a4\u30a2\u30a6\u30c8\u63a8\u5b9a\u3084\u9855\u8457\u6027\u4e88\u6e2c\u306a\u3069\uff09\u306e\u3042\u308b\u30b7\u30fc\u30f3\u7406\u89e3\u3002<\/p>\n<p><a href=\"http:\/\/mscoco.org\/\" target=\"_blank\" rel=\"noopener noreferrer\">MS COCO<\/a>: \u4e00\u822c\u7684\u753b\u50cf\u7406\u89e3\u3068\u30ad\u30e3\u30d7\u30b7\u30e7\u30f3\u751f\u6210\u3002<\/p>\n<p><a href=\"http:\/\/www1.cs.columbia.edu\/CAVE\/software\/softlib\/coil-100.php\" target=\"_blank\" rel=\"noopener noreferrer\">COIL100\u00a0<\/a>: 100\u500b\u306e\u7570\u306a\u308b\u7269\u4f53\u3092360\u5ea6\u3059\u3079\u3066\u306e\u89d2\u5ea6\u3067\u6620\u3057\u305f\u753b\u50cf\u3002<\/p>\n<p><a href=\"http:\/\/visualgenome.org\/\" target=\"_blank\" rel=\"noopener noreferrer\">Visual Genome<\/a>: \u8996\u899a\u306b\u95a2\u3059\u308b\u6975\u3081\u3066\u8a73\u7d30\u306a\u77e5\u8b58\u3092\u5f97\u3089\u308c\u308b\u30b5\u30a4\u30c8\u3067\u300110\u4e07\u679a\u307e\u3067\u306e\u753b\u50cf\u3092\u30ad\u30e3\u30d7\u30b7\u30e7\u30f3\u751f\u6210\u3057\u3066\u3044\u308b\u3002<\/p>\n<p><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\u306e\u4e0b\u3067\u300c6,000\u8d85\u306b\u53ca\u3076\u30ab\u30c6\u30b4\u30ea\u30fc\u306e\u30e9\u30d9\u30eb\u4ed8\u3051\u3092\u65bd\u3057\u305f\u300d\u753b\u50cf\u306e900\u4e07\u306eURL\u96c6\u3002<\/p>\n<p><a href=\"http:\/\/vis-www.cs.umass.edu\/lfw\/\" target=\"_blank\" rel=\"noopener noreferrer\">Labelled Faces in the Wild<\/a>: \u9854\u8a8d\u8b58\u95a2\u9023\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u958b\u767a\u3078\u306e\u4f7f\u7528\u3092\u76ee\u7684\u306b\u53ce\u96c6\u3055\u308c\u305f\u3001\u4eba\u306e\u9854\u306e\u30e9\u30d9\u30eb\u4ed8\u3051\u3057\u305f\u753b\u50cf13,000\u679a\u3002<\/p>\n<p><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:\u00a0<\/a>20,580\u679a\u306e\u753b\u50cf\u3068120\u7a2e\u306e\u72ac\u7a2e\u30ab\u30c6\u30b4\u30ea\u30fc\u304b\u3089\u6210\u308b\u3002<\/p>\n<p><a href=\"http:\/\/web.mit.edu\/torralba\/www\/indoor.html\" target=\"_blank\" rel=\"noopener noreferrer\">\u5ba4\u5185\u30b7\u30fc\u30f3\u8a8d\u8b58<\/a>: \u307b\u3068\u3093\u3069\u306e\u30b7\u30fc\u30f3\u8a8d\u8b58\u30e2\u30c7\u30eb\u306f\u300c\u5c4b\u5916\u300d\u306e\u307b\u3046\u304c\u512a\u308c\u3066\u3044\u308b\u305f\u3081\u3001\u5229\u7528\u4fa1\u5024\u306e\u3042\u308b\u6975\u3081\u3066\u7279\u6b8a\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u300267\u306e\u5c4b\u5185\u30ab\u30c6\u30b4\u30ea\u30fc\u3068\u3001\u5408\u8a0815,620\u679a\u306e\u753b\u50cf\u304b\u3089\u6210\u308b\u3002<\/p>\n<\/div><div class=\"fusion-title title fusion-title-7 fusion-sep-none fusion-title-text fusion-title-size-four\" 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;\"><h4 class=\"fusion-title-heading title-heading-left\" style=\"margin:0;\">\u611f\u60c5\u5206\u6790\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8<\/h4><\/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-2 hover-type-none\"><img decoding=\"async\" width=\"1368\" height=\"632\" title=\"ai-terms_sentiment-analysis\" src=\"https:\/\/i0.wp.com\/transynk.co.jp\/wp-content\/uploads\/2024\/03\/ai-terms_sentiment-analysis.jpg?fit=1368%2C632&ssl=1\" data-orig-src=\"https:\/\/transynk.co.jp\/wp-content\/uploads\/2024\/03\/ai-terms_sentiment-analysis.jpg\" alt class=\"lazyload img-responsive wp-image-5431\" srcset=\"data:image\/svg+xml,%3Csvg%20xmlns%3D%27http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%27%20width%3D%271368%27%20height%3D%27632%27%20viewBox%3D%270%200%201368%20632%27%3E%3Crect%20width%3D%271368%27%20height%3D%27632%27%20fill-opacity%3D%220%22%2F%3E%3C%2Fsvg%3E\" data-srcset=\"https:\/\/i0.wp.com\/transynk.co.jp\/wp-content\/uploads\/2024\/03\/ai-terms_sentiment-analysis.jpg?resize=200%2C92&amp;ssl=1 200w, https:\/\/i0.wp.com\/transynk.co.jp\/wp-content\/uploads\/2024\/03\/ai-terms_sentiment-analysis.jpg?resize=300%2C139&amp;ssl=1 300w, https:\/\/i0.wp.com\/transynk.co.jp\/wp-content\/uploads\/2024\/03\/ai-terms_sentiment-analysis.jpg?resize=400%2C185&amp;ssl=1 400w, https:\/\/i0.wp.com\/transynk.co.jp\/wp-content\/uploads\/2024\/03\/ai-terms_sentiment-analysis.jpg?resize=600%2C277&amp;ssl=1 600w, https:\/\/i0.wp.com\/transynk.co.jp\/wp-content\/uploads\/2024\/03\/ai-terms_sentiment-analysis.jpg?resize=768%2C355&amp;ssl=1 768w, https:\/\/i0.wp.com\/transynk.co.jp\/wp-content\/uploads\/2024\/03\/ai-terms_sentiment-analysis.jpg?resize=800%2C370&amp;ssl=1 800w, https:\/\/i0.wp.com\/transynk.co.jp\/wp-content\/uploads\/2024\/03\/ai-terms_sentiment-analysis.jpg?resize=1024%2C473&amp;ssl=1 1024w, https:\/\/i0.wp.com\/transynk.co.jp\/wp-content\/uploads\/2024\/03\/ai-terms_sentiment-analysis.jpg?resize=1200%2C554&amp;ssl=1 1200w, https:\/\/i0.wp.com\/transynk.co.jp\/wp-content\/uploads\/2024\/03\/ai-terms_sentiment-analysis.jpg?w=1368&amp;ssl=1 1368w\" data-sizes=\"auto\" data-orig-sizes=\"(max-width: 850px) 100vw, 1368px\" \/><\/span><\/div><div class=\"fusion-text fusion-text-7\" style=\"--awb-margin-top:20px;\"><p>\u611f\u60c5\u5206\u6790\u306f\u30a4\u30d9\u30f3\u30c8\u3084\u88fd\u54c1\u306b\u5bfe\u3059\u308b\u4e16\u9593\u306e\u610f\u898b\u3092\u6e2c\u308b\u306e\u306b\u3001\u30d3\u30b8\u30cd\u30b9\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002\u9867\u5ba2\u306fTwitter\u3067\u300c\u30cd\u30ac\u30c6\u30a3\u30d6\u300d\u306a\u4e0d\u6e80\u306e\u611a\u75f4\u3092\u3053\u307c\u3057\u305f\u308a\u3001\u30a2\u30de\u30be\u30f3\u306b\u53e3\u30b3\u30df\u3092\u6295\u7a3f\u3057\u305f\u308a\u3001\u30dd\u30b8\u30c6\u30a3\u30d6\u306a\u611f\u60c5\u3068\u30cd\u30ac\u30c6\u30a3\u30d6\u306a\u611f\u60c5\u306e\u4e21\u65b9\u3092\u30bd\u30fc\u30b7\u30e3\u30eb\u30e1\u30c7\u30a3\u30a2\u3067\u8868\u73fe\u3057\u307e\u3059\u3002\u611f\u60c5\u5206\u6790\u306f\u305d\u3046\u3057\u305f\u30c7\u30fc\u30bf\u306e\u6ce2\u3092\u304b\u304d\u5206\u3051\u306a\u304c\u3089\u3001\u4eba\u3005\u304c\u5b9f\u969b\u306b\u4f55\u3092\u8003\u3048\u3066\u3044\u308b\u306e\u304b\u3092\u7a81\u304d\u6b62\u3081\u308b\u3001\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u306b\u306f\u7279\u306b\u4fbf\u5229\u306a\u30c4\u30fc\u30eb\u3067\u3059\u3002<\/p>\n<p><a href=\"http:\/\/www.cs.jhu.edu\/~mdredze\/datasets\/sentiment\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u30de\u30eb\u30c1\u30c9\u30e1\u30a4\u30f3\u611f\u60c5\u5206\u6790\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8<\/a>: \u30a2\u30de\u30be\u30f3\u306e\u5546\u54c1\u30ec\u30d3\u30e5\u30fc\u306b\u7684\u3092\u7d5e\u3063\u305f\u3084\u3084\u53e4\u3044\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3002<\/p>\n<p><a href=\"http:\/\/ai.stanford.edu\/~amaas\/data\/sentiment\/\" target=\"_blank\" rel=\"noopener noreferrer\">IMDB \u30ec\u30d3\u30e5\u30fc<\/a>: \u30bb\u30f3\u30c1\u30e1\u30f3\u30c8\u306e2\u9805\u5206\u985e\u306e\u305f\u3081\u306e\u3001\u3084\u3084\u53e4\u3044\u6bd4\u8f03\u7684\u5c0f\u3055\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3067\u300125,000\u306e\u6620\u753b\u30ec\u30d3\u30e5\u30fc\u304c\u5b58\u5728\u3059\u308b\u3002<\/p>\n<p><a href=\"http:\/\/nlp.stanford.edu\/sentiment\/code.html\" target=\"_blank\" rel=\"noopener noreferrer\">\u30b9\u30bf\u30f3\u30d5\u30a9\u30fc\u30c9\u30fb\u611f\u60c5\u30c4\u30ea\u30fc\u30d0\u30f3\u30af<\/a>: \u611f\u60c5\u306e\u30a2\u30ce\u30c6\u30fc\u30b7\u30e7\u30f3\u3092\u4ed8\u3057\u305f\u611f\u60c5\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3002<\/p>\n<p><a href=\"http:\/\/help.sentiment140.com\/for-students\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u30bb\u30f3\u30c1\u30e1\u30f3\u30c8140<\/a>: \u9854\u6587\u5b57\u3092\u53d6\u308a\u9664\u3044\u305f16\u4e07\u306e\u30c4\u30a4\u30fc\u30c8\u3092\u4f7f\u7528\u3057\u305f\u4eba\u6c17\u306e\u9ad8\u3044\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3002<\/p>\n<p><a href=\"https:\/\/www.kaggle.com\/crowdflower\/twitter-airline-sentiment\" target=\"_blank\" rel=\"noopener noreferrer\">\u30c4\u30a4\u30c3\u30bf\u30fc\u7c73\u822a\u7a7a\u4f1a\u793e\u30bb\u30f3\u30c1\u30e1\u30f3\u30c8<\/a>: \u30dd\u30b8\u30c6\u30a3\u30d6\u3001\u30cd\u30ac\u30c6\u30a3\u30d6\u3001\u30cb\u30e5\u30fc\u30c8\u30e9\u30eb\u3067\u5206\u985e\u3057\u305f\u30012015\u5e742\u6708\u4ee5\u964d\u306e\u7c73\u56fd\u822a\u7a7a\u4f1a\u793e\u306b\u95a2\u3059\u308b\u30c4\u30a4\u30c3\u30bf\u30fc\u306e\u30c7\u30fc\u30bf\u3002<\/p>\n<\/div><div class=\"fusion-title title fusion-title-8 fusion-sep-none fusion-title-text fusion-title-size-four\" 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;\"><h4 class=\"fusion-title-heading title-heading-left\" style=\"margin:0;\">\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8<\/h4><\/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-3 hover-type-none\"><img decoding=\"async\" width=\"1368\" height=\"632\" title=\"essential-guide-entity-extraction\" src=\"https:\/\/i0.wp.com\/transynk.co.jp\/wp-content\/uploads\/2024\/03\/essential-guide-entity-extraction.png?fit=1368%2C632&ssl=1\" data-orig-src=\"https:\/\/transynk.co.jp\/wp-content\/uploads\/2024\/03\/essential-guide-entity-extraction.png\" alt class=\"lazyload img-responsive wp-image-5432\" srcset=\"data:image\/svg+xml,%3Csvg%20xmlns%3D%27http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%27%20width%3D%271368%27%20height%3D%27632%27%20viewBox%3D%270%200%201368%20632%27%3E%3Crect%20width%3D%271368%27%20height%3D%27632%27%20fill-opacity%3D%220%22%2F%3E%3C%2Fsvg%3E\" data-srcset=\"https:\/\/i0.wp.com\/transynk.co.jp\/wp-content\/uploads\/2024\/03\/essential-guide-entity-extraction.png?resize=200%2C92&amp;ssl=1 200w, https:\/\/i0.wp.com\/transynk.co.jp\/wp-content\/uploads\/2024\/03\/essential-guide-entity-extraction.png?resize=300%2C139&amp;ssl=1 300w, https:\/\/i0.wp.com\/transynk.co.jp\/wp-content\/uploads\/2024\/03\/essential-guide-entity-extraction.png?resize=400%2C185&amp;ssl=1 400w, https:\/\/i0.wp.com\/transynk.co.jp\/wp-content\/uploads\/2024\/03\/essential-guide-entity-extraction.png?resize=600%2C277&amp;ssl=1 600w, https:\/\/i0.wp.com\/transynk.co.jp\/wp-content\/uploads\/2024\/03\/essential-guide-entity-extraction.png?resize=768%2C355&amp;ssl=1 768w, https:\/\/i0.wp.com\/transynk.co.jp\/wp-content\/uploads\/2024\/03\/essential-guide-entity-extraction.png?resize=800%2C370&amp;ssl=1 800w, https:\/\/i0.wp.com\/transynk.co.jp\/wp-content\/uploads\/2024\/03\/essential-guide-entity-extraction.png?resize=1024%2C473&amp;ssl=1 1024w, https:\/\/i0.wp.com\/transynk.co.jp\/wp-content\/uploads\/2024\/03\/essential-guide-entity-extraction.png?resize=1200%2C554&amp;ssl=1 1200w, https:\/\/i0.wp.com\/transynk.co.jp\/wp-content\/uploads\/2024\/03\/essential-guide-entity-extraction.png?w=1368&amp;ssl=1 1368w\" data-sizes=\"auto\" data-orig-sizes=\"(max-width: 850px) 100vw, 1368px\" \/><\/span><\/div><div class=\"fusion-text fusion-text-8\" style=\"--awb-margin-top:20px;\"><p>\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u3068\u306f\u3001\u8a71\u3057\u304b\u3051\u3089\u308c\u305f\u8a00\u8449\u306b\u6c17\u4ed8\u304d\u3001\u610f\u5473\u3092\u7406\u89e3\u3057\u3001\u9069\u5207\u306a\u884c\u52d5\u3092\u6c7a\u5b9a\u3057\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u7406\u89e3\u3067\u304d\u308b\u8a00\u8a9e\u3067\u53cd\u5fdc\u3059\u308b\u6a5f\u68b0\u306e\u80fd\u529b\u306e\u7dcf\u79f0\u3067\u3059\u3002\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306f\u3001\u6a5f\u68b0\u7ffb\u8a33\u3084\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306a\u3069\u306e\u958b\u767a\u306b\u4f7f\u308f\u308c\u307e\u3059\u3002<\/p>\n<p><a href=\"https:\/\/www.cs.cmu.edu\/~.\/enron\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u30a8\u30f3\u30ed\u30f3\u30fb\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8<\/a>: \u30a8\u30f3\u30ed\u30f3\u793e\u7ba1\u7406\u8077\u306e\u96fb\u5b50\u30e1\u30fc\u30eb\u306e\u30c7\u30fc\u30bf\u3002\u30d5\u30a9\u30eb\u30c0\u30fc\u306b\u6574\u7406\u3055\u308c\u3066\u3044\u308b\u3002<\/p>\n<p><a href=\"http:\/\/aozora-word.hahasoha.net\/index.html\" target=\"_blank\" rel=\"noopener noreferrer\">\u9752\u7a7a\u6587\u5eab\u5f62\u614b\u7d20\u89e3\u6790\u30c7\u30fc\u30bf\u96c6<\/a>: \u9752\u7a7a\u6587\u5eab\u306b\u53ce\u9332\u3055\u308c\u3066\u3044\u308b\u4f5c\u54c1\u306b\u5bfe\u3057\u5f62\u614b\u7d20\u89e3\u6790\u3092\u884c\u3063\u305f\u30c7\u30fc\u30bf\u3002CC\u30e9\u30a4\u30bb\u30f3\u30b9\u3067\u3001\u5546\u7528\u5229\u7528\u3082\u53ef\u80fd\u3002\u5bfe\u8c61\u306e\u4f5c\u54c1\u306f2012\/12\u6642\u70b9\u3067\u516c\u958b\u3055\u308c\u3066\u304a\u308a\u3001\u8457\u4f5c\u6a29\u30d5\u30e9\u30b0\u306e\u306a\u304411,176\u4f5c\u54c1\u3002<\/p>\n<p><a href=\"https:\/\/snap.stanford.edu\/data\/web-Amazon.html\" target=\"_blank\" rel=\"noopener noreferrer\">\u30a2\u30de\u30be\u30f3\u30fb\u30ec\u30d3\u30e5\u30fc<\/a>: 18\u5e74\u306b\u308f\u305f\u308b\u30a2\u30de\u30be\u30f3\u306e\u304a\u3088\u305d3500\u4e07\u306e\u30ec\u30d3\u30e5\u30fc\u304b\u3089\u6210\u308b\u3002\u30c7\u30fc\u30bf\u306b\u306f\u3001\u88fd\u54c1\u53ca\u3073\u30e6\u30fc\u30b6\u30fc\u60c5\u5831\u3001\u8a55\u4fa1\u3001\u30d7\u30ec\u30fc\u30f3\u30c6\u30ad\u30b9\u30c8\u306e\u30ec\u30d3\u30e5\u30fc\u304c\u542b\u307e\u308c\u308b\u3002<\/p>\n<p><a href=\"https:\/\/aws.amazon.com\/datasets\/google-books-ngrams\/\" target=\"_blank\" rel=\"noopener noreferrer\">Google\u30d6\u30c3\u30af\u30b9Ngrams<\/a>: Google\u30d6\u30c3\u30af\u30b9\u306e\u5358\u8a9e\u306e\u30b3\u30ec\u30af\u30b7\u30e7\u30f3\u3002<\/p>\n<p><a href=\"http:\/\/u.cs.biu.ac.il\/~koppel\/BlogCorpus.htm\" target=\"_blank\" rel=\"noopener noreferrer\">Blogger\u30b3\u30fc\u30d1\u30b9<\/a>: blogger.com\u304b\u3089\u53ce\u96c6\u3055\u308c\u305f681,288\u306e\u30d6\u30ed\u30b0\u8a18\u4e8b\u306e\u30b3\u30ec\u30af\u30b7\u30e7\u30f3\u3002\u5404\u30d6\u30ed\u30b0\u306b\u306f\u6700\u4f4e\u3067\u3082200\u306e\u4e00\u822c\u7684\u82f1\u5358\u8a9e\u306e\u4f7f\u7528\u304c\u542b\u307e\u308c\u3066\u3044\u308b\u3002<\/p>\n<p><a href=\"https:\/\/code.google.com\/p\/wiki-links\/downloads\/list\" target=\"_blank\" rel=\"noopener noreferrer\">\u30a6\u30a3\u30ad\u30da\u30c7\u30a3\u30a2\u30fb\u30ea\u30f3\u30af\u30fb\u30c7\u30fc\u30bf<\/a>: \u30a6\u30a3\u30ad\u30da\u30c7\u30a3\u30a2\u306e\u30c6\u30ad\u30b9\u30c8\u5168\u6587\u3002400\u4e07\u4ee5\u4e0a\u306e\u8a18\u4e8b\u306e\u7d0419\u5104\u8a9e\u304b\u3089\u6210\u308b\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3002\u5358\u8a9e\u3084\u30d5\u30ec\u30fc\u30ba\u3001\u30d1\u30e9\u30b0\u30e9\u30d5\u306e\u4e00\u90e8\u5206\u3067\u691c\u7d22\u3067\u304d\u308b\u3002<\/p>\n<p><a href=\"http:\/\/www.gutenberg.org\/wiki\/Gutenberg:Offline_Catalogs\" target=\"_blank\" rel=\"noopener noreferrer\">\u30b0\u30fc\u30c6\u30f3\u30d9\u30eb\u30af\u96fb\u5b50\u66f8\u7c4d\u30ea\u30b9\u30c8<\/a>: \u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u30fb\u30b0\u30fc\u30c6\u30f3\u30d9\u30eb\u30af\u306e\u96fb\u5b50\u66f8\u7c4d\u306e\u30a2\u30ce\u30c6\u30fc\u30b7\u30e7\u30f3\u4ed8\u304d\u30ea\u30b9\u30c8\u3002<\/p>\n<p><a href=\"http:\/\/www.isi.edu\/natural-language\/download\/hansard\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u30ab\u30ca\u30c0\u8b70\u4f1a\u8b70\u4e8b\u9332<\/a>: \u7b2c36\u56de\u30ab\u30ca\u30c0\u8b70\u4f1a\u8b70\u4e8b\u9332\u306e\u30012\u30ab\u56fd\u8a9e\u306e130\u4e07\u306e\u30c6\u30ad\u30b9\u30c8\u3002<\/p>\n<p><a href=\"http:\/\/www.reddit.com\/r\/datasets\/comments\/1uyd0t\/200000_jeopardy_questions_in_a_json_file\/\" target=\"_blank\" rel=\"noopener noreferrer\">Jeopardy<\/a>:\u30af\u30a4\u30ba\u756a\u7d44\u300cJeopardy\u300d\u3067\u4f7f\u308f\u308c\u305f20\u4e07\u4ee5\u4e0a\u306e\u8cea\u554f\u96c6\u3002<\/p>\n<p><a href=\"http:\/\/www.dt.fee.unicamp.br\/~tiago\/smsspamcollection\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u82f1\u8a9e\u306eSMS\u30b9\u30d1\u30e0\u30fb\u30b3\u30ec\u30af\u30b7\u30e7\u30f3<\/a>: \u82f1\u8a9e\u306e5,574\u306eSMS\u30b9\u30d1\u30e0\u30e1\u30c3\u30bb\u30fc\u30b8\u304b\u3089\u6210\u308b\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3002<\/p>\n<p><a href=\"https:\/\/www.yelp.com\/dataset\" target=\"_blank\" rel=\"noopener noreferrer\">Yelp\u30ec\u30d3\u30e5\u30fc<\/a>: Yelp\u304c\u30ea\u30ea\u30fc\u30b9\u3057\u305f\u30aa\u30fc\u30d7\u30f3\u30fb\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3002500\u4e07\u4ee5\u4e0a\u306e\u30ec\u30d3\u30e5\u30fc\u304b\u3089\u6210\u308b\u3002<\/p>\n<p><a href=\"https:\/\/archive.ics.uci.edu\/ml\/datasets\/Spambase\" target=\"_blank\" rel=\"noopener noreferrer\">\u30ab\u30ea\u30d5\u30a9\u30eb\u30cb\u30a2\u5927\u5b66\u30a2\u30fc\u30d0\u30a4\u30f3\u6821\u306e\u30b9\u30d1\u30e0\u30d9\u30fc\u30b9<\/a>: \u30b9\u30d1\u30e0\u306e\u30d5\u30a3\u30eb\u30bf\u30ea\u30f3\u30b0\u306b\u5f79\u7acb\u3064\u30b9\u30d1\u30e0\u30e1\u30fc\u30eb\u306e\u5927\u578b\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3002<\/p>\n<\/div><div class=\"fusion-title title fusion-title-9 fusion-sep-none fusion-title-text fusion-title-size-four\" 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;\"><h4 class=\"fusion-title-heading title-heading-left\" style=\"margin:0;\">\u81ea\u52d5\u904b\u8ee2\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8<\/h4><\/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-4 hover-type-none\"><img decoding=\"async\" width=\"1368\" height=\"632\" title=\"image-data_thumbnail\" src=\"https:\/\/i0.wp.com\/transynk.co.jp\/wp-content\/uploads\/2024\/03\/image-data_thumbnail.jpg?fit=1368%2C632&ssl=1\" data-orig-src=\"https:\/\/transynk.co.jp\/wp-content\/uploads\/2024\/03\/image-data_thumbnail.jpg\" alt class=\"lazyload img-responsive wp-image-5433\" srcset=\"data:image\/svg+xml,%3Csvg%20xmlns%3D%27http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%27%20width%3D%271368%27%20height%3D%27632%27%20viewBox%3D%270%200%201368%20632%27%3E%3Crect%20width%3D%271368%27%20height%3D%27632%27%20fill-opacity%3D%220%22%2F%3E%3C%2Fsvg%3E\" data-srcset=\"https:\/\/i0.wp.com\/transynk.co.jp\/wp-content\/uploads\/2024\/03\/image-data_thumbnail.jpg?resize=200%2C92&amp;ssl=1 200w, https:\/\/i0.wp.com\/transynk.co.jp\/wp-content\/uploads\/2024\/03\/image-data_thumbnail.jpg?resize=300%2C139&amp;ssl=1 300w, https:\/\/i0.wp.com\/transynk.co.jp\/wp-content\/uploads\/2024\/03\/image-data_thumbnail.jpg?resize=400%2C185&amp;ssl=1 400w, https:\/\/i0.wp.com\/transynk.co.jp\/wp-content\/uploads\/2024\/03\/image-data_thumbnail.jpg?resize=600%2C277&amp;ssl=1 600w, https:\/\/i0.wp.com\/transynk.co.jp\/wp-content\/uploads\/2024\/03\/image-data_thumbnail.jpg?resize=768%2C355&amp;ssl=1 768w, https:\/\/i0.wp.com\/transynk.co.jp\/wp-content\/uploads\/2024\/03\/image-data_thumbnail.jpg?resize=800%2C370&amp;ssl=1 800w, https:\/\/i0.wp.com\/transynk.co.jp\/wp-content\/uploads\/2024\/03\/image-data_thumbnail.jpg?resize=1024%2C473&amp;ssl=1 1024w, https:\/\/i0.wp.com\/transynk.co.jp\/wp-content\/uploads\/2024\/03\/image-data_thumbnail.jpg?resize=1200%2C554&amp;ssl=1 1200w, https:\/\/i0.wp.com\/transynk.co.jp\/wp-content\/uploads\/2024\/03\/image-data_thumbnail.jpg?w=1368&amp;ssl=1 1368w\" data-sizes=\"auto\" data-orig-sizes=\"(max-width: 850px) 100vw, 1368px\" \/><\/span><\/div><div class=\"fusion-text fusion-text-9\" style=\"--awb-margin-top:20px;\"><p>\u81ea\u52d5\u904b\u8ee2\u306e\u7814\u7a76\u958b\u767a\u306b\u5f79\u7acb\u3064\u8eca\u306e\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u3092\u542b\u3080\u3001\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u307e\u3068\u3081\u307e\u3057\u305f\u3002\u3053\u308c\u3089\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306b\u306f\u9759\u6b62\u753b\u50cf\u306a\u3069\u3082\u304c\u542b\u307e\u308c\u3066\u304a\u308a\u3001\u65e2\u306b\u30bf\u30b0\u4ed8\u3051\u304c\u884c\u308f\u308c\u3066\u3044\u308b\u3082\u306e\u3082\u3042\u308a\u307e\u3059\u3002<\/p>\n<p><a href=\"http:\/\/bdd-data.berkeley.edu\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u30d0\u30fc\u30af\u30ec\u30fc\u30fb\u30c7\u30a3\u30fc\u30d7\u30c9\u30e9\u30a4\u30d6BDD100k:<\/a>\u00a0\u81ea\u52d5\u904b\u8ee2\u4eba\u5de5\u77e5\u80fd\u306e\u305f\u3081\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3068\u3057\u3066\u306f\u3001\u73fe\u5728\u306e\u3068\u3053\u308d\u6700\u5927\u3002\u7570\u306a\u308b\u6642\u9593\u5e2f\u3084\u5929\u5019\u306e\u4e0b\u306b\u304a\u3051\u308b1,100\u6642\u9593\u3092\u8d85\u3048\u308b\u904b\u8ee2\u7d4c\u9a13\u3092\u64ae\u5f71\u3057\u305f10\u4e07\u8d85\u306e\u52d5\u753b\u304b\u3089\u6210\u308b\u3002\u30a2\u30ce\u30c6\u30fc\u30b7\u30e7\u30f3\u4ed8\u304d\u753b\u50cf\u306f\u30cb\u30e5\u30fc\u30e8\u30fc\u30af\u3068\u30b5\u30f3\u30d5\u30e9\u30f3\u30b7\u30b9\u30b3\u5730\u57df\u306e\u3082\u306e\u3002<\/p>\n<p><a href=\"http:\/\/apolloscape.auto\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u767e\u5ea6\u30a2\u30dd\u30ed\u30b9\u30b1\u30fc\u30d7:<\/a>\u00a0\u8eca\u3084\u81ea\u8ee2\u8eca\u3001\u6b69\u884c\u8005\u3001\u5efa\u7269\u3001\u8857\u706f\u306a\u3069\u300126\u306e\u7570\u306a\u3063\u305f\u610f\u5473\u3092\u6301\u3064\u30a2\u30a4\u30c6\u30e0\u3092\u5b9a\u7fa9\u3059\u308b\u5927\u578b\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3002<\/p>\n<p><a href=\"https:\/\/archive.org\/details\/comma-dataset\" target=\"_blank\" rel=\"noopener noreferrer\">Comma.ai<\/a>: 7\u6642\u9593\u8d85\u306e\u30cf\u30a4\u30a6\u30a7\u30a4\u8d70\u884c\u3002\u8eca\u306e\u901f\u5ea6\u3001\u52a0\u901f\u3001\u30b9\u30c6\u30a2\u30ea\u30f3\u30b0\u89d2\u3001GPS\u5ea7\u6a19\u306a\u3069\u306e\u60c5\u5831\u3092\u542b\u3080\u3002<\/p>\n<p><a href=\"http:\/\/robotcar-dataset.robots.ox.ac.uk\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u30aa\u30c3\u30af\u30b9\u30d5\u30a9\u30fc\u30c9\u30fb\u30ed\u30dc\u30c3\u30c8\u30ab\u30fc<\/a>:\u82f1\u56fd\u30aa\u30c3\u30af\u30b9\u30d5\u30a9\u30fc\u30c9\u306e\u540c\u4e00\u30eb\u30fc\u30c8\u306e\u8d70\u884c\u30921\u5e74\u9593\u306b\u308f\u305f\u3063\u3066100\u56de\u4ee5\u4e0a\u7e70\u308a\u8fd4\u3057\u305f\u30c7\u30fc\u30bf\u3002\u7570\u306a\u308b\u5929\u5019\u3084\u4ea4\u901a\u91cf\u3001\u6b69\u884c\u8005\u306e\u7d44\u307f\u5408\u308f\u305b\u3068\u3001\u5efa\u8a2d\u73fe\u5834\u3001\u9053\u8def\u5de5\u4e8b\u306a\u3069\u306e\u9577\u671f\u306b\u308f\u305f\u308b\u5909\u5316\u3082\u6349\u3048\u305f\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3002<\/p>\n<p><a href=\"https:\/\/www.cityscapes-dataset.com\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u90fd\u5e02\u666f\u89b3\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8<\/a>: 50\u90fd\u5e02\u306e\u8857\u8def\u30b7\u30fc\u30f3\u3092\u8a18\u9332\u3057\u305f\u5927\u578b\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3002<\/p>\n<p><a href=\"http:\/\/www.vision.ee.ethz.ch\/~timofter\/traffic_signs\/\" target=\"_blank\" rel=\"noopener noreferrer\">KUL\u30d9\u30eb\u30ae\u30fc\u4ea4\u901a\u6a19\u8b58\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8<\/a>: \u30d9\u30eb\u30ae\u30fc\u306e\u30d5\u30e9\u30f3\u30c0\u30fc\u30b9\u5730\u65b9\u306e\u7269\u7406\u7684\u306b\u7570\u306a\u308b\u6570\u4e07\u306e\u4ea4\u901a\u6a19\u8b58\u304b\u3089\u5f97\u305f1\u4e07\u3092\u8d85\u3048\u308b\u4ea4\u901a\u6a19\u8b58\u306e\u30a2\u30ce\u30c6\u30fc\u30b7\u30e7\u30f3\u3002<\/p>\n<p><a href=\"https:\/\/www.kaggle.com\/aalborguniversity\/aau-rainsnow\" target=\"_blank\" rel=\"noopener noreferrer\">\u96e8\u3001\u96ea\u306a\u3069\u60aa\u5929\u5019\u306b\u304a\u3051\u308b\u4ea4\u901a\u76e3\u8996<\/a>: \u305d\u308c\u305e\u308c5\u5206\u307b\u3069\u306e\u9577\u3055\u306e\u52d5\u753b22\u672c\u304b\u3089\u69cb\u6210\u3055\u308c\u305f\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3002RGB\u30ab\u30e9\u30fc\u30ab\u30e1\u30e9\u3068\u8d64\u5916\u7dda\u30b5\u30fc\u30de\u30eb\u30ab\u30e1\u30e9\u306e\u4e21\u65b9\u3092\u5229\u7528\u3057\u3066\u64ae\u5f71\u3055\u308c\u3066\u3044\u308b\u306e\u3067\u3001130,000\u4ef6\u4ee5\u4e0a\u306eRGB\u753b\u50cf\u3068\u30b5\u30fc\u30de\u30eb\u753b\u50cf\u306e\u30da\u30a2\u304c\u542b\u307e\u308c\u308b\u3002<\/p>\n<p><a href=\"http:\/\/cvrr.ucsd.edu\/LISA\/datasets.html\" target=\"_blank\" rel=\"noopener noreferrer\">\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30c8\u3067\u5b89\u5168\u306a\u81ea\u52d5\u8eca\u7814\u7a76\u5ba4<\/a>: \u4ea4\u901a\u6a19\u8b58\u3001\u81ea\u52d5\u8eca\u691c\u77e5\u3001\u4fe1\u53f7\u6a5f\u3001\u8ecc\u8de1\u30d1\u30bf\u30fc\u30f3\u306a\u3069\u3092\u542b\u3080\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3002<\/p>\n<\/div><div class=\"fusion-title title fusion-title-10 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;\">\u304a\u63a2\u3057\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u304c\u898b\u3064\u304b\u3089\u306a\u3044\u5834\u5408<\/h3><\/div><div class=\"fusion-text fusion-text-10\" 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\u30d1\u30c3\u30b1\u30fc\u30b8\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u304b\u3089\u3054\u7528\u610f\u3044\u305f\u3057\u307e\u3059\u3002\u8ffd\u52a0\u4f5c\u6210\u5206\u3082\u304a\u624b\u4f1d\u3044\u3057\u307e\u3059\u3002\u97f3\u58f0\u3001\u753b\u50cf\u3001\u52d5\u753b\u3001\u30a2\u30ce\u30c6\u30fc\u30b7\u30e7\u30f3\u7b49\u306e\u30b5\u30fc\u30d3\u30b9\u3092\u63d0\u4f9b\u3057\u3001\u7814\u7a76\u958b\u767a\u3092\u652f\u63f4\u3057\u3066\u304a\u308a\u307e\u3059\u3002\u97f3\u58f0\u30c7\u30fc\u30bf\u306e\u6587\u5b57\u8d77\u3053\u3057\u3084\u97f3\u97fb\u8868\u8a18\u306a\u3069\u3001\u69d8\u3005\u306a\u30c7\u30fc\u30bf\u3084\u30a2\u30ce\u30c6\u30fc\u30b7\u30e7\u30f3\u30bf\u30a4\u30d7\u306b\u5bfe\u5fdc\u3067\u304d\u308b\u305f\u3081\u3001\u591a\u8a00\u8a9e\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3001OCR\u3001\u9854\u8a8d\u8a3c\u3001\u81ea\u52d5\u904b\u8ee2\u306a\u3069\u3001\u5e45\u5e83\u3044\u7814\u7a76\u958b\u767a\u5411\u3051\u306e\u6559\u5e2b\u30c7\u30fc\u30bf\u3092\u3054\u7528\u610f\u3067\u304d\u307e\u3059\u3002<\/p>\n<\/div><div 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