{"id":4530,"date":"2020-10-18T14:37:03","date_gmt":"2020-10-18T05:37:03","guid":{"rendered":"https:\/\/transynk.co.jp\/?post_type=blog&#038;p=4530"},"modified":"2024-04-22T21:02:21","modified_gmt":"2024-04-22T12:02:21","slug":"250000-cars-top-10-free-vehicle-image-and-video-datasets-for-machine-learning","status":"publish","type":"blog","link":"https:\/\/transynk.co.jp\/en\/blog\/250000-cars-top-10-free-vehicle-image-and-video-datasets-for-machine-learning\/","title":{"rendered":"\u81ea\u52d5\u904b\u8ee2AI\u306b\u4f7f\u3048\u308b\u8eca\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u307e\u3068\u3081\uff0825\u4e07\u53f0\u306e\u8eca\uff09"},"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;\">\u81ea\u52d5\u904b\u8ee2\u3068\u306f<\/h3><\/div><div class=\"fusion-text fusion-text-1 fusion-text-no-margin\" style=\"--awb-margin-bottom:40px;\"><p>\u81ea\u52d5\u904b\u8ee2\uff08\u7121\u4eba\u904b\u8ee2\uff09\u3068\u306f\u3001\u4eba\u9593\u304c\u904b\u8ee2\u64cd\u4f5c\u3092\u884c\u308f\u306a\u304f\u3068\u3082\u3001AI\u306b\u3088\u308a\u81ea\u52d5\u8eca\u304c\u81ea\u52d5\u3067\u8d70\u884c\u3067\u304d\u308b\u3053\u3068\u3092\u793a\u3057\u307e\u3059\u3002\u30c6\u30b9\u30e9\u306e\u81ea\u52d5\u904b\u8ee2\u8eca\u3084\u30b0\u30fc\u30b0\u30eb\u306e\u30a6\u30a7\u30a4\u30e2\u306e\u3088\u3046\u306a\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u53f0\u982d\u3068\u5171\u306b\u3001\u81ea\u5f8b\u8d70\u884c\u8eca\u696d\u754c\u306f\u5e74\u3005\u6210\u9577\u3092\u7d9a\u3051\u3066\u3044\u308b\u3088\u3046\u306b\u601d\u308f\u308c\u307e\u3059\u3002\u81ea\u5f8b\u8d70\u884c\u8eca\u306f\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30fc\u30d3\u30b8\u30e7\u30f3\u306e\u4e00\u5206\u91ce\u3067\u3042\u308a\u3001\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30fc\u30d3\u30b8\u30e7\u30f3\u3092\u69d8\u3005\u306b\u6d3b\u7528\u3059\u308b\u3053\u3068\u306b\u3088\u3063\u3066\u9ad8\u3044\u53ce\u76ca\u3092\u751f\u307f\u51fa\u305b\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\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: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;\">\u73fe\u5728\u306e\u81ea\u52d5\u904b\u8ee2\u306e\u6280\u8853\u30ec\u30d9\u30eb<\/h3><\/div><div class=\"fusion-text fusion-text-2\" style=\"--awb-margin-top:20px;\"><p>\u300c\u81ea\u52d5\u904b\u8ee2\u300d\u3068\u3044\u3046\u8a00\u8449\u3092\u8033\u306b\u3059\u308b\u3068\u3001\u591a\u304f\u306e\u65b9\u306f\u3001\u8eca\u306b\u8ab0\u3082\u4e57\u8eca\u3055\u308c\u3066\u3044\u306a\u3044\u72b6\u614b\u3001\u307e\u305f\u306f\u4eba\u9593\u304c\u4e57\u8eca\u3057\u3066\u3044\u3066\u3082\u3001\u30b9\u30de\u30db\u3092\u3044\u3058\u3063\u305f\u308a\u5bdd\u3066\u3044\u305f\u308a\u3001\u904b\u8ee2\u64cd\u4f5c\u306f\u5168\u304f\u884c\u308f\u306a\u304f\u3066\u826f\u3044\u72b6\u6cc1\u3092\u60f3\u50cf\u3059\u308b\u3067\u3057\u3087\u3046\u3002\u305d\u308c\u306f\u7406\u60f3\u306e\u81ea\u52d5\u904b\u8ee2\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u304c\u3001\u73fe\u5b9f\u7684\u306b\u307e\u3060\u9054\u3057\u3066\u3044\u307e\u305b\u3093\u3002\u73fe\u5728\u306e\u65e5\u672c\u3067\u306f\u3001AI\u306b\u3088\u308b\u81ea\u52d5\u7684\u306a\u30d6\u30ec\u30fc\u30ad\u3084\u30cf\u30f3\u30c9\u30eb\u64cd\u4f5c\u304c\u884c\u308f\u308c\u308b\u8eca\u306f\u8ca9\u58f2\u3055\u308c\u3066\u304a\u308a\u307e\u3059\u304c\u3001\u904b\u8ee2\u64cd\u4f5c\u306e\u4e3b\u4f53\u306f\u307e\u3060\u4eba\u9593\u306e\u904b\u8ee2\u624b\u3067\u3059\u3002\u3053\u306e\u3088\u3046\u306a\u81ea\u52d5\u8eca\u306f\u300c\u81ea\u52d5\u904b\u8ee2\u8eca\u300d\u3067\u306f\u306a\u304f\u300c\u904b\u8ee2\u652f\u63f4\u8005\u300d\u3068\u547c\u3070\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u81ea\u52d5\u904b\u8ee2AI\u306b\u3064\u3044\u3066\u306f\u3001SAE\uff08Society of Automotive Engineers\uff09\u3068\u3044\u3046\u56e3\u4f53\u304c\u5b9a\u3081\u305f\u300cSAE J3016\u300d\u306b\u3088\u3063\u3066\u30ec\u30d9\u30eb\u5206\u3051\u304c\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<\/div>\n<div class=\"table-1\">\n<table width=\"100%\">\n<thead>\n<tr>\n<th align=\"left\">\u30ec\u30d9\u30eb<\/th>\n<th align=\"left\">\u540d\u79f0<\/th>\n<th align=\"left\">\u4e3b\u4f53\u8005<\/th>\n<th align=\"left\">\u8d70\u884c\u30a8\u30ea\u30a2<\/th>\n<th align=\"left\">\u30eb\u30fc\u30eb<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td align=\"left\">0<\/td>\n<td align=\"left\">\u904b\u8ee2\u81ea\u52d5\u5316\u306a\u3057<\/td>\n<td align=\"left\">\u904b\u8ee2\u624b<\/td>\n<td align=\"left\">&#8211;<\/td>\n<td align=\"left\">\u904b\u8ee2\u624b\u304c\u3059\u3079\u3066\u306e\u30bf\u30b9\u30af\u3092\u62c5\u5f53<\/td>\n<\/tr>\n<tr>\n<td align=\"left\">1<\/td>\n<td align=\"left\">\u904b\u8ee2\u652f\u63f4<\/td>\n<td align=\"left\">\u904b\u8ee2\u624b<\/td>\n<td align=\"left\">\u9650\u5b9a\u7684<\/td>\n<td align=\"left\">\u901f\u5ea6\u304b\u30cf\u30f3\u30c9\u30eb\u3092\u904b\u8ee2\u624b\u304c\u5bfe\u5fdc<\/td>\n<\/tr>\n<tr>\n<td align=\"left\">2<\/td>\n<td align=\"left\">\u90e8\u5206\u904b\u8ee2\u81ea\u52d5\u5316<\/td>\n<td align=\"left\">\u904b\u8ee2\u624b<\/td>\n<td align=\"left\">\u9650\u5b9a\u7684<\/td>\n<td align=\"left\">\u5e38\u6642\u904b\u8ee2\u624b\u304c\u30b7\u30b9\u30c6\u30e0\u3092\u76e3\u7763<\/td>\n<\/tr>\n<tr>\n<td align=\"left\">3<\/td>\n<td align=\"left\">\u6761\u4ef6\u4ed8\u304d\u904b\u8ee2\u81ea\u52d5\u5316<\/td>\n<td align=\"left\">\u8eca<\/td>\n<td align=\"left\">\u9650\u5b9a\u7684<\/td>\n<td align=\"left\">\u7dca\u6025\u6642\u306f\u904b\u8ee2\u624b\u304c\u5bfe\u5fdc<\/td>\n<\/tr>\n<tr>\n<td align=\"left\">4<\/td>\n<td align=\"left\">\u9ad8\u5ea6\u904b\u8ee2\u81ea\u52d5\u5316<\/td>\n<td align=\"left\">\u8eca<\/td>\n<td align=\"left\">\u9650\u5b9a\u7684<\/td>\n<td align=\"left\">\u904b\u8ee2\u624b\u306a\u3057\u3067\u306e\u8d70\u884cOK<\/td>\n<\/tr>\n<tr>\n<td align=\"left\">5<\/td>\n<td align=\"left\">\u5b8c\u5168\u904b\u8ee2\u81ea\u52d5\u5316<\/td>\n<td align=\"left\">\u8eca<\/td>\n<td align=\"left\">\u9650\u5b9a\u306a\u3057<\/td>\n<td align=\"left\">\u904b\u8ee2\u624b\u306a\u3057\u3067\u306e\u8d70\u884cOK<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<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;\">\u81ea\u52d5\u904b\u8ee2AI\u306e\u6700\u65b0\u6280\u8853<\/h3><\/div><div class=\"fusion-text fusion-text-3\" style=\"--awb-margin-top:20px;\"><p>\u81ea\u52d5\u904b\u8ee2AI\u306f\u73fe\u5728\u3001\u904b\u8ee2\u624b\u7121\u3057\u3067\u8d70\u884c\u3067\u304d\u308b\u30ec\u30d9\u30eb\u3092\u9054\u3057\u3066\u3044\u307e\u305b\u3093\u304c\u3001\u7814\u7a76\u958b\u767a\u306f\u9032\u5316\u3057\u3066\u3044\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001YOLO\uff08You Only Look Once\uff09\u3068\u3044\u3046\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306f2016\u5e74\u306b\u767a\u8868\u3055\u308c\u3001\u9818\u57df\u5224\u5b9a\uff08\u7269\u4f53\u304c\u3042\u308b\u3089\u3057\u3044\u9818\u57df\u3092\u63d0\u6848\uff09\u3068\u5bfe\u8c61\u5206\u985e\uff08\u7269\u4f53\u304c\u5ea6\u306e\u30af\u30e9\u30b9\u306b\u5206\u985e\u3067\u304d\u308b\u304b\uff09\u3092\u540c\u6642\u306b\u884c\u3046\u3053\u3068\u3067\u3001\u7269\u4f53\u8a8d\u8b58\u51e6\u7406\u3092\u9ad8\u901f\u5316\u3057\u307e\u3057\u305f\u3002YOLO\u4ee5\u524d\u306e\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306f\u3001\u30d0\u30a6\u30f3\u30c7\u30a3\u30f3\u30b0\u30dc\u30c3\u30af\u30b9\u3092\u4f7f\u3044\u3001\u305d\u308c\u305e\u308c\u306b\u542b\u307e\u308c\u308b\u5bfe\u8c61\u306e\u30af\u30e9\u30b9\u5206\u985e\u3092\u884c\u3063\u3066\u3044\u305f\u305f\u3081\u3001\u30d0\u30a6\u30f3\u30c7\u30a3\u30f3\u30b0\u30dc\u30c3\u30af\u30b9\u306e\u6570\u304c\u591a\u3044\u3068\u8a8d\u8b58\u306b\u6642\u9593\u304c\u304b\u304b\u3063\u3066\u3057\u307e\u3044\u307e\u3057\u305f\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-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;\">\u81ea\u52d5\u904b\u8ee2AI\u306e\u672a\u6765<\/h3><\/div><div class=\"fusion-text fusion-text-4\" style=\"--awb-margin-top:20px;\"><p>\u81ea\u52d5\u904b\u8ee2AI\u306f\u3001\u5404\u56fd\u306e\u81ea\u52d5\u8eca\u5927\u624b\u3084IT\u4f01\u696d\u306e\u591a\u304f\u304c\u53d6\u308a\u7d44\u3093\u3067\u3044\u307e\u3059\u3002\u7c73\u56fd\u3067\u306f\u3001Google\u306e\u5144\u5f1f\u4f1a\u793eWaymo\u304c\u4ee3\u8868\u7684\u3067\u30012018\u5e74\u672b\u3001\u4e16\u754c\u521d\u306e\u81ea\u52d5\u904b\u8ee2\u306b\u3088\u308b\u914d\u8eca\u30b5\u30fc\u30d3\u30b9\u300cwaymo one\u300d\u3092\u767a\u8868\u3057\u307e\u3057\u305f\u3002\u4e2d\u56fd\u3067\u306f\u30012015\u5e74\u306b\u653f\u5e9c\u304c\u767a\u8868\u3057\u305f\u300c\u4e2d\u56fd\u88fd\u90202025\u300d\u3067\u3082\u3001\u81ea\u52d5\u904b\u8ee2\u306e\u76ee\u6a19\u304c\u542b\u307e\u308c\u3066\u304a\u308a\u30012013\u5e74\u306b\u81ea\u52d5\u904b\u8ee2\u30ec\u30d9\u30eb4\u301c5\u306e\u7815\u7802\u642d\u8f09\u7387\u309210\uff05\u3068\u3059\u308b\u3053\u3068\u3067\u3059\u3002<\/p>\n<p>\u65e5\u672c\u3067\u306f\u3001\u30c8\u30e8\u30bf\u81ea\u52d5\u8eca\u304c2016\u5e74\u3088\u308a\u30e2\u30d3\u30ea\u30c6\u30a3\u30b5\u30fc\u30d3\u30b9\u30fb\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\uff08MSPF\uff09\u3092\u63d0\u5531\u3057\u3001\u56fd\u5185\u5916\u306e\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u4f01\u696d\u3068\u5354\u696d\u3092\u9032\u3081\u3066\u3044\u307e\u3059\u30022018\u5e7410\u6708\u306b\u306f\u3001\u30c8\u30e8\u30bf\u81ea\u52d5\u8eca\u3042\u3068\u30bd\u30d5\u30c8\u30d0\u30f3\u30af\u306e\u5171\u540c\u51fa\u8cc7\u4f1a\u793eMONET Technologies\uff08\u30e2\u30cd\u30fb\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u30ba\uff09\u304c\u8a2d\u7acb\u3055\u308c\u307e\u3057\u305f\u3002\u7fcc\u5e74\u306e2019\u5e742\u6708\u306b\u3001\u672c\u306e\u793e\u4f1a\u8ab2\u984c\u306e\u89e3\u6c7a\u3084\u65b0\u305f\u306a\u4fa1\u5024\u5275\u9020\u3092\u53ef\u80fd\u306b\u3059\u308b\u30e2\u30d3\u30ea\u30c6\u30a3\u30b5\u30fc\u30d3\u30b9\u306e\u5b9f\u73fe\u3068\u666e\u53ca\u306b\u5411\u3051\u3001\u4e8b\u696d\u958b\u59cb\u3055\u308c\u307e\u3057\u305f\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-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;\">\u81ea\u52d5\u904b\u8ee2\u5411\u3051\u306e\u753b\u50cf\u3001\u6620\u50cf\u30a2\u30ce\u30c6\u30fc\u30b7\u30e7\u30f3<\/h3><\/div><div class=\"fusion-text fusion-text-5\" style=\"--awb-margin-top:20px;\"><p>\u3042\u3089\u3086\u308bAI\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3068\u540c\u69d8\u3001\u81ea\u52d5\u904b\u8ee2AI\u306e\u958b\u767a\u306b\u304b\u304b\u305b\u306a\u3044\u306e\u304c\u3001\u753b\u50cf\u53ca\u3073\u52d5\u753b\uff08\u753b\u50cf\u30d5\u30ec\u30fc\u30e0\uff09\u306e\u30a2\u30ce\u30c6\u30fc\u30b7\u30e7\u30f3\u3067\u3059\u3002\u3057\u304b\u3057\u3001\u5927\u91cf\u304b\u3064\u9ad8\u54c1\u8cea\u306e\u753b\u50cf\u3092\u53d6\u5f97\u3057\u305f\u308a\u3001\u4fe1\u983c\u3067\u304d\u308b\u6620\u50cf\u30a2\u30ce\u30c6\u30fc\u30b7\u30e7\u30f3\u30b5\u30fc\u30d3\u30b9\u3092\u898b\u3064\u3051\u305f\u308a\u3059\u308b\u306e\u306f\u56f0\u96e3\u3067\u3042\u308b\u3053\u3068\u304c\u591a\u3044\u306e\u3067\u3059\u3002\u6570\u5343\u4ef6\u3082\u306e\u753b\u50cf\u306b\u81ea\u5206\u3067\u624b\u4f5c\u696d\u3067\u30bf\u30b0\u4ed8\u3051\u3059\u308b\u306e\u306f\u5927\u5909\u624b\u9593\u304c\u639b\u304b\u3063\u3066\u3057\u307e\u3044\u307e\u3059\u3002<\/p>\n<p>\u5f53\u793e\u306e\u753b\u50cf\u30a2\u30ce\u30c6\u30fc\u30b7\u30e7\u30f3\u30b5\u30fc\u30d3\u30b9\u306f\u300120\u5e74\u4ee5\u4e0a\u306b\u6e21\u308a\u3001AI\u5b66\u7fd2\u30c7\u30fc\u30bf\u5468\u308a\u306e\u30b5\u30fc\u30d3\u30b9\u3092\u63d0\u4f9b\u3057\u3066\u304d\u305f\u30ce\u30a6\u30cf\u30a6\u3092\u6301\u3061\u3001\u5927\u91cf\u306e\u5b66\u7fd2\u30c7\u30fc\u30bf\uff08\u6559\u5e2b\u30c7\u30fc\u30bf\uff09\u306e\u30a2\u30ce\u30c6\u30fc\u30b7\u30e7\u30f3\u3082\u7d20\u65e9\u304f\u3001\u6b63\u78ba\u306b\u63d0\u4f9b\u3044\u305f\u3057\u307e\u3059\u3002\u81ea\u52d5\u904b\u8ee2\u8eca\u306b\u304a\u3051\u308b\u3001\u7269\u4f53\u691c\u51fa\u7528\u306e\u30d0\u30a6\u30f3\u30c7\u30a3\u30f3\u30b0\u30dc\u30c3\u30af\u30b9\u30a2\u30ce\u30c6\u30fc\u30b7\u30e7\u30f3\u3084\u3001\u30b7\u30fc\u30f3\u7406\u89e3\u7528\u306e\u30bb\u30de\u30f3\u30c6\u30a3\u30c3\u30af\u30bb\u30b0\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\u306a\u3069\u3001\u5e45\u5e83\u3044\u753b\u50cf\u30a2\u30ce\u30c6\u30fc\u30b7\u30e7\u30f3\u6a5f\u80fd\u304c\u63c3\u3063\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-6 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;\">\u81ea\u52d5\u904b\u8ee2\u958b\u767a\u306b\u4f7f\u3048\u308b\u8eca\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8<\/h3><\/div><div class=\"fusion-text fusion-text-6\" 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\u30929\u4ef6\u307e\u3068\u3081\u307e\u3057\u305f\u3002\u3053\u308c\u3089\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306b\u306f25\u4e07\u679a\u306e\u753b\u50cf\u3084\u9759\u6b62\u753b\u50cf\u304c\u542b\u307e\u308c\u3066\u3044\u3066\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=\"https:\/\/www.kaggle.com\/dansbecker\/cityscapes-image-pairs\" target=\"_blank\" rel=\"noopener noreferrer\">\u90fd\u5e02\u306e\u666f\u89b3\u306e\u753b\u50cf\u30da\u30a2<\/a>: \u904b\u8ee2\u4e2d\u306e\u8eca\u304b\u3089\u30c9\u30a4\u30c4\u306e\u901a\u308a\u3092\u64ae\u5f71\u3057\u305f\u52d5\u753b\u3092\u4f7f\u7528\u30022,975\u4ef6\u306e\u753b\u50cf\u306e\u30da\u30a2\u304c\u542b\u307e\u308c\u308b\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3067\u3001\u5404\u753b\u50cf\u30d5\u30a1\u30a4\u30eb\u306f\u5de6\u5074\u306b\u30aa\u30ea\u30b8\u30ca\u30eb\u306e\u9759\u6b62\u753b\u50cf\u3001\u53f3\u5074\u306b\u610f\u5473\u7684\u30a2\u30ce\u30c6\u30fc\u30b7\u30e7\u30f3\u3092\u65bd\u3057\u305f\u540c\u3058\u753b\u50cf\u304c\u4e26\u3079\u3089\u308c\u3066\u3044\u308b\u3002<\/p>\n<p><a href=\"https:\/\/www.gti.ssr.upm.es\/data\/Vehicle_database.html\" target=\"_blank\" rel=\"noopener noreferrer\">GTI\u8eca\u4e21\u753b\u50cf\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9<\/a>: \u9053\u8def\u4e0a\u306e\u8eca\u4e21\u3092\u5f8c\u65b9\u304b\u3089\u64ae\u5f71\u3057\u305f\u753b\u50cf3,425\u4ef6\u3068\u3001\u8eca\u4e21\u304c\u542b\u307e\u308c\u306a\u3044\u9053\u8def\u306e\u753b\u50cf3,900\u4ef6\u304b\u3089\u6210\u308b\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3002<\/p>\n<p><a href=\"https:\/\/www.kaggle.com\/twaldo\/kitti-object-detection\" target=\"_blank\" rel=\"noopener noreferrer\">KITTI\u30d0\u30a6\u30f3\u30c7\u30a3\u30f3\u30b0\u30dc\u30c3\u30af\u30b9\u4ed8\u304d\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u691c\u51fa<\/a>: \u30ab\u30fc\u30eb\u30b9\u30eb\u30fc\u30a8\u5de5\u79d1\u5927\u5b66\u306e\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u30b9\u30a4\u30fc\u30c8\u306e\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u691c\u51fa\u30bb\u30af\u30b7\u30e7\u30f3\u304b\u308914,000\u4ef6\u4ee5\u4e0a\u306e\u753b\u50cf\u3092\u53d6\u5f97\u3057\u3066\u4f5c\u6210\u3002\u30c6\u30b9\u30c8\u753b\u50cf7,518\u4ef6\u3068\u30d0\u30a6\u30f3\u30c7\u30a3\u30f3\u30b0\u30dc\u30c3\u30af\u30b9\u306e\u30e9\u30d9\u30eb\u304c\u5225\u500b\u306e\u30d5\u30a1\u30a4\u30eb\u306b\u542b\u307e\u308c\u308b\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u753b\u50cf7,481\u4ef6\u304b\u3089\u69cb\u6210\u3055\u308c\u308b\u3002<\/p>\n<p><a href=\"https:\/\/www.kaggle.com\/mbornoe\/lisa-traffic-light-dataset\" target=\"_blank\" rel=\"noopener noreferrer\">LISA\u4fe1\u53f7\u6a5f\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8<\/a>: \u8eca\u3092\u5bfe\u8c61\u3068\u3057\u305f\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3067\u306f\u306a\u3044\u304c\u3001\u81ea\u5f8b\u8d70\u884c\u8eca\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306e\u5b66\u7fd2\u3067\u975e\u5e38\u306b\u5f79\u7acb\u3064\u753b\u50cf\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3002\u591c\u9593\u3068\u65e5\u4e2d\u306e\u52d5\u753b\u306e\u9759\u6b62\u753b\u50cf\u304c\u30c8\u30fc\u30bf\u30eb\u306743,007\u4ef6\u542b\u307e\u308c\u3001113,888\u500b\u306e\u4fe1\u53f7\u6a5f\u304c\u30bf\u30b0\u4ed8\u3051\u3055\u308c\u3066\u3044\u308b\u3002\u4fe1\u53f7\u6a5f\u306b\u7126\u70b9\u3092\u7f6e\u3044\u305f\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3067\u3042\u308b\u304c\u3001\u307b\u307c\u5168\u3066\u306e\u753b\u50cf\u306b\u4fe1\u53f7\u6a5f\u3068\u8eca\u4e21\u304c\u542b\u307e\u308c\u308b\u3002<\/p>\n<p><a href=\"https:\/\/github.com\/sdevkota007\/vehicles-nepal-dataset\" target=\"_blank\" rel=\"noopener noreferrer\">\u30cd\u30d1\u30fc\u30eb\u306e\u8eca\u4e21<\/a>: \u30ab\u30c8\u30de\u30f3\u30ba\u306e\u901a\u308a\u3067\u64ae\u5f71\u3055\u308c\u305f30\u4ef6\u306e\u52d5\u753b\u304b\u3089\u5207\u308a\u53d6\u3063\u305f4,800\u53f0\u306e\u8eca\u4e21\u753b\u50cf\u304b\u3089\u6210\u308b\u30024,800\u4ef6\u306e\u753b\u50cf\u306e\u3046\u30611,811\u4ef6\u306f\u4e8c\u8f2a\u8eca\u30012,989\u4ef6\u306f\u56db\u8f2a\u8eca\u3067\u3042\u308b\u3002<\/p>\n<p><a href=\"https:\/\/www.kaggle.com\/aalborguniversity\/aau-rainsnow\" target=\"_blank\" rel=\"noopener noreferrer\">\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\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:\/\/ai.stanford.edu\/~jkrause\/cars\/car_dataset.html\" target=\"_blank\" rel=\"noopener noreferrer\">\u30b9\u30bf\u30f3\u30d5\u30a9\u30fc\u30c9\u8eca\u4e21\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8<\/a>: \u30b9\u30bf\u30f3\u30d5\u30a9\u30fc\u30c9AI\u7814\u7a76\u6240\u304b\u3089\u53d6\u5f97\u3057\u305f\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3002196\u7a2e\u985e\u306e\u8eca\u4e21\u306e\u753b\u50cf16,185\u4ef6\u304c\u542b\u307e\u308c\u308b\u3002<\/p>\n<p><a href=\"https:\/\/www.kaggle.com\/kumaresanmanickavelu\/lyft-udacity-challenge#dataB.tar.gz\" target=\"_blank\" rel=\"noopener noreferrer\">\u81ea\u52d5\u904b\u8ee2\u8eca\u306e\u958b\u767a\u306b\u5229\u7528\u3067\u304d\u308b\u30bb\u30de\u30f3\u30c6\u30a3\u30c3\u30af\u30bb\u30b0\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3<\/a>: Lyft Udacity\u30c1\u30e3\u30ec\u30f3\u30b8\u306e\u4e00\u74b0\u3068\u3057\u3066\u4f5c\u6210\u3055\u308c\u305f\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u30025,000\u4ef6\u306e\u753b\u50cf\u306b\u30bb\u30de\u30f3\u30c6\u30a3\u30c3\u30af\u30bb\u30b0\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\u304c\u30bf\u30b0\u4ed8\u3051\u3055\u308c\u3066\u3044\u308b\u3002<\/p>\n<p><a href=\"http:\/\/cmp.felk.cvut.cz\/data\/motorway\/\" target=\"_blank\" rel=\"noopener noreferrer\">TME\uff08\u30c8\u30e8\u30bf\u30fb\u30e2\u30fc\u30bf\u30fc\u30fb\u30e8\u30fc\u30ed\u30c3\u30d1\uff09\u9ad8\u901f\u9053\u8def\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8<\/a>: 27\u5206\u306e\u52d5\u753b\u306b\u76f8\u5f53\u3059\u308b28\u4ef6\u306e\u30d3\u30c7\u30aa\u30af\u30ea\u30c3\u30d7\u3067\u69cb\u6210\u3055\u308c\u305f\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u300230,000\u4ef6\u306e\u753b\u50cf\u304c\u542b\u307e\u308c\u3001\u8eca\u4e21\u304c\u30bf\u30b0\u4ed8\u3051\u3055\u308c\u3066\u3044\u308b\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-7 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;\">\u81ea\u52d5\u904b\u8ee2\u5411\u3051\u306e\u753b\u50cf\u30c7\u30fc\u30bf\u3092\u304a\u63a2\u3057\u3067\u3059\u304b\uff1f<\/h3><\/div><div class=\"fusion-text fusion-text-7\" 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