{"id":13927,"date":"2023-01-18T01:07:00","date_gmt":"2023-01-17T19:37:00","guid":{"rendered":"https:\/\/www.datalabelify.com\/en\/?p=13927"},"modified":"2023-10-28T22:46:21","modified_gmt":"2023-10-28T17:16:21","slug":"coco-dataset","status":"publish","type":"post","link":"https:\/\/www.datalabelify.com\/ja\/\u30b3\u30b3\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\/","title":{"rendered":"COCO \u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u8b0e\u3092\u89e3\u304f: \u30b8\u30e3\u30f3\u30d7\u30b9\u30bf\u30fc\u30c8 \u30ac\u30a4\u30c9"},"content":{"rendered":"<p>COCO \u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306f\u3001\u7dbf\u5bc6\u306b\u6ce8\u91c8\u304c\u4ed8\u3051\u3089\u308c\u305f 330,000 \u679a\u3092\u8d85\u3048\u308b\u753b\u50cf\u306e\u5305\u62ec\u7684\u306a\u30b3\u30ec\u30af\u30b7\u30e7\u30f3\u3067\u3042\u308a\u3001\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30fc \u30d3\u30b8\u30e7\u30f3\u306e\u7814\u7a76\u958b\u767a\u306b\u3068\u3063\u3066\u91cd\u8981\u306a\u30ea\u30bd\u30fc\u30b9\u3068\u3057\u3066\u6d6e\u4e0a\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u6b63\u78ba\u306a\u30aa\u30d6\u30b8\u30a7\u30af\u30c8 \u30ab\u30c6\u30b4\u30ea\u3068\u8aac\u660e\u7684\u306a\u30ad\u30e3\u30d7\u30b7\u30e7\u30f3\u3092\u5099\u3048\u305f\u3053\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306f\u3001\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u306e\u691c\u51fa\u3001\u30bb\u30b0\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\u3001\u30ad\u30e3\u30d7\u30b7\u30e7\u30f3\u306a\u3069\u306e\u30bf\u30b9\u30af\u3067\u6700\u5148\u7aef\u306e\u30e2\u30c7\u30eb\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u304a\u3088\u3073\u8a55\u4fa1\u3059\u308b\u305f\u3081\u306e\u57fa\u790e\u3068\u3057\u3066\u6a5f\u80fd\u3057\u307e\u3059\u3002<\/p>\n<p>\u6f5c\u5728\u7684\u306a\u30d0\u30a4\u30a2\u30b9\u306b\u3082\u304b\u304b\u308f\u3089\u305a\u3001COCO \u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306f\u3001\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30fc \u30d3\u30b8\u30e7\u30f3\u306e\u5206\u91ce\u3092\u9032\u6b69\u3055\u305b\u3001\u7814\u7a76\u8005\u3084\u5b9f\u52d9\u5bb6\u304c\u9769\u65b0\u7684\u306a\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u63a2\u6c42\u3059\u308b\u306e\u306b\u529b\u3092\u4e0e\u3048\u308b\u305f\u3081\u306b\u4e0d\u53ef\u6b20\u306a\u30c4\u30fc\u30eb\u3067\u3042\u308a\u7d9a\u3051\u3066\u3044\u307e\u3059\u3002<\/p>\n<p><h2>\u91cd\u8981\u306a\u30dd\u30a4\u30f3\u30c8<\/h2><\/p>\n<ul>\n<li>COCO \u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306f\u3001\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u306e\u691c\u51fa\u3001\u30bb\u30b0\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\u3001\u304a\u3088\u3073\u30ad\u30e3\u30d7\u30b7\u30e7\u30f3\u306e\u30bf\u30b9\u30af\u306e\u305f\u3081\u306e\u5927\u898f\u6a21\u306a\u753b\u50cf\u8a8d\u8b58\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3067\u3059\u3002<\/li>\n<li>\u3053\u308c\u306b\u306f 330,000 \u679a\u3092\u8d85\u3048\u308b\u753b\u50cf\u304c\u542b\u307e\u308c\u3066\u304a\u308a\u3001\u305d\u308c\u305e\u308c\u306e\u753b\u50cf\u306b 80 \u306e\u30aa\u30d6\u30b8\u30a7\u30af\u30c8 \u30ab\u30c6\u30b4\u30ea\u3068\u30b7\u30fc\u30f3\u3092\u8aac\u660e\u3059\u308b 5 \u3064\u306e\u30ad\u30e3\u30d7\u30b7\u30e7\u30f3\u304c\u6ce8\u91c8\u3068\u3057\u3066\u4ed8\u3051\u3089\u308c\u3066\u3044\u307e\u3059\u3002<\/li>\n<li>\u3053\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306f\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30fc \u30d3\u30b8\u30e7\u30f3\u306e\u7814\u7a76\u3067\u5e83\u304f\u4f7f\u7528\u3055\u308c\u3066\u304a\u308a\u3001\u591a\u304f\u306e\u6700\u5148\u7aef\u30e2\u30c7\u30eb\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3068\u8a55\u4fa1\u306b\u4f7f\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/li>\n<li>COCO \u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306f\u3001\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30fc \u30d3\u30b8\u30e7\u30f3 \u30e2\u30c7\u30eb\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3001\u30c6\u30b9\u30c8\u3001\u5fae\u8abf\u6574\u3001\u6700\u9069\u5316\u306e\u30d9\u30fc\u30b9\u30e9\u30a4\u30f3\u3068\u3057\u3066\u6a5f\u80fd\u3057\u307e\u3059\u3002<\/li>\n<\/ul>\n<p><h2>COCO \u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u6982\u8981<\/h2><\/p>\n<p>\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30fc \u30d3\u30b8\u30e7\u30f3\u306e\u7814\u7a76\u3067\u983b\u7e41\u306b\u4f7f\u7528\u3055\u308c\u308b COCO \u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306f\u3001\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u306e\u691c\u51fa\u3001\u30bb\u30b0\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\u3001\u304a\u3088\u3073\u30ad\u30e3\u30d7\u30b7\u30e7\u30f3\u306e\u30bf\u30b9\u30af\u306e\u305f\u3081\u306e\u5927\u898f\u6a21\u306a\u753b\u50cf\u8a8d\u8b58\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3067\u3059\u3002 330,000 \u3092\u8d85\u3048\u308b\u6ce8\u91c8\u4ed8\u304d\u753b\u50cf\u304c\u542b\u307e\u308c\u3066\u304a\u308a\u3001\u6700\u5148\u7aef\u306e\u30e2\u30c7\u30eb\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3068\u8a55\u4fa1\u306e\u305f\u3081\u306e\u8cb4\u91cd\u306a\u30ea\u30bd\u30fc\u30b9\u3068\u3057\u3066\u6a5f\u80fd\u3057\u307e\u3059\u3002<\/p>\n<p>\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306f\u3001\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3001\u691c\u8a3c\u3001\u30c6\u30b9\u30c8\u7528\u306e\u500b\u5225\u306e\u30bb\u30c3\u30c8\u3092\u542b\u3080\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u306e\u968e\u5c64\u306b\u7de8\u6210\u3055\u308c\u307e\u3059\u3002\u6ce8\u91c8\u306f JSON \u5f62\u5f0f\u3067\u63d0\u4f9b\u3055\u308c\u3001\u753b\u50cf\u30d5\u30a1\u30a4\u30eb\u540d\u3001\u30b5\u30a4\u30ba\u3001\u30aa\u30d6\u30b8\u30a7\u30af\u30c8 \u30af\u30e9\u30b9\u3001\u5883\u754c\u30dc\u30c3\u30af\u30b9\u306e\u5ea7\u6a19\u3001\u30bb\u30b0\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3 \u30de\u30b9\u30af\u3001\u30ad\u30e3\u30d7\u30b7\u30e7\u30f3\u306a\u3069\u306e\u60c5\u5831\u304c\u542b\u307e\u308c\u307e\u3059\u3002<\/p>\n<p>\u305f\u3060\u3057\u3001COCO \u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u4f7f\u7528\u3057\u305f\u30e2\u30c7\u30eb\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u306b\u306f\u8ab2\u984c\u304c\u4f34\u3044\u307e\u3059\u3002\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306b\u306f\u30af\u30e9\u30b9\u306e\u4e0d\u5747\u8861\u306b\u3088\u308b\u56fa\u6709\u306e\u30d0\u30a4\u30a2\u30b9\u304c\u3042\u308a\u3001\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306b\u5f71\u97ff\u3092\u4e0e\u3048\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>COCO \u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u69cb\u9020\u3092\u8abf\u67fb\u3057\u3001\u3053\u308c\u3089\u306e\u8ab2\u984c\u3092\u7406\u89e3\u3059\u308b\u3053\u3068\u306f\u3001\u30e2\u30c7\u30eb\u3092\u52b9\u679c\u7684\u306b\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3057\u3001\u6b63\u78ba\u306a\u7d50\u679c\u3092\u9054\u6210\u3059\u308b\u305f\u3081\u306b\u91cd\u8981\u3067\u3059\u3002<\/p>\n<p><h2>COCO \u30c7\u30fc\u30bf\u30bb\u30c3\u30c8 \u30af\u30e9\u30b9<\/h2><\/p>\n<p>COCO \u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306f\u3001\u7269\u30af\u30e9\u30b9\u3068\u7269\u30af\u30e9\u30b9\u306e\u4e21\u65b9\u3092\u542b\u3080\u30aa\u30d6\u30b8\u30a7\u30af\u30c8 \u30ab\u30c6\u30b4\u30ea\u306e\u5305\u62ec\u7684\u306a\u30b3\u30ec\u30af\u30b7\u30e7\u30f3\u3092\u63d0\u4f9b\u3057\u3001\u3055\u307e\u3056\u307e\u306a\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30fc \u30d3\u30b8\u30e7\u30f3 \u30bf\u30b9\u30af\u306b\u3068\u3063\u3066\u8cb4\u91cd\u306a\u30ea\u30bd\u30fc\u30b9\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u7269\u30af\u30e9\u30b9\u306b\u306f\u52d5\u7269\u3001\u4e57\u308a\u7269\u3001\u5bb6\u5ead\u7528\u54c1\u306a\u3069\u306e\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u304c\u542b\u307e\u308c\u307e\u3059\u304c\u3001\u7269\u30af\u30e9\u30b9\u306f\u7a7a\u3001\u6c34\u3001\u9053\u8def\u306a\u3069\u306e\u80cc\u666f\u307e\u305f\u306f\u74b0\u5883\u30a2\u30a4\u30c6\u30e0\u3067\u69cb\u6210\u3055\u308c\u307e\u3059\u3002<\/p>\n<p>\u3053\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306f\u3001\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u691c\u51fa\u3001\u30b9\u30bf\u30c3\u30d5\u753b\u50cf\u30bb\u30b0\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\u3001\u30d1\u30ce\u30d7\u30c6\u30a3\u30c3\u30af \u30bb\u30b0\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\u3001\u5bc6\u30dd\u30fc\u30ba\u3001\u304a\u3088\u3073\u30ad\u30fc\u30dd\u30a4\u30f3\u30c8 \u30a2\u30ce\u30c6\u30fc\u30b7\u30e7\u30f3\u306e\u305f\u3081\u306e\u30a2\u30ce\u30c6\u30fc\u30b7\u30e7\u30f3\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/p>\n<p>\u305f\u3060\u3057\u3001COCO \u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306b\u306f\u30af\u30e9\u30b9\u306e\u4e0d\u5747\u8861\u306b\u3088\u308b\u56fa\u6709\u306e\u30d0\u30a4\u30a2\u30b9\u304c\u3042\u308a\u3001\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3068\u8a55\u4fa1\u306b\u5f71\u97ff\u3092\u4e0e\u3048\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>COCO \u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3067\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3055\u308c\u305f\u30e2\u30c7\u30eb\u306e\u516c\u5e73\u304b\u3064\u6b63\u78ba\u306a\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u78ba\u4fdd\u3059\u308b\u306b\u306f\u3001\u3053\u306e\u30af\u30e9\u30b9\u306e\u4e0d\u5747\u8861\u3092\u5206\u6790\u3059\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n<p><h2>COCO \u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u4f7f\u7528\u6cd5<\/h2><\/p>\n<p>COCO \u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u4e00\u822c\u7684\u306a\u7528\u9014\u306e 1 \u3064\u306f\u3001\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30fc \u30d3\u30b8\u30e7\u30f3 \u30e2\u30c7\u30eb\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3068\u8a55\u4fa1\u306e\u30d9\u30fc\u30b9\u30e9\u30a4\u30f3\u3068\u3057\u3066\u4f7f\u7528\u3055\u308c\u308b\u3053\u3068\u3067\u3059\u3002\u3053\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306f\u3055\u307e\u3056\u307e\u306a\u753b\u50cf\u3068\u6ce8\u91c8\u3092\u63d0\u4f9b\u3059\u308b\u305f\u3081\u3001\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u691c\u51fa\u3001\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9 \u30bb\u30b0\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\u3001\u30bb\u30de\u30f3\u30c6\u30a3\u30c3\u30af \u30bb\u30b0\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\u306a\u3069\u306e\u3055\u307e\u3056\u307e\u306a\u30bf\u30b9\u30af\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>COCO \u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u4f7f\u7528\u6cd5\u306b\u95a2\u3059\u308b 4 \u3064\u306e\u91cd\u8981\u306a\u5074\u9762\u3092\u6b21\u306b\u793a\u3057\u307e\u3059\u3002<\/p>\n<ul>\n<li>COCO \u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u504f\u308a: \u7814\u7a76\u8005\u3089\u306f\u3001\u7279\u306b\u30af\u30e9\u30b9\u306e\u4e0d\u5747\u8861\u306e\u89b3\u70b9\u304b\u3089\u3001COCO \u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306b\u504f\u308a\u304c\u5b58\u5728\u3059\u308b\u3053\u3068\u3092\u5f37\u8abf\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u30d0\u30a4\u30a2\u30b9\u306f\u3001\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3067\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3055\u308c\u305f\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306b\u5f71\u97ff\u3092\u4e0e\u3048\u3001\u7d50\u679c\u304c\u6b6a\u3080\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/li>\n<li>COCO \u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u4f7f\u7528\u3057\u305f\u30c7\u30fc\u30bf\u62e1\u5f35\u624b\u6cd5: \u30d0\u30a4\u30a2\u30b9\u3092\u8efd\u6e1b\u3057\u3001\u30e2\u30c7\u30eb\u306e\u4e00\u822c\u5316\u3092\u5411\u4e0a\u3055\u305b\u308b\u305f\u3081\u306b\u3001\u30c7\u30fc\u30bf\u62e1\u5f35\u624b\u6cd5\u3092\u4f7f\u7528\u3067\u304d\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u624b\u6cd5\u306b\u306f\u3001\u56de\u8ee2\u3001\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u3001\u53cd\u8ee2\u306a\u3069\u306e\u64cd\u4f5c\u3092\u9069\u7528\u3057\u3066\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u5909\u63db\u3059\u308b\u3053\u3068\u304c\u542b\u307e\u308c\u307e\u3059\u3002 COCO \u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u62e1\u5f35\u3059\u308b\u3068\u3001\u30af\u30e9\u30b9\u306e\u4e0d\u5747\u8861\u306b\u5bfe\u51e6\u3057\u3001\u30e2\u30c7\u30eb\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u5411\u4e0a\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/li>\n<li>\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30fc \u30d3\u30b8\u30e7\u30f3 \u30e2\u30c7\u30eb\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0: COCO \u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306f\u3001\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30fc \u30d3\u30b8\u30e7\u30f3 \u30e2\u30c7\u30eb\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3068\u5fae\u8abf\u6574\u306e\u305f\u3081\u306e\u8cb4\u91cd\u306a\u30ea\u30bd\u30fc\u30b9\u3068\u3057\u3066\u6a5f\u80fd\u3057\u307e\u3059\u3002\u7814\u7a76\u8005\u306f\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u30a2\u30ce\u30c6\u30fc\u30b7\u30e7\u30f3\u3092\u5229\u7528\u3057\u3066\u3001\u753b\u50cf\u5185\u306e\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u3092\u6b63\u78ba\u306b\u691c\u51fa\u304a\u3088\u3073\u5206\u985e\u3067\u304d\u308b\u30e2\u30c7\u30eb\u3092\u958b\u767a\u3067\u304d\u307e\u3059\u3002<\/li>\n<li>\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30fc \u30d3\u30b8\u30e7\u30f3 \u30e2\u30c7\u30eb\u306e\u8a55\u4fa1: COCO \u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u7814\u7a76\u8005\u306f\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30fc \u30d3\u30b8\u30e7\u30f3 \u30e2\u30c7\u30eb\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u8a55\u4fa1\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002\u30e2\u30c7\u30eb\u306e\u4e88\u6e2c\u3092\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306b\u63d0\u4f9b\u3055\u308c\u3066\u3044\u308b\u30b0\u30e9\u30a6\u30f3\u30c9 \u30c8\u30a5\u30eb\u30fc\u30b9\u306e\u6ce8\u91c8\u3068\u6bd4\u8f03\u3059\u308b\u3053\u3068\u3067\u3001\u7814\u7a76\u8005\u306f\u30e2\u30c7\u30eb\u306e\u7cbe\u5ea6\u3001\u7cbe\u5ea6\u3001\u518d\u73fe\u7387\u3092\u8a55\u4fa1\u3067\u304d\u307e\u3059\u3002<\/li>\n<\/ul>\n<p><h2>COCO \u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306b\u3088\u308b\u7269\u4f53\u691c\u51fa<\/h2><\/p>\n<p>COCO \u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306f\u3001\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30fc \u30d3\u30b8\u30e7\u30f3 \u30e2\u30c7\u30eb\u3067\u306e\u7269\u4f53\u691c\u51fa\u306b\u3069\u306e\u7a0b\u5ea6\u5229\u7528\u3067\u304d\u307e\u3059\u304b?<\/p>\n<p>COCO \u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306f\u3001\u7269\u4f53\u691c\u51fa\u30e2\u30c7\u30eb\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3059\u308b\u305f\u3081\u306e\u8cb4\u91cd\u306a\u30ea\u30bd\u30fc\u30b9\u3067\u3059\u3002 80 \u306e\u7570\u306a\u308b\u30aa\u30d6\u30b8\u30a7\u30af\u30c8 \u30ab\u30c6\u30b4\u30ea\u306b\u5883\u754c\u30dc\u30c3\u30af\u30b9\u306e\u6ce8\u91c8\u3092\u63d0\u4f9b\u3059\u308b\u305f\u3081\u3001\u753b\u50cf\u5185\u306e\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u3092\u691c\u51fa\u3057\u3066\u5206\u985e\u3059\u308b\u305f\u3081\u306e\u30e2\u30c7\u30eb\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>COCO \u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3067\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u304a\u3088\u3073\u8a55\u4fa1\u3055\u308c\u305f\u4eba\u6c17\u306e\u3042\u308b\u30e2\u30c7\u30eb\u306e 1 \u3064\u306f\u3001YOLO v3 \u3067\u3059\u3002 YOLO v3 \u306f\u3001\u9ad8\u901f\u304b\u3064\u6b63\u78ba\u306a\u7269\u4f53\u691c\u51fa\u6a5f\u80fd\u3067\u77e5\u3089\u308c\u3066\u304a\u308a\u3001\u7814\u7a76\u8005\u3084\u958b\u767a\u8005\u306b\u3068\u3063\u3066\u4eba\u6c17\u306e\u9078\u629e\u80a2\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u7269\u4f53\u691c\u51fa\u306b\u4f7f\u7528\u3067\u304d\u308b\u3082\u3046 1 \u3064\u306e\u30e2\u30c7\u30eb\u306f Faster R-CNN \u3067\u3059\u3002\u3053\u308c\u306f\u3001\u7cbe\u5ea6\u304c\u9ad8\u3044\u3053\u3068\u3067\u77e5\u3089\u308c\u3066\u3044\u307e\u3059\u304c\u3001YOLO v3 \u3068\u6bd4\u8f03\u3057\u3066\u63a8\u8ad6\u901f\u5ea6\u304c\u9045\u3044\u3053\u3068\u3067\u77e5\u3089\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p><h2>COCO \u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u4f7f\u7528\u3057\u305f\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u306e\u30bb\u30b0\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3<\/h2><\/p>\n<p>\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30fc \u30d3\u30b8\u30e7\u30f3\u306b\u304a\u3051\u308b\u91cd\u8981\u306a\u30bf\u30b9\u30af\u3067\u3042\u308b\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u306e\u30bb\u30b0\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\u306f\u3001COCO \u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u304c\u63d0\u4f9b\u3059\u308b\u5305\u62ec\u7684\u306a\u30a2\u30ce\u30c6\u30fc\u30b7\u30e7\u30f3\u3092\u4f7f\u7528\u3057\u3066\u52b9\u679c\u7684\u306b\u5b9f\u884c\u3067\u304d\u307e\u3059\u3002\u3053\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306f\u3001\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u306e\u30bb\u30b0\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3 \u30bf\u30b9\u30af\u306e\u30e2\u30c7\u30eb\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3059\u308b\u305f\u3081\u306e\u8cb4\u91cd\u306a\u30ea\u30bd\u30fc\u30b9\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/p>\n<p>\u3053\u3053\u3067\u306f\u3001\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30fc \u30d3\u30b8\u30e7\u30f3\u306b\u304a\u3051\u308b\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9 \u30bb\u30b0\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\u624b\u6cd5\u3068\u3001COCO \u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u4f7f\u7528\u3057\u305f\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9 \u30bb\u30b0\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u95a2\u3059\u308b 4 \u3064\u306e\u91cd\u8981\u306a\u30dd\u30a4\u30f3\u30c8\u3092\u793a\u3057\u307e\u3059\u3002<\/p>\n<ol>\n<li>\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u306e\u8b58\u5225: \u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u306e\u30bb\u30b0\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\u306b\u3088\u308a\u3001\u753b\u50cf\u5185\u306e\u500b\u3005\u306e\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u306e\u8b58\u5225\u3068\u5206\u96e2\u304c\u53ef\u80fd\u306b\u306a\u308a\u3001\u5404\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u306b\u4e00\u610f\u306e\u30e9\u30d9\u30eb\u304c\u4ed8\u3051\u3089\u308c\u307e\u3059\u3002<\/li>\n<li>\u6b63\u78ba\u306a\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u5883\u754c: COCO \u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u30bb\u30b0\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3 \u30de\u30b9\u30af \u30a2\u30ce\u30c6\u30fc\u30b7\u30e7\u30f3\u3092\u5229\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9 \u30bb\u30b0\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3 \u30e2\u30c7\u30eb\u306f\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u3092\u30d4\u30af\u30bb\u30eb \u30ec\u30d9\u30eb\u3067\u6b63\u78ba\u306b\u30bb\u30b0\u30e1\u30f3\u30c8\u5316\u3057\u3001\u6b63\u78ba\u306a\u5883\u754c\u3092\u5f97\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/li>\n<li>\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u8ffd\u8de1: COCO \u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u30a2\u30ce\u30c6\u30fc\u30b7\u30e7\u30f3\u306b\u3088\u308a\u3001\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9 \u30bb\u30b0\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3 \u30e2\u30c7\u30eb\u304c\u30d5\u30ec\u30fc\u30e0\u5168\u4f53\u3067\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u3092\u8ffd\u8de1\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u3001\u30d3\u30c7\u30aa\u5206\u6790\u3084\u76e3\u8996\u306a\u3069\u306e\u30bf\u30b9\u30af\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002<\/li>\n<li>\u73fe\u5b9f\u4e16\u754c\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3: COCO \u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u4f7f\u7528\u3057\u305f\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9 \u30bb\u30b0\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\u306b\u306f\u3001\u81ea\u52d5\u904b\u8ee2\u3001\u30ed\u30dc\u30c3\u30c8\u5de5\u5b66\u3001\u533b\u7642\u753b\u50cf\u51e6\u7406\u3001\u8907\u96d1\u306a\u30b7\u30fc\u30f3\u3067\u306e\u7269\u4f53\u8a8d\u8b58\u306a\u3069\u3001\u3055\u307e\u3056\u307e\u306a\u5b9f\u7528\u7684\u306a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u304c\u3042\u308a\u307e\u3059\u3002<\/li>\n<\/ol>\n<p><h2>COCO \u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u4f7f\u7528\u3057\u305f\u30e2\u30c7\u30eb\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0<\/h2><\/p>\n<p>COCO \u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u4f7f\u7528\u3057\u3066\u30e2\u30c7\u30eb\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3059\u308b\u5834\u5408\u3001\u63d0\u4f9b\u3055\u308c\u308b\u5305\u62ec\u7684\u306a\u30a2\u30ce\u30c6\u30fc\u30b7\u30e7\u30f3\u3068\u591a\u69d8\u306a\u753b\u50cf\u30ab\u30c6\u30b4\u30ea\u3092\u5229\u7528\u3059\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002\u6700\u9069\u306a\u7d50\u679c\u3092\u9054\u6210\u3059\u308b\u305f\u3081\u306b\u3001\u8ee2\u79fb\u5b66\u7fd2\u3001\u30c7\u30fc\u30bf\u62e1\u5f35\u3001\u5fae\u8abf\u6574\u306a\u3069\u306e\u3055\u307e\u3056\u307e\u306a\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u624b\u6cd5\u3092\u4f7f\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u8ee2\u79fb\u5b66\u7fd2\u306b\u3088\u308a\u3001\u30e2\u30c7\u30eb\u306f\u4ed6\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u304b\u3089\u4e8b\u524d\u306b\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3055\u308c\u305f\u91cd\u307f\u3092\u6d3b\u7528\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u3001COCO \u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u4e00\u822c\u5316\u3057\u3066\u5b66\u7fd2\u3059\u308b\u80fd\u529b\u304c\u5f37\u5316\u3055\u308c\u307e\u3059\u3002\u56de\u8ee2\u3001\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u3001\u53cd\u8ee2\u306a\u3069\u306e\u30c7\u30fc\u30bf\u62e1\u5f35\u624b\u6cd5\u3092\u9069\u7528\u3059\u308b\u3068\u3001\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0 \u30c7\u30fc\u30bf\u306e\u591a\u69d8\u6027\u3092\u9ad8\u3081\u3001\u30e2\u30c7\u30eb\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u5411\u4e0a\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u3055\u3089\u306b\u3001\u5fae\u8abf\u6574\u3092\u4f7f\u7528\u3057\u3066\u3001COCO \u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u4f7f\u7528\u3057\u305f\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u691c\u51fa\u3084\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u306e\u30bb\u30b0\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\u306e\u7279\u5b9a\u306e\u30bf\u30b9\u30af\u306b\u4e8b\u524d\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3055\u308c\u305f\u30e2\u30c7\u30eb\u3092\u9069\u5fdc\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3055\u308c\u305f\u30e2\u30c7\u30eb\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u8a55\u4fa1\u3059\u308b\u306b\u306f\u3001\u5e73\u5747\u5e73\u5747\u7cbe\u5ea6 (mAP) \u3084\u4ea4\u5dee\u30aa\u30fc\u30d0\u30fc\u30e6\u30cb\u30aa\u30f3 (IoU) \u306a\u3069\u306e\u8a55\u4fa1\u30e1\u30c8\u30ea\u30af\u30b9\u3092\u4f7f\u7528\u3057\u3066\u3001\u4e88\u6e2c\u5883\u754c\u30dc\u30c3\u30af\u30b9\u3068\u30b0\u30e9\u30a6\u30f3\u30c9 \u30c8\u30a5\u30eb\u30fc\u30b9\u5883\u754c\u30dc\u30c3\u30af\u30b9\u9593\u306e\u7cbe\u5ea6\u3068\u91cd\u8907\u3092\u6e2c\u5b9a\u3067\u304d\u307e\u3059\u3002<\/p>\n<p><h2>\u3088\u304f\u3042\u308b\u8cea\u554f<\/h2><h3>COCO \u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306b\u306f\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u691c\u51fa\u30bf\u30b9\u30af\u7528\u306e\u30a2\u30ce\u30c6\u30fc\u30b7\u30e7\u30f3\u304c\u3069\u306e\u3088\u3046\u306b\u4ed8\u3051\u3089\u308c\u307e\u3059\u304b?<\/h3><\/p>\n<p>COCO \u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306b\u306f\u3001\u753b\u50cf\u5185\u306e\u5404\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u306e\u5883\u754c\u30dc\u30c3\u30af\u30b9\u5ea7\u6a19\u3068\u30af\u30e9\u30b9 \u30e9\u30d9\u30eb\u3092\u63d0\u4f9b\u3059\u308b\u3053\u3068\u3067\u3001\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u691c\u51fa\u30bf\u30b9\u30af\u7528\u306e\u30a2\u30ce\u30c6\u30fc\u30b7\u30e7\u30f3\u304c\u4ed8\u3051\u3089\u308c\u307e\u3059\u3002\u3053\u306e\u6ce8\u91c8\u30d7\u30ed\u30bb\u30b9\u306b\u306f\u3001\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u306e\u5468\u56f2\u306b\u624b\u52d5\u3067\u56db\u89d2\u5f62\u3092\u63cf\u753b\u3057\u3001\u305d\u308c\u3089\u306b\u5bfe\u5fdc\u3059\u308b\u30ab\u30c6\u30b4\u30ea\u306e\u30e9\u30d9\u30eb\u3092\u4ed8\u3051\u308b\u3053\u3068\u304c\u542b\u307e\u308c\u307e\u3059\u3002<\/p>\n<p>\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306b\u306f\u3001\u5404\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u306b\u30d4\u30af\u30bb\u30eb\u30ec\u30d9\u30eb\u306e\u6ce8\u91c8\u3092\u63d0\u4f9b\u3059\u308b\u30bb\u30b0\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3 \u30de\u30b9\u30af\u306a\u3069\u306e\u8ffd\u52a0\u60c5\u5831\u3082\u542b\u307e\u308c\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u30a2\u30ce\u30c6\u30fc\u30b7\u30e7\u30f3\u306f\u3001\u7269\u4f53\u691c\u51fa\u30e2\u30c7\u30eb\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3068\u8a55\u4fa1\u306e\u305f\u3081\u306e\u30b0\u30e9\u30a6\u30f3\u30c9 \u30c8\u30a5\u30eb\u30fc\u30b9 \u30c7\u30fc\u30bf\u3068\u3057\u3066\u6a5f\u80fd\u3057\u307e\u3059\u3002<\/p>\n<p>COCO \u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306f\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30fc \u30d3\u30b8\u30e7\u30f3 \u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u3067\u5e83\u304f\u4f7f\u7528\u3055\u308c\u3066\u304a\u308a\u3001\u6700\u5148\u7aef\u306e\u7269\u4f53\u691c\u51fa\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306e\u958b\u767a\u306b\u8ca2\u732e\u3057\u3066\u304d\u307e\u3057\u305f\u3002<\/p>\n<p><h3>\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30fc \u30d3\u30b8\u30e7\u30f3 \u30e2\u30c7\u30eb\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u306b COCO \u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u4f7f\u7528\u3059\u308b\u3053\u3068\u306b\u95a2\u9023\u3057\u305f\u5236\u9650\u3084\u8ab2\u984c\u306f\u3042\u308a\u307e\u3059\u304b?<\/h3><\/p>\n<p>\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30fc \u30d3\u30b8\u30e7\u30f3 \u30e2\u30c7\u30eb\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u306b COCO \u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u4f7f\u7528\u3059\u308b\u5834\u5408\u306b\u306f\u3001\u3044\u304f\u3064\u304b\u306e\u5236\u9650\u3068\u8ab2\u984c\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u5236\u9650\u306e 1 \u3064\u306f\u3001\u30af\u30e9\u30b9\u306e\u4e0d\u5747\u8861\u306b\u3088\u308b\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u5185\u306e\u56fa\u6709\u306e\u504f\u308a\u3067\u3042\u308a\u3001\u3053\u308c\u304c\u30e2\u30c7\u30eb\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306b\u5f71\u97ff\u3092\u4e0e\u3048\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u3055\u3089\u306b\u3001\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306f\u8003\u3048\u3089\u308c\u308b\u3059\u3079\u3066\u306e\u30aa\u30d6\u30b8\u30a7\u30af\u30c8 \u30ab\u30c6\u30b4\u30ea\u3092\u30ab\u30d0\u30fc\u3057\u3066\u3044\u306a\u3044\u53ef\u80fd\u6027\u3084\u3001\u73fe\u5b9f\u4e16\u754c\u306e\u591a\u69d8\u306a\u30b7\u30ca\u30ea\u30aa\u3092\u30ad\u30e3\u30d7\u30c1\u30e3\u3057\u3066\u3044\u306a\u3044\u53ef\u80fd\u6027\u304c\u3042\u308a\u3001\u4e00\u822c\u5316\u6a5f\u80fd\u306e\u4f4e\u4e0b\u306b\u3064\u306a\u304c\u308a\u307e\u3059\u3002<\/p>\n<p>\u3082\u3046 1 \u3064\u306e\u8ab2\u984c\u306f\u3001\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u30b5\u30a4\u30ba\u304c\u5927\u304d\u3044\u3053\u3068\u3067\u3042\u308a\u3001\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3068\u8a55\u4fa1\u306b\u591a\u5927\u306a\u8a08\u7b97\u30ea\u30bd\u30fc\u30b9\u3068\u6642\u9593\u3092\u5fc5\u8981\u3068\u3057\u307e\u3059\u3002<\/p>\n<p><h3>COCO \u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306f\u3001\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u306e\u691c\u51fa\u3068\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u306e\u30bb\u30b0\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\u4ee5\u5916\u306e\u30bf\u30b9\u30af\u306b\u3082\u4f7f\u7528\u3067\u304d\u307e\u3059\u304b?<\/h3><\/p>\n<p>COCO \u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306f\u3001\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u306e\u691c\u51fa\u3084\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u306e\u30bb\u30b0\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\u4ee5\u5916\u306e\u30bf\u30b9\u30af\u306b\u3082\u4f7f\u7528\u3067\u304d\u307e\u3059\u3002\u753b\u50cf\u30ad\u30e3\u30d7\u30b7\u30e7\u30f3\u3001\u30ad\u30fc\u30dd\u30a4\u30f3\u30c8\u63a8\u5b9a\u3001\u30d1\u30ce\u30d7\u30c6\u30a3\u30c3\u30af \u30bb\u30b0\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\u306a\u3069\u306e\u30bf\u30b9\u30af\u306b\u3082\u6d3b\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>COCO \u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3067\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3055\u308c\u305f\u30e2\u30c7\u30eb\u306f\u3001\u3053\u308c\u3089\u306e\u30bf\u30b9\u30af\u3067\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u8a55\u4fa1\u3067\u304d\u3001\u305d\u306e\u6a5f\u80fd\u3068\u9650\u754c\u306b\u3064\u3044\u3066\u306e\u8cb4\u91cd\u306a\u6d1e\u5bdf\u304c\u5f97\u3089\u308c\u307e\u3059\u3002<\/p>\n<p>COCO \u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u3053\u306e\u591a\u7528\u9014\u6027\u306b\u3088\u308a\u3001COCO \u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306f\u3001\u5e45\u5e83\u3044\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30fc \u30d3\u30b8\u30e7\u30f3 \u30e2\u30c7\u30eb\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3068\u8a55\u4fa1\u306b\u8cb4\u91cd\u306a\u30ea\u30bd\u30fc\u30b9\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n<p><h3>COCO \u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3067\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3055\u308c\u305f\u3001\u5229\u7528\u53ef\u80fd\u306a\u4e8b\u524d\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u6e08\u307f\u30e2\u30c7\u30eb\u306f\u3042\u308a\u307e\u3059\u304b?<\/h3><\/p>\n<p>\u306f\u3044\u3001COCO \u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3067\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3055\u308c\u305f\u3001\u5229\u7528\u53ef\u80fd\u306a\u4e8b\u524d\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u6e08\u307f\u30e2\u30c7\u30eb\u304c\u591a\u6570\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u3053\u308c\u3089\u306e\u30e2\u30c7\u30eb\u306f\u3001\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u691c\u51fa\u304a\u3088\u3073\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9 \u30bb\u30b0\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3 \u30bf\u30b9\u30af\u306b\u304a\u3044\u3066\u9ad8\u30ec\u30d9\u30eb\u306e\u7cbe\u5ea6\u3092\u9054\u6210\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u3053\u308c\u3089\u306f\u3001COCO \u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u72ec\u81ea\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u6d3b\u7528\u3057\u3088\u3046\u3068\u3057\u3066\u3044\u308b\u7814\u7a76\u8005\u3084\u5b9f\u52d9\u8005\u306b\u3068\u3063\u3066\u8cb4\u91cd\u306a\u30ea\u30bd\u30fc\u30b9\u3068\u3057\u3066\u6a5f\u80fd\u3057\u307e\u3059\u3002<\/p>\n<p><h3>\u7814\u7a76\u3084\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3067\u4f7f\u7528\u3059\u308b\u305f\u3081\u306b COCO \u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306b\u30a2\u30af\u30bb\u30b9\u304a\u3088\u3073\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3059\u308b\u306b\u306f\u3069\u3046\u3059\u308c\u3070\u3088\u3044\u3067\u3059\u304b?<\/h3><\/p>\n<p>\u7814\u7a76\u3084\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u305f\u3081\u306b COCO \u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306b\u30a2\u30af\u30bb\u30b9\u3057\u3066\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3059\u308b\u306e\u306f\u7c21\u5358\u306a\u30d7\u30ed\u30bb\u30b9\u3067\u3059\u3002\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306b\u306f\u3001COCO \u306e\u516c\u5f0f Web \u30b5\u30a4\u30c8\u307e\u305f\u306f\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u30db\u30b9\u30c8\u3059\u308b\u4ed6\u306e\u30aa\u30f3\u30e9\u30a4\u30f3 \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u901a\u3058\u3066\u30a2\u30af\u30bb\u30b9\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3059\u308b\u306b\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u306f Web \u30b5\u30a4\u30c8\u306e\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9 \u30bb\u30af\u30b7\u30e7\u30f3\u306b\u79fb\u52d5\u3057\u3001\u76ee\u7684\u306e\u30c7\u30fc\u30bf\u5206\u5272 (\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3001\u691c\u8a3c\u3001\u307e\u305f\u306f\u30c6\u30b9\u30c8) \u3092\u9078\u629e\u3057\u307e\u3059\u3002\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306f\u3001\u7814\u7a76\u3084\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u7279\u5b9a\u306e\u8981\u4ef6\u306b\u5fdc\u3058\u3066\u3001\u753b\u50cf\u3001\u6ce8\u91c8\u3001\u524d\u51e6\u7406\u3055\u308c\u305f\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306a\u3069\u306e\u3055\u307e\u3056\u307e\u306a\u5f62\u5f0f\u3067\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3067\u304d\u307e\u3059\u3002<\/p>\n<p><h2>\u7d50\u8ad6<\/h2><\/p>\n<p>\u7d50\u8ad6\u3068\u3057\u3066\u3001COCO \u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306f\u3001\u3055\u307e\u3056\u307e\u306a\u30bf\u30b9\u30af\u306b\u6ce8\u91c8\u4ed8\u304d\u306e\u753b\u50cf\u306e\u81a8\u5927\u306a\u30b3\u30ec\u30af\u30b7\u30e7\u30f3\u3092\u63d0\u4f9b\u3059\u308b\u3001\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30fc \u30d3\u30b8\u30e7\u30f3\u7814\u7a76\u306b\u3068\u3063\u3066\u975e\u5e38\u306b\u8cb4\u91cd\u306a\u30ea\u30bd\u30fc\u30b9\u3067\u3059\u3002\u305d\u306e\u968e\u5c64\u69cb\u9020\u3001\u5e83\u7bc4\u306a\u6ce8\u91c8\u3001\u304a\u3088\u3073\u3055\u307e\u3056\u307e\u306a\u30bf\u30a4\u30d7\u306e\u6ce8\u91c8\u306e\u7d44\u307f\u8fbc\u307f\u306b\u3088\u308a\u3001\u6700\u5148\u7aef\u306e\u30e2\u30c7\u30eb\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3068\u8a55\u4fa1\u306e\u305f\u3081\u306e\u5305\u62ec\u7684\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u56fa\u6709\u306e\u30d0\u30a4\u30a2\u30b9\u306f\u5b58\u5728\u3057\u307e\u3059\u304c\u3001COCO \u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306f\u3001\u7279\u306b\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u691c\u51fa\u3001\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9 \u30bb\u30b0\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\u3001\u30bb\u30de\u30f3\u30c6\u30a3\u30c3\u30af \u30bb\u30b0\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\u306b\u304a\u3044\u3066\u3001\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30fc \u30d3\u30b8\u30e7\u30f3\u306e\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3068\u6280\u8853\u3092\u9032\u6b69\u3055\u305b\u308b\u305f\u3081\u306e\u57fa\u672c\u7684\u306a\u30c4\u30fc\u30eb\u3067\u3042\u308a\u7d9a\u3051\u3066\u3044\u307e\u3059\u3002<\/p>","protected":false},"excerpt":{"rendered":"<p>The COCO dataset&#44; a comprehensive collection of over 330&#44;000 meticulously annotated images&#44; has emerged as a vital resource for computer vision research and development. With its precise object categories and descriptive captions&#44; this dataset serves as a cornerstone for training and evaluating cutting-edge models in tasks such as object detection&#44; segmentation&#44; and captioning. Despite potential biases&#44; the COCO dataset remains an indispensable tool for advancing the field of computer vision and empowering researchers and practitioners in their quest for innovative solutions. Key Takeaways The COCO dataset is a large-scale image recognition dataset for object detection&#44; segmentation&#44; and captioning tasks. It contains over 330&#44;000 images&#44; each annotated with 80 object categories [&hellip;]<\/p>","protected":false},"author":4,"featured_media":14296,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"footnotes":""},"categories":[16],"tags":[],"class_list":["post-13927","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-artificial-intelligence"],"blocksy_meta":[],"featured_image_urls":{"full":["https:\/\/www.datalabelify.com\/wp-content\/uploads\/2023\/01\/COCO-dataset.jpg",2240,1260,false],"thumbnail":["https:\/\/www.datalabelify.com\/wp-content\/uploads\/2023\/01\/COCO-dataset-150x150.jpg",150,150,true],"medium":["https:\/\/www.datalabelify.com\/wp-content\/uploads\/2023\/01\/COCO-dataset-300x169.jpg",300,169,true],"medium_large":["https:\/\/www.datalabelify.com\/wp-content\/uploads\/2023\/01\/COCO-dataset-768x432.jpg",768,432,true],"large":["https:\/\/www.datalabelify.com\/wp-content\/uploads\/2023\/01\/COCO-dataset-1024x576.jpg",1024,576,true],"1536x1536":["https:\/\/www.datalabelify.com\/wp-content\/uploads\/2023\/01\/COCO-dataset-1536x864.jpg",1536,864,true],"2048x2048":["https:\/\/www.datalabelify.com\/wp-content\/uploads\/2023\/01\/COCO-dataset-2048x1152.jpg",2048,1152,true],"trp-custom-language-flag":["https:\/\/www.datalabelify.com\/wp-content\/uploads\/2023\/01\/COCO-dataset-18x10.jpg",18,10,true],"ultp_layout_landscape_large":["https:\/\/www.datalabelify.com\/wp-content\/uploads\/2023\/01\/COCO-dataset-1200x800.jpg",1200,800,true],"ultp_layout_landscape":["https:\/\/www.datalabelify.com\/wp-content\/uploads\/2023\/01\/COCO-dataset-870x570.jpg",870,570,true],"ultp_layout_portrait":["https:\/\/www.datalabelify.com\/wp-content\/uploads\/2023\/01\/COCO-dataset-600x900.jpg",600,900,true],"ultp_layout_square":["https:\/\/www.datalabelify.com\/wp-content\/uploads\/2023\/01\/COCO-dataset-600x600.jpg",600,600,true],"yarpp-thumbnail":["https:\/\/www.datalabelify.com\/wp-content\/uploads\/2023\/01\/COCO-dataset-120x120.jpg",120,120,true]},"post_excerpt_stackable":"<p>The COCO dataset&#44; a comprehensive collection of over 330&#44;000 meticulously annotated images&#44; has emerged as a vital resource for computer vision research and development. With its precise object categories and descriptive captions&#44; this dataset serves as a cornerstone for training and evaluating cutting-edge models in tasks such as object detection&#44; segmentation&#44; and captioning. Despite potential biases&#44; the COCO dataset remains an indispensable tool for advancing the field of computer vision and empowering researchers and practitioners in their quest for innovative solutions. Key Takeaways The COCO dataset is a large-scale image recognition dataset for object detection&#44; segmentation&#44; and captioning tasks. It&hellip;<\/p>\n","category_list":"<a href=\"https:\/\/www.datalabelify.com\/ja\/category\/artificial-intelligence\/\" rel=\"category tag\">Artificial intelligence<\/a>","author_info":{"name":"Drew Banks","url":"https:\/\/www.datalabelify.com\/ja\/author\/drewbanks\/"},"comments_num":"0 comments","_links":{"self":[{"href":"https:\/\/www.datalabelify.com\/ja\/wp-json\/wp\/v2\/posts\/13927","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.datalabelify.com\/ja\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.datalabelify.com\/ja\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.datalabelify.com\/ja\/wp-json\/wp\/v2\/users\/4"}],"replies":[{"embeddable":true,"href":"https:\/\/www.datalabelify.com\/ja\/wp-json\/wp\/v2\/comments?post=13927"}],"version-history":[{"count":1,"href":"https:\/\/www.datalabelify.com\/ja\/wp-json\/wp\/v2\/posts\/13927\/revisions"}],"predecessor-version":[{"id":14087,"href":"https:\/\/www.datalabelify.com\/ja\/wp-json\/wp\/v2\/posts\/13927\/revisions\/14087"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.datalabelify.com\/ja\/wp-json\/wp\/v2\/media\/14296"}],"wp:attachment":[{"href":"https:\/\/www.datalabelify.com\/ja\/wp-json\/wp\/v2\/media?parent=13927"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.datalabelify.com\/ja\/wp-json\/wp\/v2\/categories?post=13927"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.datalabelify.com\/ja\/wp-json\/wp\/v2\/tags?post=13927"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}