{"id":4945,"date":"2020-06-12T22:05:28","date_gmt":"2020-06-12T13:05:28","guid":{"rendered":"https:\/\/transynk.co.jp\/?post_type=blog&p=4945"},"modified":"2024-09-17T22:25:38","modified_gmt":"2024-09-17T13:25:38","slug":"how-much-ai-training-data-do-you-need","status":"publish","type":"blog","link":"https:\/\/transynk.co.jp\/en\/blog\/how-much-ai-training-data-do-you-need\/","title":{"rendered":"\u6a5f\u68b0\u5b66\u7fd2\u306b\u306f\u3069\u308c\u304f\u3089\u3044\u306e\u5b66\u7fd2\u30c7\u30fc\u30bf\u304c\u5fc5\u8981\u304b\uff1f"},"content":{"rendered":"

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\u6a5f\u68b0\u5b66\u7fd2\u306e\u5b66\u7fd2\u6cd5<\/h4><\/div>

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\u30a2\u30ce\u30c6\u30fc\u30b7\u30e7\u30f3\u306e\u5fc5\u8981\u6027<\/h4><\/div>

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\u30a8\u30e9\u30fc\u8010\u6027<\/h4><\/div>

\u30d3\u30b8\u30cd\u30b9\u306b\u304a\u3051\u308b\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306e\u5f79\u5272\u3082\u30c7\u30fc\u30bf\u91cf\u306b\u5f71\u97ff\u3057\u307e\u3059\u3002\u5929\u6c17\u3092\u4e88\u6e2c\u3059\u308b\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306a\u308920%\u306e\u30a8\u30e9\u30fc\u7387\u306f\u8a31\u5bb9\u7bc4\u56f2\u3067\u3059\u304c\u3001\u5fc3\u81d3\u767a\u4f5c\u306e\u30ea\u30b9\u30af\u60a3\u8005\u3092\u691c\u51fa\u3059\u308b\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306e\u5834\u5408\u306f\u305d\u3046\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u5883\u754c\u6761\u4ef6\u3092\u6539\u5584\u3059\u308c\u3070\u3053\u306e\u30ea\u30b9\u30af\u306f\u4f4e\u6e1b\u3055\u308c\u307e\u3059\u3002\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u304c\u975e\u5e38\u306b\u30ea\u30b9\u30af\u56de\u907f\u7684\u3067\u3042\u308b\u304b\u3001\u30d3\u30b8\u30cd\u30b9\u306e\u6210\u529f\u306b\u4e0d\u53ef\u6b20\u306a\u3082\u306e\u3067\u3042\u308b\u306a\u3089\u3001\u5b8c\u74a7\u306a\u6027\u80fd\u3078\u306e\u8981\u6c42\u306b\u5fdc\u3048\u308b\u305f\u3081\u3001\u5fc5\u8981\u306a\u30c7\u30fc\u30bf\u91cf\u306f\u5897\u52a0\u3057\u307e\u3059\u3002<\/p>\n<\/div>

\u30a4\u30f3\u30d7\u30c3\u30c8\u306e\u591a\u69d8\u6027<\/h4><\/div>

\u6211\u3005\u306e\u66ae\u3089\u3057\u3066\u3044\u308b\u8907\u96d1\u306a\u793e\u4f1a\u3067\u306f\u3001\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306b\u3055\u307e\u3056\u307e\u306a\u30a4\u30f3\u30d7\u30c3\u30c8\u3092\u4e0e\u3048\u308b\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\u3002\u4f8b\u3048\u3070\u3001\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306f\u6539\u307e\u3063\u305f\u6587\u4f53\u3084\u304f\u3060\u3051\u305f\u6587\u4f53\u3001\u6587\u6cd5\u7684\u306b\u8aa4\u3063\u305f\u3082\u306e\u307e\u3067\u3001\u3055\u307e\u3056\u307e\u306a\u8a00\u8a9e\u3067\u66f8\u304b\u308c\u305f\u6587\u3092\u7406\u89e3\u3067\u304d\u306a\u3051\u308c\u3070\u306a\u308a\u307e\u305b\u3093\u3002\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306e\u30a4\u30f3\u30d7\u30c3\u30c8\u304c\u9ad8\u5ea6\u306b\u5236\u5fa1\u3055\u308c\u308b\u306e\u3067\u306a\u3051\u308c\u3070\u3001\u3053\u306e\u4e88\u6e2c\u4e0d\u53ef\u80fd\u306a\u74b0\u5883\u3067\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u95a2\u6570\u3092\u652f\u63f4\u3059\u308b\u306e\u306b\u3088\u308a\u591a\u304f\u306e\u30c7\u30fc\u30bf\u304c\u5fc5\u8981\u3068\u306a\u308a\u307e\u3059\u3002
\n\u6700\u7d42\u7684\u306b\u306f\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u30ea\u30fc\u30c0\u30fc\u304c\u3053\u308c\u3089\u306e\u8981\u7d20\u3092\u8abf\u6574\u3057\u3066\u72ec\u81ea\u306e\u76ee\u6a19\u3092\u898b\u3064\u3051\u306a\u3051\u308c\u3070\u306a\u308a\u307e\u305b\u3093\u3002\u4ee5\u4e0a\u3092\u5ff5\u982d\u306b\u304a\u3044\u3066\u3001\u30c7\u30fc\u30bf\u306e\u5fc5\u8981\u91cf\u3092\u5224\u5b9a\u3059\u308b\u65b9\u6cd5\u3092\u3044\u304f\u3064\u304b\u307f\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/p>\n<\/div>

\u5fc5\u8981\u306a\u5b66\u7fd2\u30c7\u30fc\u30bf\u91cf\u306e\u8a08\u7b97\u65b9\u6cd5\u306f?<\/h3><\/div>

\u4efb\u610f\u306e\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u304c\u5fc5\u8981\u3068\u3059\u308b\u6b63\u78ba\u306a\u30c7\u30fc\u30bf\u30dd\u30a4\u30f3\u30c8\u306e\u306a\u6570\u3092\u6c7a\u5b9a\u3059\u308b\u306e\u306f\u307b\u3068\u3093\u3069\u4e0d\u53ef\u80fd\u3067\u3059\u3002\u5e78\u3044\u306a\u3053\u3068\u306b\u3001\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u5206\u6790\u306b\u57fa\u3065\u3044\u305f\u4e00\u822c\u7684\u8a55\u4fa1\u304b\u3089\u59cb\u3081\u308b\u306e\u3067\u3082\u5341\u5206\u3067\u3059\u3002\u4e00\u822c\u7684\u306a\u65b9\u6cd5\u3068\u3057\u3066\u306f\u3001\u300c\u5341\u306e\u6cd5\u5247\u300d\u3068\u300c\u5b66\u7fd2\u30ab\u30fc\u30d6\u300d\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n

    \n
  • \u5341\u306e\u6cd5\u5247<\/strong>: \u4e00\u822c\u8ad6\u3068\u3057\u3066\u826f\u304f\u3044\u308f\u308c\u308b\u306e\u304c\u3001\u6a5f\u68b0\u5b66\u7fd2\u306b\u306f\u3001\u30e2\u30c7\u30eb\u306e\u30d1\u30e9\u30e1\u30fc\u30bf\u6570\u306e10\u500d\u306e\u5b66\u7fd2\u30c7\u30fc\u30bf\u304c\u5fc5\u8981\u3063\u3066\u3053\u3068\u3067\u3059\u3002\u81ea\u7531\u5ea6\u306f\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306e\u30a2\u30a6\u30c8\u30d7\u30c3\u30c8\u306b\u5f71\u97ff\u3059\u308b\u30d1\u30e9\u30e1\u30fc\u30bf\u30fc\u3067\u3042\u308a\u3001\u3042\u308b\u30c7\u30fc\u30bf\u30dd\u30a4\u30f3\u30c8\u306e\u5c5e\u6027\u3067\u3082\u3042\u308a\u3001\u3088\u308a\u7c21\u5358\u306b\u8a00\u3046\u3068\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u30ab\u30e9\u30e0\u3067\u3082\u3042\u308a\u307e\u3059\u3002\u5341\u306e\u6cd5\u5247\u306f\u3053\u306e\u3088\u3046\u306a\u5408\u6210\u30d1\u30e9\u30e1\u30fc\u30bf\u30fc\u304c\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306e\u30a4\u30f3\u30d7\u30c3\u30c8\u306b\u3082\u305f\u3089\u3059\u3070\u3089\u3064\u304d\u3092\u88dc\u511f\u3059\u308b\u3053\u3068\u3092\u76ee\u7684\u3068\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u306f\u8907\u96d1\u306a\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306b\u3064\u3044\u3066\u306f\u7b54\u3048\u3088\u3046\u306e\u306a\u3044\u5225\u306e\u554f\u984c\u306b\u3064\u3044\u3066\u306e\u8b70\u8ad6\u3092\u898b\u76f4\u3059\u3060\u3051\u3067\u307b\u3068\u3093\u3069\u5f79\u306b\u7acb\u3061\u307e\u305b\u3093\u3002\u3057\u304b\u3057\u3001\u3053\u306e\u6cd5\u5247\u306b\u3088\u3063\u3066\u5373\u5ea7\u306b\u63d0\u793a\u3055\u308c\u308b\u898b\u7a4d\u3082\u308a\u306f\u3001\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u52d5\u304b\u3059\u306e\u306b\u306f\u5341\u5206\u306a\u3082\u306e\u3067\u3059\u3002<\/li>\n
  • \u5b66\u7fd2\u30ab\u30fc\u30d6<\/strong>: \u65e2\u306b\u3044\u304f\u3089\u304b\u306e\u30c7\u30fc\u30bf\u304c\u3042\u308b\u3082\u306e\u306e\u3001\u3082\u3046\u5c11\u3057\u591a\u304f\u306e\u30a8\u30d3\u30c7\u30f3\u30b9\u306b\u57fa\u3065\u3044\u3066\u6c7a\u5b9a\u3092\u4e0b\u3057\u305f\u3044\u5834\u5408\u306f\u3001\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u898f\u6a21\u306b\u57fa\u3065\u3044\u3066\u6a5f\u68b0\u5b66\u7fd2\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306e\u80fd\u529b\u3092\u8a55\u4fa1\u3059\u308b\u3053\u3068\u3092\u691c\u8a0e\u3057\u3066\u307f\u3066\u3082\u3088\u3044\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002\u30b0\u30e9\u30d5\u306b\u7d50\u679c\u3092\u4f5c\u56f3\u3059\u308b\u3053\u3068\u3067\u3001\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u898f\u6a21\u3068\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306e\u30b9\u30ad\u30eb\u306e\u95a2\u9023\u6027\u3092\u5272\u308a\u51fa\u305b\u307e\u3059\u3057\u3001\u305d\u308c\u4ee5\u4e0a\u30c7\u30fc\u30bf\u3092\u4e0e\u3048\u308b\u3068\u30ea\u30bf\u30fc\u30f3\u304c\u6e1b\u5c11\u3059\u308b\u3068\u3044\u3046\u70b9\u3092\u7279\u5b9a\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u308b\u306f\u305a\u3067\u3059\u3002\u3053\u308c\u306f\u3001\u591a\u5c11\u306e\u30ed\u30b8\u30b9\u30c6\u30a3\u30c3\u30af\u56de\u5e30\u306e\u554f\u984c\u3092\u3082\u305f\u3089\u3057\u3001\u591a\u5927\u306a\u52b4\u529b\u3092\u8981\u3059\u308b\u65b9\u6cd5\u3067\u3059\u304c\u3001\u5358\u306a\u308b\u63a8\u6e2c\u3059\u308b\u3088\u308a\u3082\u3088\u308a\u4fe1\u983c\u6027\u306e\u9ad8\u3044\u7d50\u679c\u3092\u63d0\u793a\u3059\u308b\u3082\u306e\u3067\u3059\u3002<\/li>\n<\/ul>\n

    \u591a\u304f\u306e\u5834\u5408\u3001\u6700\u5584\u306a\u306e\u306f\u4eca\u3042\u308b\u30c7\u30fc\u30bf\u3067\u6a5f\u68b0\u5b66\u7fd2\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306e\u53d6\u308a\u7d44\u307f\u3092\u958b\u59cb\u3057\u3066\u3001\u5fc5\u8981\u3068\u601d\u308f\u308c\u305f\u6642\u306b\u3055\u3089\u306b\u30c7\u30fc\u30bf\u3092\u8ffd\u52a0\u3059\u308b\u3053\u3068\u3067\u3059\u3002\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u6210\u679c\u304c\u3042\u308b\u7a0b\u5ea6\u898b\u3048\u308b\u3088\u3046\u306b\u306a\u308c\u3070\u5fc5\u8981\u306a\u30c7\u30fc\u30bf\u91cf\u3082\u3044\u3063\u305d\u3046\u660e\u3089\u304b\u306b\u306a\u308b\u3067\u3057\u3087\u3046\u3002\u305d\u308c\u3067\u3082\u5177\u4f53\u7684\u306a\u6570\u5024\u3092\u77e5\u3063\u3066\u304b\u3089\u53d6\u308a\u7d44\u307f\u3092\u958b\u59cb\u3057\u305f\u3044\u3068\u3044\u3046\u65b9\u306e\u305f\u3081\u306b\u3001\u5f53\u793e\u304c\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u4e0a\u3067\u63a2\u3057\u51fa\u3057\u305f\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u63a8\u5b9a\u898f\u6a21\u3092\u4ee5\u4e0b\u306b\u3044\u304f\u3064\u304b\u6319\u3052\u3066\u304a\u304d\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u5177\u4f53\u4f8b\u306f\u3001\u8cb4\u793e\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3067\u76ee\u6307\u3059\u3079\u304d\u6570\u5024\u306e\u30d2\u30f3\u30c8\u3092\u4e0e\u3048\u3066\u304f\u308c\u308b\u306e\u3067\u306f\u306a\u3044\u3067\u3057\u3087\u3046\u304b\u3002<\/p>\n<\/div>

    \n\n\n\n\n\n\n\n\n\n\n\n\n
    \u30d7\u30ed\u30b8\u30a7\u30af\u30c8<\/td>\n\u30bf\u30b9\u30af<\/td>\n\u30c7\u30fc\u30bf\u6570<\/td>\n<\/tr>\n<\/thead>\n
    FaceNet<\/a><\/td>\n\u9854\u691c\u51fa\u3068\u9854\u8a8d\u8b58<\/td>\n45\u4e07\u30b5\u30f3\u30d7\u30eb<\/td>\n<\/tr>\n
    MIT CSAIL<\/a><\/td>\n\u753b\u50cf\u30a2\u30ce\u30c6\u30fc\u30b7\u30e7\u30f3<\/td>\n18\u4e075\u5343\u4ef6\u306e\u753b\u50cf\u30016\u4e072\u5343\u4ef6\u306e\u30a2\u30ce\u30c6\u30fc\u30b7\u30e7\u30f3\u4ed8\u304d\u753b\u50cf\u3001 65\u4e07\u4ef6\u306e\u30e9\u30d9\u30eb\u4ed8\u304d\u7269\u4f53<\/td>\n<\/tr>\n
    Sprout<\/a><\/td>\nTwitter\u306e\u611f\u60c5\u5206\u6790<\/td>\n\u6570\u4e07\u4ef6\u306e\u30c4\u30a4\u30fc\u30c8<\/td>\n<\/tr>\n
    \u2018Twitter Sentiment Analysis: The Good, the Bad and the OMG!\u2019<\/a><\/td>\nTwitter\u306e\u611f\u60c5\u5206\u6790\u8abf\u67fb<\/td>\n\u516860\u4e07\u30c7\u30fc\u30bf\u30dd\u30a4\u30f3\u30c8\u306e\u4e09\u30b3\u30fc\u30d1\u30b9\u304b\u3089\u306e\u30bb\u30ec\u30af\u30b7\u30e7\u30f3<\/td>\n<\/tr>\n
    \u201cAnalysis and Classification of Arabic Newspapers\u201d Facebook Pages using Text Mining Techniques\u2019<\/a><\/td>\n\u30a2\u30e9\u30d3\u30a2\u8a9eFacebook\u30da\u30fc\u30b8\u6642\u306e\u611f\u60c5\u5206\u6790\u3068\u5206\u985e<\/td>\n6\u4e072\u5343\u6295\u7a3f\u30019\u5343\u30b3\u30e1\u30f3\u30c8<\/td>\n<\/tr>\n
    \u2018Improved Text Language Identification for the South African Languages\u2019<\/a><\/td>\n\u30c6\u30ad\u30b9\u30c8\u8a00\u8a9e\u8b58\u5225<\/td>\n\u4e00\u8a00\u8a9e\u306b\u3064\u304d3\u5343\u4ef6\u306e\u5b66\u7fd2\u30b5\u30f3\u30d7\u30eb\u3068\u5343\u4ef6\u306e\u8a66\u9a13\u30b5\u30f3\u30d7\u30eb<\/td>\n<\/tr>\n
    TransPerfect<\/a><\/td>\n\u6a5f\u68b0\u7ffb\u8a33<\/td>\n400\u4e07\u5358\u8a9e<\/td>\n<\/tr>\n
    \u2018Building Chatbots from Forum Data: Model Selection Using Question Answering Metrics\u2019<\/a><\/td>\n\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u5b66\u7fd2<\/td>\n20\u4e07\u306e\u8cea\u554f\u3068\u5bfe\u306b\u306a\u308b200\u4e07\u306e\u56de\u7b54<\/td>\n<\/tr>\n
    Online Learning Library<\/a><\/td>\n\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u7814\u7a76<\/td>\n1\u4e075\u5343\u5b66\u7fd2\u30dd\u30a4\u30f3\u30c8\u3001100\u4e07\u4ee5\u4e0a\u306e\u6a5f\u80fd<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>

    \u6a5f\u68b0\u5b66\u7fd2\u306b\u304a\u3044\u3066\u30c7\u30fc\u30bf\u306e\u6570\u3068\u8cea\u3001\u3069\u3063\u3061\u304c\u5927\u4e8b\u306a\u306e\u304b<\/h4><\/div>

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