{"id":3748,"date":"2023-09-21T10:11:00","date_gmt":"2023-09-21T01:11:00","guid":{"rendered":"https:\/\/www.osakac.ac.jp\/whoslab\/?post_type=research&#038;p=3748"},"modified":"2025-07-17T14:51:50","modified_gmt":"2025-07-17T05:51:50","slug":"echigo","status":"publish","type":"research","link":"https:\/\/www.osakac.ac.jp\/whoslab\/research\/echigo\/","title":{"rendered":"\u6620\u50cf\u3084\u753b\u50cf\u304b\u3089\u65b0\u305f\u306a\u60c5\u5831\u3092\u8aad\u307f\u53d6\u3063\u3066\u6d3b\u7528\uff01\u3000<br>\u6df1\u5c64\u5b66\u7fd2\u3068\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3067\u7a7a\u9593\u306e\u898b\u3048\u65b9\u304c\u5909\u308f\u308b\uff01"},"content":{"rendered":"\n<p 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class=\"wp-block-heading\"><strong>2012\u5e74\u3001\u753b\u50cf\u8a8d\u8b58\u306b\u9769\u547d\u3092\u8d77\u3053\u3057\u305f<\/strong><br><strong>CNN\uff08\u7573\u307f\u8fbc\u307f\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\uff09\u3068\u306f\uff1f<\/strong><\/h2>\n\n\n\n<p>\u300c\u3053\u306e\u5199\u771f\u3001\u72ac\u304b\u732b\u304b\u3069\u3063\u3061\uff1f\u300d\u3068\u805e\u304b\u308c\u308c\u3070\u3001\u5b50\u3069\u3082\u3067\u3082\u6b63\u78ba\u306b\u7b54\u3048\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u3068\u3053\u308d\u304c\u9ad8\u6027\u80fd\u306aAI\u3067\u3082\u3001\u3072\u3068\u6614\u524d\u307e\u3067\u3053\u306e\u5224\u65ad\u304c\u82e6\u624b\u3067\u3057\u305f\u3002\u300c\u25cb\u25cb\u3067\u3042\u308a\u3001\u25cb\u25cb\u3067\u306a\u3051\u308c\u3070\u732b\u300d\u3068\u3044\u3046\u98a8\u306b\u3001\u732b\u3068\u3044\u3046\u7d50\u679c\u306b\u5c0e\u304f\u8a08\u7b97\u624b\u9806\uff1d\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u3001\u4eba\u9593\u304c\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u306b\u6559\u3048\u3066\u3044\u305f\u305f\u3081\u3001\u9038\u8131\u3057\u305f\u4f8b\u306e\u8b58\u5225\u3067\u30df\u30b9\u304c\u8d77\u304d\u305f\u306e\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u3068\u3053\u308d\u304c2012\u5e74\u306bCNN\u30e2\u30c7\u30eb\u3092\u4f7f\u3063\u305f\u6df1\u5c64\u5b66\u7fd2\u304c\u767b\u5834\u3057\u307e\u3059\u3002\u72ac\u3068\u732b\u306e\u5927\u91cf\u30c7\u30fc\u30bf\u3092AI\u304c\u8aad\u307f\u8fbc\u307f\u3001\u305d\u306e\u7279\u5fb4\u3092\u91cd\u307f\u4ed8\u3051\u3057\u3001\u8db3\u3057\u5408\u308f\u305b\u305f\u7d50\u679c\u3092\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u3057\u3066\u8b58\u5225\u3059\u308b\u65b9\u6cd5\u3067\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u753b\u50cf\u8a8d\u8b58\u306e\u7cbe\u5ea6\u306f\u5287\u7684\u306b\u5411\u4e0a\u3057\u307e\u3057\u305f\u3002\u3055\u3089\u306b\u6700\u8fd1\u8a71\u984c\u306b\u306a\u3063\u3066\u3044\u308bChatGPT\u3067\u4f7f\u308f\u308c\u3066\u3044\u308bTransformer\u3092\u753b\u50cf\u306b\u3082\u9069\u7528\u3057\u305fVision Transformer(ViT) \u306e\u8a8d\u8b58\u7cbe\u5ea6\u304c\u5411\u4e0a\u3057\u3001CNN\u306e\u8a8d\u8b58\u7cbe\u5ea6\u306b\u8feb\u3063\u3066\u3044\u307e\u3059\u3002\u753b\u50cf\u306f\u7269\u4f53\u3092\u898b\u308b\u65b9\u5411\u304c\u7570\u306a\u308b\u3068\u5927\u304d\u304f\u5909\u5f62\u3059\u308b\u3053\u3068\u304c\u591a\u304f\u3001\u6df1\u5c64\u5b66\u7fd2\u304c\u767b\u5834\u3059\u308b\u4ee5\u524d\u306f\u3001\u898b\u308b\u65b9\u5411\u3092\u96e2\u6563\u7684\u306a\u30b0\u30e9\u30d5\u3067\u8868\u73fe\u3057\u305f\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u304c\u4e3b\u6d41\u3067\u3057\u305f\u3002<\/p>\n\n\n\n<p>\u8d8a\u5f8c\u7814\u7a76\u5ba4\u3067\u306f\u753b\u50cf\u30fb\u6620\u50cf\u8a8d\u8b58\u306b\u95a2\u3059\u308b\u6df1\u5c64\u5b66\u7fd2\u3068\u30b0\u30e9\u30d5\u69cb\u9020\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u7d44\u307f\u5408\u308f\u305b\u3066\u3001\u3055\u307e\u3056\u307e\u306a\u6280\u8853\u3092\u7814\u7a76\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<div style=\"height:25px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/www.osakac.ac.jp\/whoslab\/app\/uploads\/2023\/06\/echigo1-1024x576.jpg\" alt=\"\" class=\"wp-image-5156\"\/><figcaption class=\"wp-element-caption\"><strong>\u6df1\u5c64\u5b66\u7fd2\u3092\u7528\u3044\u305f\u4eba\u7269\u8ffd\u8de1\uff08\u4eba\u6d41\u8a08\u6e2c\uff09<\/strong><\/figcaption><\/figure>\n\n\n\n<div style=\"height:25px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"604\" src=\"https:\/\/www.osakac.ac.jp\/whoslab\/app\/uploads\/2023\/06\/echigo2-1024x604.jpg\" alt=\"\" class=\"wp-image-5154\"\/><figcaption class=\"wp-element-caption\"><strong>CNN\uff08\u7573\u307f\u8fbc\u307f\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\uff09\u306e\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u69cb\u9020<\/strong><\/figcaption><\/figure>\n\n\n\n<div style=\"height:35px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 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