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style=\"background-color: #ffff99;\"><strong>\u30a8\u30c3\u30b8AI\u3068\u30af\u30e9\u30a6\u30c9AI\u306e\u6c7a\u5b9a\u7684\u306a\u9055\u3044\u306f\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u901a\u4fe1\u306e\u8981\u5426\u306b\u3042\u308a\u307e\u3059\u3002<\/strong><\/span>\u3053\u306e\u9055\u3044\u304c\u51e6\u7406\u901f\u5ea6\u30fb\u30b3\u30b9\u30c8\u69cb\u9020\u30fb\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306e3\u70b9\u306b\u5927\u304d\u304f\u5f71\u97ff\u3059\u308b\u305f\u3081\u3001\u81ea\u793e\u306e\u696d\u52d9\u7279\u6027\u306b\u5408\u308f\u305b\u305f\u9078\u629e\u304c\u6b20\u304b\u305b\u307e\u305b\u3093\u3002<\/p>\n<h3>\u51e6\u7406\u901f\u5ea6\u30fb\u30b3\u30b9\u30c8\u30fb\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3092\u6bd4\u8f03<\/h3>\n<p>\u4e3b\u8981\u306a\u6bd4\u8f03\u9805\u76ee\u3092\u8868\u306b\u307e\u3068\u3081\u307e\u3057\u305f\u3002<\/p>\n<table>\n<colgroup>\n<col style=\"width: 20.0%;\">\n<col style=\"width: 38.1%;\">\n<col style=\"width: 41.9%;\">\n<\/colgroup>\n<tr>\n<th style=\"text-align: center;\"><strong>\u6bd4\u8f03\u9805\u76ee<\/strong><\/th>\n<th style=\"text-align: center;\"><strong>\u30a8\u30c3\u30b8AI<\/strong><\/th>\n<th style=\"text-align: center;\"><strong>\u30af\u30e9\u30a6\u30c9AI<\/strong><\/th>\n<\/tr>\n<tr>\n<td style=\"text-align: left;\">\u51e6\u7406\u5834\u6240<\/td>\n<td style=\"text-align: left;\">\u7aef\u672b\uff08PC\u30fbIoT\u6a5f\u5668\u306a\u3069\uff09<\/td>\n<td style=\"text-align: left;\">\u30af\u30e9\u30a6\u30c9\u30b5\u30fc\u30d0\u30fc<\/td>\n<\/tr>\n<tr>\n<td style=\"text-align: left;\">\u901a\u4fe1\u306e\u8981\u5426<\/td>\n<td style=\"text-align: left;\">\u51e6\u7406\u5185\u5bb9\u306b\u3088\u3063\u3066\u306f\u30aa\u30d5\u30e9\u30a4\u30f3\u904b\u7528\u53ef\u80fd<\/td>\n<td style=\"text-align: left;\">\u539f\u5247\u3068\u3057\u3066\u30af\u30e9\u30a6\u30c9\u3078\u306e\u901a\u4fe1\u304c\u5fc5\u8981<\/td>\n<\/tr>\n<tr>\n<td style=\"text-align: left;\">\u30ec\u30a4\u30c6\u30f3\u30b7<\/td>\n<td style=\"text-align: left;\">\u901a\u4fe1\u3092\u6e1b\u3089\u305b\u308b\u305f\u3081\u4f4e\u9045\u5ef6\u5316\u3057\u3084\u3059\u3044<\/td>\n<td style=\"text-align: left;\">\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u9045\u5ef6\u306e\u5f71\u97ff\u3092\u53d7\u3051\u308b<\/td>\n<\/tr>\n<tr>\n<td style=\"text-align: left;\">\u30e9\u30f3\u30cb\u30f3\u30b0\u30b3\u30b9\u30c8<\/td>\n<td style=\"text-align: left;\">\u96fb\u6c17\u4ee3\u30fb\u7aef\u672b\u4fdd\u5b88\u8cbb\u304c\u4e2d\u5fc3<\/td>\n<td style=\"text-align: left;\">API\u5229\u7528\u6599\u30fb\u901a\u4fe1\u8cbb\u304c\u4e2d\u5fc3<\/td>\n<\/tr>\n<tr>\n<td style=\"text-align: left;\">\u521d\u671f\u30b3\u30b9\u30c8<\/td>\n<td style=\"text-align: left;\">\u7aef\u672b\u8cfc\u5165\u30fb\u30bb\u30c3\u30c8\u30a2\u30c3\u30d7\u8cbb\u7528\u304c\u767a\u751f<\/td>\n<td style=\"text-align: left;\">\u30a2\u30ab\u30a6\u30f3\u30c8\u958b\u8a2d\u306e\u307f\u3067\u4f4e\u3044<\/td>\n<\/tr>\n<tr>\n<td style=\"text-align: left;\">\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3<\/td>\n<td style=\"text-align: left;\">\u5916\u90e8\u9001\u4fe1\u3092\u6291\u3048\u3089\u308c\u308b\u69cb\u6210\u3092\u53d6\u308a\u3084\u3059\u3044<\/td>\n<td style=\"text-align: left;\">\u901a\u4fe1\u7d4c\u8def\u30fb\u30af\u30e9\u30a6\u30c9\u4fdd\u7ba1\u306b\u30ea\u30b9\u30af\u304c\u6b8b\u308b<\/td>\n<\/tr>\n<tr>\n<td style=\"text-align: left;\">\u30e2\u30c7\u30eb\u66f4\u65b0<\/td>\n<td style=\"text-align: left;\">\u591a\u6570\u306e\u30a8\u30c3\u30b8\u6a5f\u5668\u3092\u7ba1\u7406\u3059\u308b\u4ed5\u7d44\u307f\u304c\u5fc5\u8981\u306b\u306a\u308b\u5834\u5408\u304c\u3042\u308b<\/td>\n<td style=\"text-align: left;\">\u30af\u30e9\u30a6\u30c9\u5074\u3067\u66f4\u65b0\u3057\u3084\u3059\u3044<\/td>\n<\/tr>\n<\/table>\n<p>\u30af\u30e9\u30a6\u30c9AI\u306fAPI\u5229\u7528\u6599\u304c\u51e6\u7406\u91cf\u306b\u5fdc\u3058\u3066\u5897\u3048\u308b\u5909\u52d5\u8cbb\u578b\u3067\u3042\u308b\u306e\u306b\u5bfe\u3057\u3001\u30a8\u30c3\u30b8AI\u306f\u7aef\u672b\u8cfc\u5165\u3068\u3044\u3046\u521d\u671f\u6295\u8cc7\u3068\u96fb\u6c17\u4ee3\u304c\u4e2d\u5fc3\u306e\u56fa\u5b9a\u8cbb\u578b\u3068\u3044\u3048\u307e\u3059\u3002\u53d6\u308a\u6271\u3046\u30c7\u30fc\u30bf\u91cf\u3068\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u8981\u4ef6\u306e\u30d0\u30e9\u30f3\u30b9\u3092\u898b\u3066\u9078\u3076\u3053\u3068\u304c\u30dd\u30a4\u30f3\u30c8\u3067\u3059\u3002<\/p>\n<h3>\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u904b\u7528\u3067\u4e21\u65b9\u306e\u5f37\u307f\u3092\u6d3b\u304b\u305b\u308b<\/h3>\n<p>\u30a8\u30c3\u30b8AI\u3068\u30af\u30e9\u30a6\u30c9AI\u306f\u3001\u3069\u3061\u3089\u304b\u4e00\u65b9\u306b\u9650\u5b9a\u3059\u308b\u5fc5\u8981\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u6a5f\u5bc6\u66f8\u985e\u306eOCR\u51e6\u7406\u306f\u30a8\u30c3\u30b8AI\u3067\u30ed\u30fc\u30ab\u30eb\u5b8c\u7d50\u3055\u305b\u3001\u5927\u91cf\u30c7\u30fc\u30bf\u306e\u96c6\u8a08\u3084\u5b66\u7fd2\u306f\u30af\u30e9\u30a6\u30c9AI\u306b\u4efb\u305b\u308b\u3068\u3044\u3063\u305f\u4f7f\u3044\u5206\u3051\u304c\u73fe\u5b9f\u7684\u3067\u3059\u3002<\/p>\n<p>\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3092\u512a\u5148\u3057\u305f\u3044\u696d\u52d9\u306f\u30a8\u30c3\u30b8\u3001\u8a08\u7b97\u898f\u6a21\u304c\u5927\u304d\u3044\u696d\u52d9\u306f\u30af\u30e9\u30a6\u30c9\u3068\u5207\u308a\u5206\u3051\u308c\u3070\u3001\u30b3\u30b9\u30c8\u3068\u30ea\u30b9\u30af\u306e\u30d0\u30e9\u30f3\u30b9\u3092\u53d6\u308a\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u306a\u304a\u3001\u73fe\u5728\u306f\u8907\u96d1\u306a\u51e6\u7406\u3092\u30af\u30e9\u30a6\u30c9\u5074\u3067\u51e6\u7406\u3059\u308b\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u578b\u30a8\u30c3\u30b8AI\u304c\u4e3b\u6d41\u3067\u3059\u3002<\/p>\n<h2>\u30a8\u30c3\u30b8AI\u306e\u30e1\u30ea\u30c3\u30c8\u30fb\u30c7\u30e1\u30ea\u30c3\u30c8\u306f\uff1f<\/h2>\n<p>\u30a8\u30c3\u30b8AI\u306e\u5c0e\u5165\u5224\u65ad\u306b\u306f\u3001\u5229\u70b9\u3068\u8ab2\u984c\u306e\u4e21\u9762\u3092\u628a\u63e1\u3057\u3066\u304a\u304f\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u30af\u30e9\u30a6\u30c9\u306b\u9001\u4fe1\u3057\u306a\u3044\u3068\u3044\u3046\u7279\u6027\u304b\u3089\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3068\u30b3\u30b9\u30c8\u306e\u9762\u3067\u512a\u4f4d\u6027\u304c\u751f\u307e\u308c\u308b\u4e00\u65b9\u3001\u7aef\u672b\u306e\u51e6\u7406\u80fd\u529b\u306b\u4f9d\u5b58\u3059\u308b\u3068\u3044\u3046\u5236\u7d04\u3082\u5b58\u5728\u3057\u307e\u3059\u3002<\/p>\n<table>\n<colgroup>\n<col style=\"width: 14.5%;\">\n<col style=\"width: 36.5%;\">\n<col style=\"width: 49.0%;\">\n<\/colgroup>\n<tr>\n<th style=\"text-align: center;\"><strong>\u89b3\u70b9<\/strong><\/th>\n<th style=\"text-align: center;\"><strong>\u30e1\u30ea\u30c3\u30c8<\/strong><\/th>\n<th style=\"text-align: center;\"><strong>\u30c7\u30e1\u30ea\u30c3\u30c8<\/strong><\/th>\n<\/tr>\n<tr>\n<td style=\"text-align: left;\">\u901a\u4fe1\u30fb\u30b3\u30b9\u30c8<\/td>\n<td style=\"text-align: left;\">\u901a\u4fe1\u8cbb\u3084API\u5229\u7528\u6599\u3092\u6291\u3048\u3084\u3059\u3044<\/td>\n<td style=\"text-align: left;\">\u7aef\u672b\u8cfc\u5165\u3084\u4fdd\u5b88\u306b\u307e\u3068\u307e\u3063\u305f\u521d\u671f\u8cbb\u7528\u304c\u304b\u304b\u308b\u5834\u5408\u304c\u3042\u308b<\/td>\n<\/tr>\n<tr>\n<td style=\"text-align: left;\">\u7a3c\u50cd\u74b0\u5883<\/td>\n<td style=\"text-align: left;\">\u30aa\u30d5\u30e9\u30a4\u30f3\u3067\u3082\u7a3c\u50cd\u3067\u304d\u308b<\/td>\n<td style=\"text-align: left;\">\u5bfe\u5fdc\u3067\u304d\u308b\u30e2\u30c7\u30eb\u30b5\u30a4\u30ba\u304c\u7aef\u672b\u6027\u80fd\u306b\u5236\u9650\u3055\u308c\u308b<\/td>\n<\/tr>\n<tr>\n<td style=\"text-align: left;\">\u51e6\u7406\u901f\u5ea6<\/td>\n<td style=\"text-align: left;\">\u901a\u4fe1\u306e\u5f80\u5fa9\u6642\u9593\u304c\u306a\u304f\u30ec\u30a4\u30c6\u30f3\u30b7\u304c\u4f4e\u3044<\/td>\n<td style=\"text-align: left;\">\u5927\u898f\u6a21\u30e2\u30c7\u30eb\u306e\u51e6\u7406\u306b\u306f\u6027\u80fd\u4e0d\u8db3\u306b\u306a\u308a\u3084\u3059\u3044<\/td>\n<\/tr>\n<tr>\n<td style=\"text-align: left;\">\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3<\/td>\n<td style=\"text-align: left;\">\u30c7\u30fc\u30bf\u304c\u7aef\u672b\u5916\u306b\u51fa\u306b\u304f\u304f\u3001\u30ea\u30b9\u30af\u3092\u4f4e\u6e1b\u3067\u304d\u308b<\/td>\n<td style=\"text-align: left;\">\u7aef\u672b\u306e\u7d1b\u5931\u30fb\u76d7\u96e3\u6642\u306f\u7269\u7406\u7684\u306a\u60c5\u5831\u6f0f\u3048\u3044\u30ea\u30b9\u30af\u304c\u3042\u308b<\/td>\n<\/tr>\n<tr>\n<td style=\"text-align: left;\">\u904b\u7528\u7ba1\u7406<\/td>\n<td style=\"text-align: left;\">\u901a\u4fe1\u969c\u5bb3\u306e\u5f71\u97ff\u3092\u53d7\u3051\u306b\u304f\u3044<\/td>\n<td style=\"text-align: left;\">\u30e2\u30c7\u30eb\u66f4\u65b0\u3092\u7aef\u672b\u3054\u3068\u306b\u884c\u3046\u624b\u9593\u304c\u767a\u751f\u3059\u308b<\/td>\n<\/tr>\n<\/table>\n<p><span style=\"background-color: #ffff99;\"><strong>\u3068\u304f\u306b\u500b\u4eba\u60c5\u5831\u3084\u8ca1\u52d9\u30c7\u30fc\u30bf\u3092\u65e5\u5e38\u7684\u306b\u6271\u3046\u30d0\u30c3\u30af\u30aa\u30d5\u30a3\u30b9\u696d\u52d9\u3067\u306f\u3001\u5916\u90e8\u306b\u30c7\u30fc\u30bf\u3092\u9001\u4fe1\u3057\u306a\u3044\u70b9\u304c\u8a55\u4fa1\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/strong><\/span>\u4e00\u65b9\u3067\u3001\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff08LLM\uff09\u3092\u30d5\u30eb\u7a3c\u50cd\u3055\u305b\u308b\u306b\u306f\u3042\u308b\u7a0b\u5ea6\u306e\u6027\u80fd\u3092\u6301\u3064\u7aef\u672b\u304c\u5fc5\u8981\u306b\u306a\u308b\u5834\u5408\u304c\u3042\u308b\u70b9\u306f\u3001\u5c0e\u5165\u524d\u306b\u78ba\u8a8d\u3057\u3066\u304a\u304f\u3079\u304d\u8ab2\u984c\u3067\u3059\u3002<\/p>\n<h2>\u30a8\u30c3\u30b8AI\u306f\u30d0\u30c3\u30af\u30aa\u30d5\u30a3\u30b9\u3067\u3069\u3046\u4f7f\u3048\u308b\uff1f<\/h2>\n<p>\u30a8\u30c3\u30b8AI\u306f\u5de5\u5834\u3084\u5e97\u8217\u3060\u3051\u3067\u306a\u304f\u3001\u66f8\u985e\u7ba1\u7406\u3084\u7d4c\u7406\u51e6\u7406\u3068\u3044\u3063\u305f\u30d0\u30c3\u30af\u30aa\u30d5\u30a3\u30b9\u696d\u52d9\u3067\u3082\u6d3b\u7528\u3067\u304d\u307e\u3059\u3002\u3068\u304f\u306b\u6a5f\u5bc6\u30c7\u30fc\u30bf\u3092\u30af\u30e9\u30a6\u30c9\u306b\u4e0a\u3052\u305f\u304f\u306a\u3044\u3068\u3044\u3046\u4e2d\u5c0f\u4f01\u696d\u306e\u8ab2\u984c\u306b\u5bfe\u3057\u3066\u3001\u30ed\u30fc\u30ab\u30eb\u51e6\u7406\u3068\u3044\u3046\u5177\u4f53\u7684\u306a\u89e3\u6c7a\u7b56\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/p>\n<h3>\u30ed\u30fc\u30ab\u30ebOCR\u3067\u66f8\u985e\u3092\u5b89\u5168\u306b\u30c7\u30fc\u30bf\u5316\u3059\u308b<\/h3>\n<p>\u30ed\u30fc\u30ab\u30ebOCR\uff08\u7aef\u672b\u5185\u8535\u578bOCR\uff09\u3068\u306f\u3001\u30b9\u30ad\u30e3\u30f3\u304b\u3089\u30c6\u30ad\u30b9\u30c8\u5909\u63db\u307e\u3067\u306e\u5168\u5de5\u7a0b\u3092\u30aa\u30d5\u30a3\u30b9\u5185\u306ePC\u3067\u5b8c\u7d50\u3055\u305b\u308b\u4ed5\u7d44\u307f\u3067\u3059\u3002\u53d6\u5f15\u5148\u306e\u500b\u4eba\u60c5\u5831\u3084\u91d1\u984d\u60c5\u5831\u304c\u542b\u307e\u308c\u308b\u66f8\u985e\u3067\u3082\u3001\u753b\u50cf\u30c7\u30fc\u30bf\u3092\u5916\u90e8\u30b5\u30fc\u30d0\u30fc\u3078\u9001\u4fe1\u305b\u305a\u306b\u51e6\u7406\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u30af\u30e9\u30a6\u30c9\u578bOCR\u3092\u4f7f\u3046\u5834\u5408\u3001\u4ee3\u8868\u7684\u306a\u30b5\u30fc\u30d3\u30b9\u3067\u3042\u308bGoogle Cloud Vision API\uff08Google\u304c\u63d0\u4f9b\u3059\u308bOCR\u30fb\u753b\u50cf\u8a8d\u8b58API\uff09\u306f\u3001\u67081,000\u30e6\u30cb\u30c3\u30c8\u307e\u3067\u7121\u6599\u3067\u3001\u305d\u308c\u3092\u8d85\u3048\u308b\u30681,000\u30e6\u30cb\u30c3\u30c8\u3042\u305f\u308a1.5\u7c73\u30c9\u30eb\u306e\u5f93\u91cf\u8ab2\u91d1\u3068\u306a\u308a\u307e\u3059\u3002\u51e6\u7406\u91cf\u304c\u4e00\u5b9a\u306e\u7bc4\u56f2\u3067\u3042\u308c\u3070\u7121\u6599\u67a0\u306b\u53ce\u307e\u308a\u307e\u3059\u304c\u3001\u5927\u91cf\u306e\u66f8\u985e\u3092\u7d99\u7d9a\u7684\u306b\u51e6\u7406\u3059\u308b\u5834\u5408\u306fAPI\u5229\u7528\u6599\u304c\u767a\u751f\u3057\u7d9a\u3051\u308b\u70b9\u306b\u7559\u610f\u304c\u5fc5\u8981\u3067\u3059\u3002\u30ed\u30fc\u30ab\u30ebOCR\u3067\u3042\u308c\u3070\u3001\u3053\u306e\u5f93\u91cf\u8ab2\u91d1\u90e8\u5206\u3092\u96fb\u6c17\u4ee3\u3068\u7aef\u672b\u306e\u4fdd\u5b88\u8cbb\u306b\u7f6e\u304d\u63db\u3048\u3089\u308c\u307e\u3059\u3002<\/p>\n<p>\u53c2\u8003\uff1a<a href=\"https:\/\/cloud.google.com\/vision\/pricing?hl=ja\" target=\"_blank\" rel=\"noopener\">\u6599\u91d1\uff5cCloud Vision API\uff5cGoogle Cloud<\/a><\/p>\n<p>\u306a\u304a\u3001OCR\u306b\u3088\u308b\u8acb\u6c42\u66f8\u306e\u30c7\u30fc\u30bf\u5316\u305d\u306e\u3082\u306e\u306f\u3001\u30af\u30e9\u30a6\u30c9\u578b\u30fb\u30ed\u30fc\u30ab\u30eb\u578b\u3092\u554f\u308f\u305a\u30d0\u30c3\u30af\u30aa\u30d5\u30a3\u30b9\u696d\u52d9\u306e\u52b9\u7387\u5316\u306b\u76f4\u7d50\u3059\u308b\u30c6\u30fc\u30de\u3067\u3059\u3002\u5177\u4f53\u7684\u306a\u8aad\u307f\u53d6\u308a\u65b9\u6cd5\u3084\u304a\u3059\u3059\u3081\u30b5\u30fc\u30d3\u30b9\u306b\u3064\u3044\u3066\u306f\u3001\u4ee5\u4e0b\u306e\u30da\u30fc\u30b8\u3082\u53c2\u8003\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<div class=\"linkcard\"><div class=\"lkc-external-wrap\"><a class=\"lkc-link no_icon\" href=\"https:\/\/biz.moneyforward.com\/invoice\/basic\/59445\/\" data-lkc-id=\"336\" target=\"_blank\" rel=\"external noopener\"><div class=\"lkc-card\"><div class=\"lkc-info\"><div class=\"lkc-favicon\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.google.com\/s2\/favicons?domain=https:\/\/biz.moneyforward.com\" alt=\"\" width=\"16\" height=\"16\" \/><\/div><div class=\"lkc-domain\">\u8acb\u6c42\u66f8\u306e\u57fa\u790e\u77e5\u8b58\uff5c\u30de\u30cd\u30fc\u30d5\u30a9\u30ef\u30fc\u30c9 \u30af\u30e9\u30a6\u30c9\u8acb\u6c42\u66f8<\/div><\/div><div class=\"lkc-content\"><div class=\"lkc-title\">AI-OCR\u3067\u8acb\u6c42\u66f8\u3092\u30c7\u30fc\u30bf\u5316\u3059\u308b\u65b9\u6cd5\u306f\uff1f\u30e1\u30ea\u30c3\u30c8\u3084\u304a\u3059\u3059\u3081\u306e\u30b5\u30fc\u30d3\u30b9\u3082 | \u8acb\u6c42\u66f8\u30bd...<\/div><div class=\"lkc-excerpt\">OCR\uff08\u5149\u5b66\u6587\u5b57\u8a8d\u8b58\u6a5f\u80fd\uff09\u3068\u3044\u3046\u6280\u8853\u306f\u5f93\u6765\u3082\u3042\u308a\u307e\u3057\u305f\u304c\u3001\u8fd1\u5e74\u306eAI\u306e\u767a\u9054\u306b\u3088\u308a\u300cAI-OCR\u300d\u3068\u3044\u3046\u65b0\u305f\u306aOCR\u6280\u8853\u304c\u6ce8\u76ee\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u4eca\u56de\u306f\u300cAI-OCR\u300d\u3092\u4f7f\u3063\u3066\u66f8\u9762\u306e\u8acb\u6c42\u66f8\u3092\u30c7\u30fc\u30bf\u5316\u3059\u308b\u30e1\u30ea\u30c3\u30c8\u3084\u304a\u3059\u3059\u3081\u306e\u30b5\u30fc\u30d3\u30b9\u306b\u3064\u3044\u3066\u89e3\u8aac\u3057\u307e\u3059\u3002 \u305d\u3082\u305d\u3082AI-OCR\u3068\u2026<\/div><\/div><div class=\"clear\"><\/div><\/div><\/a><\/div><\/div>\n<h3>\u6a5f\u5bc6\u60c5\u5831\u3092\u5916\u90e8\u9001\u4fe1\u305b\u305aAI\u51e6\u7406\u3067\u304d\u308b<\/h3>\n<p><span style=\"background-color: #ffff99;\"><strong>\u30ed\u30fc\u30ab\u30ebLLM\uff08\u7aef\u672b\u4e0a\u3067\u52d5\u4f5c\u3059\u308b\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff09\u3092\u4f7f\u3048\u3070\u3001\u6c7a\u7b97\u66f8\u30fb\u4eba\u4e8b\u8a55\u4fa1\u30b7\u30fc\u30c8\u30fb\u7d66\u4e0e\u30c7\u30fc\u30bf\u3068\u3044\u3063\u305f\u5916\u90e8\u306b\u6f0f\u308c\u3066\u306f\u306a\u3089\u306a\u3044\u60c5\u5831\u3092\u3001\u7aef\u672b\u5185\u3060\u3051\u3067\u691c\u7d22\u30fb\u8981\u7d04\u30fb\u5206\u985e\u3067\u304d\u307e\u3059\u3002<\/strong><\/span><\/p>\n<p>\u5177\u4f53\u7684\u306a\u6d3b\u7528\u30b7\u30fc\u30f3\u306f\u6b21\u306e\u3068\u304a\u308a\u3067\u3059\u3002<\/p>\n<div class=\"summary-box\">\n<ol>\n<li>\u30ed\u30fc\u30ab\u30ebLLM\u3092\u4f7f\u3044\u3001\u793e\u5185\u898f\u7a0b\u3084\u5951\u7d04\u66f8\u306e\u5185\u5bb9\u3092\u691c\u7d22\u30fb\u8981\u7d04\u3059\u308b<\/li>\n<li>\u5f93\u696d\u54e1\u306e\u52e4\u6020\u30c7\u30fc\u30bf\u3092\u30ed\u30fc\u30ab\u30ebAI\u3067\u96c6\u8a08\u3057\u3001\u9577\u6642\u9593\u52b4\u50cd\u306e\u5146\u5019\u3092\u691c\u77e5\u3059\u308b<\/li>\n<li>\u53d6\u5f15\u5148\u304b\u3089\u306e\u30e1\u30fc\u30eb\u3084\u554f\u3044\u5408\u308f\u305b\u5185\u5bb9\u3092\u30ed\u30fc\u30ab\u30eb\u3067\u5206\u985e\u3057\u3001\u5bfe\u5fdc\u6f0f\u308c\u3092\u9632\u3050<\/li>\n<\/ol>\n<\/div>\n<p>\u30ed\u30fc\u30ab\u30ebLLM\u306e\u5b9f\u884c\u74b0\u5883\u3068\u3057\u3066\u306f\u3001Ollama\uff08\u30b3\u30de\u30f3\u30c9\u64cd\u4f5c\u3067\u30ed\u30fc\u30ab\u30ebLLM\u3092\u5b9f\u884c\u3067\u304d\u308b\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u30c4\u30fc\u30eb\uff09\u3084LM Studio\uff08GUI\u64cd\u4f5c\u3067\u30ed\u30fc\u30ab\u30ebLLM\u3092\u5b9f\u884c\u3067\u304d\u308b\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\uff09\u304c\u5e83\u304f\u4f7f\u308f\u308c\u3066\u3044\u307e\u3059\u3002\u305f\u3068\u3048\u3070Ollama\u3067\u306f\u3001\u7aef\u672b\u4e0a\u3067<strong>ollama run gemma3<\/strong>\u306e\u3088\u3046\u306b\u5165\u529b\u3059\u308b\u3060\u3051\u3067\u30e2\u30c7\u30eb\u3092\u8d77\u52d5\u3067\u304d\u3001\u5c02\u9580\u7684\u306a\u30b5\u30fc\u30d0\u30fc\u69cb\u7bc9\u306e\u77e5\u8b58\u304c\u306a\u304f\u3066\u3082\u8a66\u305b\u308b\u70b9\u304c\u7279\u5fb4\u3067\u3059\u3002<\/p>\n<h2>\u4e2d\u5c0f\u4f01\u696d\u304c\u30a8\u30c3\u30b8AI\u3092\u5c0e\u5165\u3059\u308b\u306b\u306f\uff1f<\/h2>\n<p><span style=\"background-color: #ffff99;\"><strong>\u30a8\u30c3\u30b8AI\u5c0e\u5165\u306f\u3001\u65e2\u5b58\u306ePC\u3092\u6d3b\u7528\u3057\u305f\u30b9\u30e2\u30fc\u30eb\u30b9\u30bf\u30fc\u30c8\u3067\u5341\u5206\u306b\u59cb\u3081\u3089\u308c\u307e\u3059\u3002<\/strong><\/span>\u7dcf\u52d9\u7701\u300c\u4ee4\u548c7\u5e74\u7248\u60c5\u5831\u901a\u4fe1\u767d\u66f8\u300d\u306b\u3088\u308c\u3070\u3001\u751f\u6210AI\u3092\u300c\u7a4d\u6975\u7684\u306b\u6d3b\u7528\u3059\u308b\u300d\u300c\u6d3b\u7528\u9818\u57df\u3092\u9650\u5b9a\u3057\u3066\u5229\u7528\u3059\u308b\u300d\u3068\u6d3b\u7528\u65b9\u91dd\u3092\u5b9a\u3081\u3066\u3044\u308b\u65e5\u672c\u4f01\u696d\u306e\u5272\u5408\u306f49.7%\u3067\u3001\u524d\u5e74\uff0842.7%\uff09\u304b\u3089\u7d047\u30dd\u30a4\u30f3\u30c8\u5897\u52a0\u3057\u3066\u3044\u307e\u3059\u304c\u3001\u5c0e\u5165\u4f01\u696d\u306e\u4e2d\u3067\u3082\u6d3b\u7528\u7bc4\u56f2\u3092\u696d\u52d9\u5168\u4f53\u306b\u5e83\u3052\u3089\u308c\u3066\u3044\u308b\u4f01\u696d\u306f\u9650\u5b9a\u7684\u3060\u3068\u6307\u6458\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u9ad8\u984d\u6a5f\u5668\u306e\u8cfc\u5165\u304c\u524d\u63d0\u3068\u3044\u3046\u8aa4\u89e3\u3082\u3001\u5c0e\u5165\u3092\u305f\u3081\u3089\u3046\u4e00\u56e0\u306b\u306a\u3063\u3066\u3044\u308b\u3068\u8003\u3048\u3089\u308c\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\n<p>\u53c2\u8003\uff1a<a href=\"https:\/\/www.soumu.go.jp\/main_content\/001019264.pdf\" target=\"_blank\" rel=\"noopener\">\u4ee4\u548c7\u5e74\u7248\u60c5\u5831\u901a\u4fe1\u767d\u66f8\uff08\u6982\u8981\uff09\uff5c\u7dcf\u52d9\u7701<\/a><\/p>\n<h3>\u9ad8\u984d\u306a\u5c02\u7528\u6a5f\u5668\u306a\u3057\u3067\u691c\u8a3c\u3067\u304d\u308b<\/h3>\n<p>\u30a8\u30c3\u30b8AI\u306e\u5c0e\u5165\u691c\u8a3c\u306b\u3001\u5c02\u7528\u306eGPU\u30b5\u30fc\u30d0\u30fc\u306f\u5fc5\u9808\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u793e\u5185\u306b\u3042\u308b\u6bd4\u8f03\u7684\u65b0\u3057\u3044PC\u304c\u3042\u308c\u3070\u3001\u307e\u305a\u5c0f\u898f\u6a21\u306a\u691c\u8a3c\u3092\u59cb\u3081\u3089\u308c\u307e\u3059\u3002<\/p>\n<p>\u7121\u6599\u3067\u4f7f\u3048\u308b\u30ed\u30fc\u30ab\u30ebAI\u30c4\u30fc\u30eb\u3082\u5897\u3048\u3066\u3044\u307e\u3059\u3002\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306eOCR\u30a8\u30f3\u30b8\u30f3\u306b\u52a0\u3048Ollama\u3084LM Studio\u3068\u3044\u3063\u305f\u30ed\u30fc\u30ab\u30eb\u30e2\u30c7\u30eb\u5b9f\u884c\u74b0\u5883\u3092\u5229\u7528\u3059\u308c\u3070\u3001\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u8cbb\u7528\u3092\u304b\u3051\u305a\u306b\u52b9\u679c\u3092\u8a66\u305b\u307e\u3059\u3002\u5c02\u7528\u306e\u30ef\u30fc\u30af\u30b9\u30c6\u30fc\u30b7\u30e7\u30f3\u3092\u65b0\u898f\u8cfc\u5165\u3059\u308b\u5834\u5408\u3067\u3082\u3001\u6cd5\u4eba\u5411\u3051\u30ef\u30fc\u30af\u30b9\u30c6\u30fc\u30b7\u30e7\u30f3\u306e\u6700\u5c0f\u69cb\u6210\u306f20\u4e07\u5186\u53f0\u304b\u3089\u7528\u610f\u3055\u308c\u3066\u304a\u308a\u3001\u5fc5\u305a\u3057\u3082\u9ad8\u984d\u306a\u6295\u8cc7\u304b\u3089\u30b9\u30bf\u30fc\u30c8\u3059\u308b\u5fc5\u8981\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n<p>\u3055\u3089\u306b\u3001\u65b0\u898f\u8cfc\u5165\u304c\u5fc5\u8981\u306a\u5834\u5408\u3067\u3082\u3001\u56fd\u304c\u7528\u610f\u3059\u308b\u88dc\u52a9\u5236\u5ea6\u3092\u6d3b\u7528\u3059\u308c\u3070\u521d\u671f\u8cbb\u7528\u306e\u8ca0\u62c5\u3092\u6291\u3048\u3089\u308c\u308b\u30b1\u30fc\u30b9\u304c\u3042\u308a\u307e\u3059\u3002\u30c7\u30b8\u30bf\u30eb\u5316\u3084AI\u5c0e\u5165\u3092\u652f\u63f4\u3059\u308b\u88dc\u52a9\u91d1\u5236\u5ea6\u306e\u8a73\u7d30\u306f\u3001\u4ee5\u4e0b\u306e\u30da\u30fc\u30b8\u3082\u53c2\u8003\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<h3>PoC\u304b\u3089\u6bb5\u968e\u7684\u306b\u5c0e\u5165\u7bc4\u56f2\u3092\u5e83\u3052\u308b<\/h3>\n<p><span style=\"background-color: #ffff99;\"><strong>\u3044\u304d\u306a\u308a\u5168\u793e\u5c0e\u5165\u3059\u308b\u306e\u3067\u306f\u306a\u304f\u3001PoC\uff08\u6982\u5ff5\u5b9f\u8a3c\uff1aProof of Concept\uff09\u3067\u52b9\u679c\u3092\u78ba\u8a8d\u3057\u3066\u304b\u3089\u7bc4\u56f2\u3092\u5e83\u3052\u308b\u306e\u304c\u57fa\u672c\u306e\u9032\u3081\u65b9\u3067\u3059\u3002<\/strong><\/span>\u4ee3\u8868\u7684\u306a\u5c0e\u5165\u30b9\u30c6\u30c3\u30d7\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n<div class=\"summary-box\">\n<ol>\n<li>\u5bfe\u8c61\u696d\u52d9\u30921\u3064\u306b\u7d5e\u308b\uff1a\u7d19\u306e\u8acb\u6c42\u66f8\u306eOCR\u51e6\u7406\u3084\u793e\u5185\u6587\u66f8\u306e\u691c\u7d22\u30fb\u8981\u7d04\u306a\u3069\u3001\u52b9\u679c\u3092\u6e2c\u5b9a\u3057\u3084\u3059\u3044\u696d\u52d9\u3092\u9078\u3076<\/li>\n<li>\u65e2\u5b58PC\u3067PoC\u3092\u5b9f\u65bd\u3059\u308b\uff1a\u30ed\u30fc\u30ab\u30ebOCR\u3084\u30ed\u30fc\u30ab\u30ebLLM\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u3001\u5b9f\u969b\u306e\u696d\u52d9\u3067\u8a66\u3057\u3066\u51e6\u7406\u7cbe\u5ea6\u30fb\u901f\u5ea6\u30fb\u64cd\u4f5c\u6027\u3092\u8a18\u9332\u3059\u308b<\/li>\n<li>\u52b9\u679c\u3092\u5b9a\u91cf\u8a55\u4fa1\u3059\u308b\uff1aPoC\u524d\u5f8c\u306e\u51e6\u7406\u6642\u9593\u3084\u30a8\u30e9\u30fc\u7387\u3001\u30af\u30e9\u30a6\u30c9AI\u3068\u306e\u30b3\u30b9\u30c8\u5dee\u5206\u3092\u6bd4\u8f03\u3057\u3001\u8cbb\u7528\u5bfe\u52b9\u679c\u3092\u78ba\u8a8d\u3059\u308b<\/li>\n<li>\u5c0e\u5165\u7bc4\u56f2\u3092\u62e1\u5927\u3059\u308b\uff1a\u52b9\u679c\u304c\u78ba\u8a8d\u3067\u304d\u305f\u696d\u52d9\u304b\u3089\u6bb5\u968e\u7684\u306b\u5bfe\u8c61\u90e8\u7f72\u3092\u5897\u3084\u3057\u3001\u5fc5\u8981\u306b\u5fdc\u3058\u3066GPU\u642d\u8f09PC\u306e\u8cfc\u5165\u3084\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u69cb\u6210\u306e\u691c\u8a0e\u306b\u9032\u3080<\/li>\n<\/ol>\n<\/div>\n<p>PoC\u306e\u6bb5\u968e\u3067\u7cbe\u5ea6\u3084\u51e6\u7406\u901f\u5ea6\u304c\u696d\u52d9\u8981\u4ef6\u3092\u6e80\u305f\u3055\u306a\u3044\u3068\u308f\u304b\u308c\u3070\u3001\u5927\u304d\u306a\u6295\u8cc7\u3092\u305b\u305a\u306b\u65b9\u5411\u4fee\u6b63\u3067\u304d\u307e\u3059\u3002\u307e\u305a\u306fOllama\u3084LM 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style=\"width: 54.9%;\">\n<col style=\"width: 45.1%;\">\n<\/colgroup>\n<tr>\n<th style=\"text-align: center;\"><strong>\u5c0e\u5165\u30d1\u30bf\u30fc\u30f3<\/strong><\/th>\n<th style=\"text-align: center;\"><strong>\u521d\u671f\u8cbb\u7528\u306e\u76ee\u5b89<\/strong><\/th>\n<\/tr>\n<tr>\n<td style=\"text-align: left;\">\u65e2\u5b58PC\uff0b\u7121\u6599\u306eOCR\uff0f\u30ed\u30fc\u30ab\u30ebLLM\u30c4\u30fc\u30eb<\/td>\n<td style=\"text-align: left;\">0\u5186\u301c\u6570\u4e07\u5186\uff08\u30e9\u30a4\u30bb\u30f3\u30b9\u8cbb\u7528\u7b49\uff09<\/td>\n<\/tr>\n<tr>\n<td style=\"text-align: left;\">\u6cd5\u4eba\u5411\u3051\u30ef\u30fc\u30af\u30b9\u30c6\u30fc\u30b7\u30e7\u30f3\uff08\u6700\u5c0f\u69cb\u6210\uff09<\/td>\n<td style=\"text-align: left;\">20\u4e07\u5186\u53f0\u301c<\/td>\n<\/tr>\n<tr>\n<td style=\"text-align: left;\">\u9ad8\u6027\u80fdGPU\u3092\u642d\u8f09\u3057\u305f\u30ab\u30b9\u30bf\u30e0\u69cb\u6210<\/td>\n<td style=\"text-align: left;\">\u69cb\u6210\u306b\u3088\u308a\u5909\u52d5<\/td>\n<\/tr>\n<\/table>\n<h3>\u30af\u30e9\u30a6\u30c9AI\u3068\u4f75\u7528\u3067\u304d\u308b\uff1f<\/h3>\n<p>\u4f75\u7528\uff08\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u904b\u7528\uff09\u306f\u5341\u5206\u306b\u53ef\u80fd\u3067\u3059\u3002\u5b9f\u52d9\u3067\u306f\u3001\u30a8\u30c3\u30b8\u3068\u30af\u30e9\u30a6\u30c9\u3092\u696d\u52d9\u5185\u5bb9\u306b\u3088\u3063\u3066\u4f7f\u3044\u5206\u3051\u308b\u30b1\u30fc\u30b9\u306e\u307b\u3046\u304c\u591a\u3044\u3068\u3044\u3048\u307e\u3059\u3002<\/p>\n<p>\u4ee3\u8868\u7684\u306a\u4f7f\u3044\u5206\u3051\u65b9\u306f\u6b21\u306e\u3068\u304a\u308a\u3067\u3059\u3002<\/p>\n<div 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