{"id":147,"date":"2020-08-06T13:14:36","date_gmt":"2020-08-06T04:14:36","guid":{"rendered":"http:\/\/beeknowledge.co.jp\/?page_id=147"},"modified":"2025-05-11T11:07:05","modified_gmt":"2025-05-11T02:07:05","slug":"bee%e3%82%b5%e3%83%bc%e3%83%90","status":"publish","type":"page","link":"https:\/\/beeknowledge.co.jp\/?page_id=147","title":{"rendered":"AI\u30d3\u30b8\u30e7\u30f3\u89b3\u6e2c\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u753b\u50cfAI\u4f5c\u6210\u30ad\u30c3\u30c8\uff08\u958b\u767a\u4e2d\u306e\u3082\u306e\u542b\u3080\uff09"},"content":{"rendered":"<h2>1. \u306f\u3058\u3081\u306b<\/h2>\n<p>\u753b\u50cf\u3084\u30bb\u30f3\u30b5\u30fc\u8a08\u6e2c\u306e\u6280\u8853\u3068\u5e02\u5834\u5c55\u958b\u306e\u4e21\u5074\u9762\u3092\u62c5\u3063\u3066\u304d\u305f\u7b46\u8005\u306f\u3001\u8d64\u5916\u7dda\u30fb\u6df1\u5ea6\u30bb\u30f3\u30b5\u30fc\u306a\u3069\u591a\u69d8\u306a\u6280\u8853\u3092\u5c0e\u5165\u3057\u3066\u304d\u307e\u3057\u305f\u3002\u73fe\u5728\u306f\u3001\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u53ef\u80fd\u306aAI\u30d3\u30b8\u30e7\u30f3\u89b3\u6e2c\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u958b\u767a\u3057\u3001\u30aa\u30f3\u30d7\u30ec\u30df\u30b9\u74b0\u5883\u3084\u30af\u30e9\u30a6\u30c9\u578b\u306e\u5b66\u7fd2\u74b0\u5883\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<h2>2. \u5f93\u6765\u578b\u30bb\u30f3\u30b5\u30fc\u306e\u9650\u754c<\/h2>\n<table>\n<thead>\n<tr>\n<th>\u30bb\u30f3\u30b5\u30fc\u7a2e\u5225<\/th>\n<th>\u5f37\u307f<\/th>\n<th>\u9650\u754c<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u8d64\u5916\u7dda\u30bb\u30f3\u30b5\u30fc<\/td>\n<td>\u5b89\u4fa1\u30fb\u8a2d\u7f6e\u5bb9\u6613<\/td>\n<td>\u4eba\u4ee5\u5916\u3082\u8aa4\u691c\u77e5\u3001\u540c\u6642\u901a\u904e\u306b\u5f31\u3044\u3001\u60c5\u5831\u7c92\u5ea6\u304c\u4f4e\u3044<\/td>\n<\/tr>\n<tr>\n<td>\u6df1\u5ea6\u30bb\u30f3\u30b5\u30fc<\/td>\n<td>\u5965\u884c\u304d\u628a\u63e1\u304c\u53ef\u80fd<\/td>\n<td>\u5bfe\u8c61\u306e\u5206\u985e\u3084\u5c5e\u6027\u8b58\u5225\u304c\u56f0\u96e3\u3001\u5c4b\u5916\u4f7f\u7528\u306b\u5236\u9650<\/td>\n<\/tr>\n<tr>\n<td>\u753b\u50cf\u578b\u30bb\u30f3\u30b5\u30fc<\/td>\n<td>\u6620\u50cf\u53d6\u5f97\u304c\u53ef\u80fd<\/td>\n<td>AI\u51e6\u7406\u6a5f\u80fd\u304c\u4e4f\u3057\u304f\u3001\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u6027\u304c\u9650\u5b9a\u7684<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>3. AI\u30d3\u30b8\u30e7\u30f3\u89b3\u6e2c\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306e\u7279\u5fb4<\/h2>\n<ul>\n<li><strong>\u30aa\u30f3\u30d7\u30ec\u30df\u30b9\u5bfe\u5fdc\uff1a<\/strong>\u30ed\u30fc\u30ab\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u5185\u3067\u5b8c\u7d50\u3057\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u9762\u3082\u4e07\u5168\u3002<\/li>\n<li><strong>Web UI\u3067\u7c21\u5358\u64cd\u4f5c\uff1a<\/strong>\u753b\u50cf\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3001\u6ce8\u91c8\u5165\u529b\u3001\u5b66\u7fd2\u5b9f\u884c\u306f\u3059\u3079\u3066\u30d6\u30e9\u30a6\u30b6\u4e0a\u3067\u5b8c\u7d50\u3002<\/li>\n<li><strong>\u30c9\u30ed\u30fc\u30f3\u30fb\u96fb\u529b\u8a2d\u5099\u306f\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u4f8b\uff1a<\/strong>\u5bfe\u8c61\u3092\u554f\u308f\u305a\u5fdc\u7528\u53ef\u80fd\u3002<\/li>\n<li><strong>\u5b66\u7fd2\u74b0\u5883\uff1a<\/strong>RTX 4070 Ti SUPER\uff0b\u5c02\u7528PC\u3001\u307e\u305f\u306fWeb\u30b5\u30fc\u30d3\u30b9\u5229\u7528\u304c\u53ef\u80fd\u3002<\/li>\n<li><strong>\u51fa\u529b\u5f62\u5f0f\uff1a<\/strong>ONNX\u3001CoreML\u3001GeoJSON\u306a\u3069\u3002<\/li>\n<\/ul>\n<h2>4. \u5b9f\u4f8b\uff1a\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u5bfe\u5fdc\u306e\u5177\u4f53\u4f8b<\/h2>\n<h3>4-1. \u96fb\u529b\u8a2d\u5099\u3067\u306e\u6d3b\u7528<\/h3>\n<ul>\n<li>\u5bfe\u8c61\uff1a\u6c17\u4e2d\u65ad\u8def\u5668\u306a\u3069\u306e\u9ad8\u5727\u8a2d\u5099<\/li>\n<li>\u691c\u51fa\u5185\u5bb9\uff1a\u52d5\u4f5c\u6642\u306e\u6620\u50cf\u304b\u3089\u7570\u5e38\u306a\u30bf\u30a4\u30df\u30f3\u30b0\u30fb\u6319\u52d5\u3092\u691c\u77e5<\/li>\n<li>\u69cb\u6210\uff1a\u901a\u5e38\u904b\u8ee2\u3068\u7570\u5e38\u30d1\u30bf\u30fc\u30f3\u3092\u5b66\u7fd2\u3001\u52d5\u4f5c\u8a3a\u65adAI\u3068\u3057\u3066\u52d5\u4f5c<\/li>\n<li>\u53c2\u7167\uff1a<a href=\"https:\/\/www.bookpark.ne.jp\/cm\/ieej\/detail\/IEEJ-ZT20233-073-PDF\/\" target=\"_blank\" rel=\"noopener\">AI\u753b\u50cf\u8a8d\u8b58\u306b\u3088\u308b\u6c17\u4e2d\u65ad\u8def\u5668\u52d5\u4f5c\u8a3a\u65ad\u306e\u691c\u8a0e\uff08\u96fb\u6c17\u5b66\u4f1a\uff09<\/a><\/li>\n<\/ul>\n<h3>4-2. \u30c9\u30ed\u30fc\u30f3\u306b\u3088\u308b\u9053\u8def\u70b9\u691c<\/h3>\n<ul>\n<li>\u5bfe\u8c61\uff1a\u8217\u88c5\u8def\u9762\u3001\u6a4b\u6881\u3001\u6cd5\u9762\u306a\u3069\u306e\u9053\u8def\u69cb\u9020\u7269<\/li>\n<li>\u30c7\u30fc\u30bf\u53d6\u5f97\uff1aGPS\u4ed8\u304d\u5199\u771f\u30fb\u52d5\u753b\u3092\u30c9\u30ed\u30fc\u30f3\u3067\u64ae\u5f71<\/li>\n<li>\u51e6\u7406\u65b9\u6cd5\uff1a\u53d6\u5f97\u3057\u305f\u30c7\u30fc\u30bf\u3092\u30aa\u30d5\u30e9\u30a4\u30f3\u3067\u89e3\u6790\u3057\u3001GeoJSON\u5f62\u5f0f\u3067\u30de\u30c3\u30d4\u30f3\u30b0<\/li>\n<li>\u691c\u51fa\u5185\u5bb9\uff1a\u3072\u3073\u5272\u308c\u3001\u6bb5\u5dee\u3001\u8217\u88c5\u5265\u96e2\u3001\u30dd\u30c3\u30c8\u30db\u30fc\u30eb\u306a\u3069\u306e\u640d\u50b7<\/li>\n<li>\u53c2\u8003\u6587\u732e\uff1a<a href=\"https:\/\/jcmanet.or.jp\/bunken\/symposium\/2020\/ronbun03.pdf\" target=\"_blank\" rel=\"noopener\">\u30c9\u30ed\u30fc\u30f3\u3092\u6d3b\u7528\u3057\u305f\u9053\u8def\u65bd\u8a2d\u70b9\u691c\u306e\u52b9\u7387\u5316\u306b\u95a2\u3059\u308b\u7814\u7a76\uff082020\u5e74\uff09<\/a><\/li>\n<\/ul>\n<h2>5. AI\u51e6\u7406\u30d5\u30ed\u30fc<\/h2>\n<ol>\n<li>Web UI\u306b\u753b\u50cf\u3068\u6ce8\u91c8\u3092\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9<\/li>\n<li>YOLOX\u3067\u5b66\u7fd2\u3001ONNX\u5f62\u5f0f\u306b\u81ea\u52d5\u5909\u63db<\/li>\n<li>\u63a8\u8ad6\u30a8\u30c3\u30b8\uff08Intel N100\u306a\u3069\uff09\u306b\u81ea\u52d5\u914d\u4fe1<\/li>\n<li>OpenVINO\u3084ONNX Runtime\u3067\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u63a8\u8ad6<\/li>\n<\/ol>\n<h2>6. \u6295\u8cc7\u5bfe\u52b9\u679c\uff0810\u62e0\u70b9\u30fb5\u5e74\u60f3\u5b9a\uff09<\/h2>\n<table>\n<thead>\n<tr>\n<th>\u9805\u76ee<\/th>\n<th>\u5f93\u6765\u30bb\u30f3\u30b5\u30fc<\/th>\n<th>AI\u30d3\u30b8\u30e7\u30f3\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u69cb\u6210\u30bb\u30f3\u30b5\u30fc<\/td>\n<td>\u8d64\u5916\u7dda\/\u6df1\u5ea6\u30bb\u30f3\u30b5\u30fc \u00d710<\/td>\n<td>AI\u30bb\u30f3\u30b5\u30fc\uff08N100\uff0b\u30ab\u30e1\u30e9\uff09\u00d710<\/td>\n<\/tr>\n<tr>\n<td>\u5b66\u7fd2\u74b0\u5883<\/td>\n<td>\u4e0d\u8981<\/td>\n<td>RTX 4070 Ti SUPER\u00d71\u53f0 or Web\u30b5\u30fc\u30d3\u30b9<\/td>\n<\/tr>\n<tr>\n<td>\u5e74\u9593\u70b9\u691c\u8cbb<\/td>\n<td>1,200\u4e07\u5186<\/td>\n<td>450\u4e07\u5186<\/td>\n<\/tr>\n<tr>\n<td>\u5e74\u9593\u6545\u969c\u640d\u5931<\/td>\n<td>900\u4e07\u5186<\/td>\n<td>300\u4e07\u5186<\/td>\n<\/tr>\n<tr>\n<td>5\u5e74\u7d2f\u8a08\u524a\u6e1b<\/td>\n<td>\u2013<\/td>\n<td><strong>5,500\u4e07\u5186\u4ee5\u4e0a<\/strong><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<div 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