AR\u9632\u707d\u5b9d\u63a2\u3057\uff1aYOLOX\u3068AR\u3092\u6d3b\u7528\u3057\u305f\u9632\u707d\u6559\u80b2\u306e\u793e\u4f1a\u5b9f\u9a13<\/title>\n <meta name=\"viewport\" content=\"width=device-width, initial-scale=1.0\">\n <style>\n body { font-family: \"Noto Sans JP\", sans-serif; line-height: 1.9; padding: 2rem; background: #f7fafd; color: #333; }\n h1, h2, h3 { color: #005b9a; }\n h1 { font-size: 2rem; }\n h2 { font-size: 1.5rem; margin-top: 2rem; border-bottom: 2px solid #005b9a; }\n h3 { font-size: 1.2rem; margin-top: 1.5rem; }\n ul { padding-left: 1.5rem; }\n code { background: #eee; padding: 2px 4px; border-radius: 4px; }\n .highlight { background: #e1f5fe; padding: 1rem; border-left: 6px solid #0288d1; margin: 1.5rem 0; }\n <\/style>\n<\/head>\n<body>\n\n\n\n<p>\n \u672c\u8a18\u4e8b\u3067\u306f\u3001\u7269\u4f53\u691c\u51faAI\u300cYOLOX\u300d\u3068\u62e1\u5f35\u73fe\u5b9f\u300cAR\u6280\u8853\u300d\u3092\u6d3b\u7528\u3057\u305f\u3001\u53c2\u52a0\u578b\u9632\u707d\u6559\u80b2\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u300cAR\u9632\u707d\u5b9d\u63a2\u3057\u300d\u306b\u3064\u3044\u3066\u89e3\u8aac\u3057\u307e\u3059\u3002\u3053\u308c\u306f\u3001\u5730\u57df\u306e\u5b66\u6821\u3084\u9632\u707d\u30bb\u30f3\u30bf\u30fc\u3001\u81ea\u6cbb\u4f53\u30a4\u30d9\u30f3\u30c8\u7b49\u3067\u5c55\u958b\u53ef\u80fd\u306a\u793e\u4f1a\u5b9f\u9a13\u3068\u3057\u3066\u8a2d\u8a08\u3055\u308c\u3066\u304a\u308a\u3001\u697d\u3057\u307f\u306a\u304c\u3089\u9632\u707d\u77e5\u8b58\u3092\u8eab\u306b\u3064\u3051\u308b\u65b0\u3057\u3044\u4f53\u9a13\u578b\u5b66\u7fd2\u3067\u3059\u3002\n<\/p>\n\n<h2>1. \u80cc\u666f\u3068\u76ee\u7684<\/h2>\n\n<p>\n \u707d\u5bb3\u5927\u56fd\u30fb\u65e5\u672c\u306b\u304a\u3044\u3066\u3001\u9632\u707d\u77e5\u8b58\u306f\u3059\u3079\u3066\u306e\u4e16\u4ee3\u306b\u6c42\u3081\u3089\u308c\u3066\u3044\u307e\u3059\u3002\u3057\u304b\u3057\u3001\u4e00\u822c\u7684\u306a\u9632\u707d\u6559\u80b2\u306f\u5ea7\u5b66\u4e2d\u5fc3\u3067\u3042\u308a\u3001\u7279\u306b\u5b50\u3069\u3082\u3084\u82e5\u8005\u306b\u3068\u3063\u3066\u306f\u300c\u9060\u3044\u8a71\u300d\u300c\u9000\u5c48\u306a\u8a71\u300d\u3068\u306a\u308a\u304c\u3061\u3067\u3059\u3002\u305d\u3053\u3067\u3001\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u3092\u6d3b\u7528\u3057\u3001\u5b9f\u7a7a\u9593\u3092\u821e\u53f0\u3068\u3057\u305f\u300c\u4f53\u9a13\u578b\u30fb\u63a2\u6c42\u578b\u300d\u306e\u5b66\u7fd2\u3092\u63d0\u4f9b\u3059\u308b\u3053\u3068\u3067\u3001\u9632\u707d\u610f\u8b58\u306e\u5b9a\u7740\u3092\u56f3\u308b\u306e\u304c\u672c\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u76ee\u7684\u3067\u3059\u3002\n<\/p>\n\n<h3>\u60f3\u5b9a\u3059\u308b\u8ab2\u984c<\/h3>\n<ul>\n <li>\u9632\u707d\u8a13\u7df4\u304c\u5f62\u9ab8\u5316\u3057\u3066\u304a\u308a\u3001\u95a2\u5fc3\u304c\u8584\u308c\u3066\u3044\u308b<\/li>\n <li>\u5b50\u3069\u3082\u3084\u9ad8\u9f62\u8005\u306b\u3068\u3063\u3066\u9632\u707d\u65bd\u8a2d\u30fb\u9053\u5177\u306e\u610f\u5473\u304c\u4f1d\u308f\u3063\u3066\u3044\u306a\u3044<\/li>\n <li>\u8996\u899a\u7684\u30fb\u8eab\u4f53\u7684\u306b\u8a18\u61b6\u306b\u6b8b\u308b\u4f53\u9a13\u304c\u63d0\u4f9b\u3055\u308c\u3066\u3044\u306a\u3044<\/li>\n<\/ul>\n\n<div class=\"highlight\">\n <strong>AR\u9632\u707d\u5b9d\u63a2\u3057\u306f\u3001\u300c\u697d\u3057\u3044\u00d7\u5b9f\u7528\u7684\u00d7\u5b66\u3073\u300d\u3092\u878d\u5408\u3057\u305f\u53c2\u52a0\u578b\u9632\u707d\u30d7\u30ed\u30b0\u30e9\u30e0<\/strong>\u3068\u3057\u3066\u3001\u73fe\u5834\u3067\u306e\u884c\u52d5\u5909\u5bb9\u3092\u4fc3\u3059\u793e\u4f1a\u5b9f\u9a13\u3067\u3059\u3002\n<\/div>\n\n<h2>2. \u5b9f\u65bd\u6982\u8981<\/h2>\n\n<h3>\u25a0 \u30bf\u30a4\u30c8\u30eb<\/h3>\n<p>\u300cAR\u9632\u707d\u5b9d\u63a2\u3057\uff1a\u541b\u306f\u3069\u3053\u307e\u3067\u9632\u707d\u30de\u30b9\u30bf\u30fc\u306b\u306a\u308c\u308b\u304b\uff1f\u300d<\/p>\n\n<h3>\u25a0 \u5bfe\u8c61<\/h3>\n<ul>\n <li>\u5c0f\u5b66\u751f\u301c\u4e2d\u5b66\u751f\uff08\u5b66\u6821\u6559\u80b2\u30fb\u793e\u4f1a\u79d1\u898b\u5b66\uff09<\/li>\n <li>\u89aa\u5b50\u9023\u308c\uff08\u5730\u57df\u30a4\u30d9\u30f3\u30c8\uff09<\/li>\n <li>\u5730\u57df\u306e\u9ad8\u9f62\u8005\u4f1a\u30fb\u81ea\u6cbb\u4f1a<\/li>\n<\/ul>\n\n<h3>\u25a0 \u5b9f\u65bd\u5834\u6240\u4f8b<\/h3>\n<ul>\n <li>\u9632\u707d\u30bb\u30f3\u30bf\u30fc\u5185<\/li>\n <li>\u5b66\u6821\u306e\u4f53\u80b2\u9928\u30fb\u6821\u820e\u5185<\/li>\n <li>\u516c\u5712\u30fb\u5730\u57df\u5e83\u5834<\/li>\n<\/ul>\n\n<h3>\u25a0 \u76ee\u7684\u5225\u30b9\u30c6\u30fc\u30b8\u306e\u69cb\u6210<\/h3>\n<ul>\n <li><strong>\u6d88\u706b\u5668\u30be\u30fc\u30f3\uff1a<\/strong>\u672c\u7269\u306e\u6d88\u706b\u5668\u3092YOLOX\u3067\u691c\u51fa\u2192AR\u3067\u4f7f\u3044\u65b9\u3092\u8868\u793a<\/li>\n <li><strong>\u907f\u96e3\u53e3\u30be\u30fc\u30f3\uff1a<\/strong>\u8a98\u5c0e\u706f\u3092\u691c\u51fa\u2192AR\u77e2\u5370\u3067\u907f\u96e3\u7d4c\u8def\u3092\u53ef\u8996\u5316<\/li>\n <li><strong>\u975e\u5e38\u98df\u30be\u30fc\u30f3\uff1a<\/strong>\u4fdd\u5b58\u98df\u30d1\u30c3\u30b1\u30fc\u30b8\u3092\u691c\u51fa\u2192AR\u3067\u30af\u30a4\u30ba\u3092\u51fa\u984c<\/li>\n<\/ul>\n\n<h2>3. \u6280\u8853\u69cb\u6210\u3068\u4ed5\u7d44\u307f<\/h2>\n\n<h3>\u25a0 \u30b7\u30b9\u30c6\u30e0\u5168\u4f53\u50cf<\/h3>\n<ul>\n <li>\u30b9\u30de\u30fc\u30c8\u30d5\u30a9\u30f3\u306e\u30ab\u30e1\u30e9\u3067\u30ea\u30a2\u30eb\u7a7a\u9593\u3092\u30b9\u30ad\u30e3\u30f3<\/li>\n <li>YOLOX\u304c\u9632\u707d\u95a2\u9023\u7269\u4f53\uff08\u6d88\u706b\u5668\u30fb\u8a98\u5c0e\u706f\u30fb\u9632\u707d\u30d0\u30c3\u30b0\u306a\u3069\uff09\u3092\u691c\u51fa<\/li>\n <li>\u8a72\u5f53\u3059\u308b\u7269\u4f53\u304c\u8a8d\u8b58\u3055\u308c\u308b\u3068\u3001\u305d\u306e\u4e0a\u306bAR\u5b9d\u7bb1\uff083D\/\u753b\u50cf\uff09\u304c\u51fa\u73fe<\/li>\n <li>\u30bf\u30c3\u30d7\u3059\u308b\u3068\u9632\u707d\u77e5\u8b58\u30fb\u30af\u30a4\u30ba\u30fb\u97f3\u58f0\u30ac\u30a4\u30c9\u306a\u3069\u304c\u8868\u793a<\/li>\n <li>\u30e6\u30fc\u30b6\u30fc\u306f\u30b9\u30b3\u30a2\u3092\u96c6\u3081\u3066\u300c\u9632\u707d\u30de\u30b9\u30bf\u30fc\u300d\u3092\u76ee\u6307\u3059<\/li>\n<\/ul>\n\n<h3>\u25a0 \u6280\u8853\u30b9\u30bf\u30c3\u30af<\/h3>\n<table border=\"1\" cellpadding=\"8\">\n <tr><th>\u6a5f\u80fd<\/th><th>\u6280\u8853<\/th><\/tr>\n <tr><td>\u7269\u4f53\u691c\u51fa<\/td><td>YOLOX + ONNX\u5f62\u5f0f\uff08\u8efd\u91cf\u30e2\u30c7\u30eb\uff09<\/td><\/tr>\n <tr><td>AR\u8868\u793a<\/td><td>WebAR\uff08A-Frame + AR.js\uff09\u307e\u305f\u306fUnity + AR Foundation<\/td><\/tr>\n <tr><td>\u30d0\u30c3\u30af\u30a8\u30f3\u30c9<\/td><td>Flask \/ FastAPI \u306b\u3088\u308b\u63a8\u8ad6\u3068\u30b9\u30b3\u30a2\u7ba1\u7406<\/td><\/tr>\n <tr><td>\u30ed\u30b0\u53ce\u96c6<\/td><td>\u753b\u50cf\u30fb\u65e5\u6642\u30fb\u4f4d\u7f6e\u60c5\u5831\u3092\u4fdd\u5b58\uff08\u500b\u4eba\u60c5\u5831\u306f\u4fdd\u6301\u305b\u305a\uff09<\/td><\/tr>\n<\/table>\n\n<h2>4. \u793e\u4f1a\u5b9f\u9a13\u3068\u3057\u3066\u306e\u610f\u7fa9<\/h2>\n\n<p>\n AR\u9632\u707d\u5b9d\u63a2\u3057\u306f\u3001\u5358\u306a\u308b\u30ec\u30af\u30ea\u30a8\u30fc\u30b7\u30e7\u30f3\u3067\u306f\u306a\u304f\u3001\u5b9f\u969b\u306e\u5371\u967a\u7b87\u6240\u30fb\u907f\u96e3\u8a2d\u5099\u30fb\u9632\u707d\u8cc7\u6e90\u306b\u5bfe\u3059\u308b\u300c\u6c17\u3065\u304d\u300d\u3092\u4e0e\u3048\u308b\u6559\u80b2\u624b\u6bb5\u3067\u3059\u3002\n<\/p>\n\n<h3>\u6559\u80b2\u52b9\u679c<\/h3>\n<ul>\n <li>\u8996\u899a\u7684\u30fb\u8eab\u4f53\u7684\u306a\u8a18\u61b6\u306b\u3088\u308b\u5b9a\u7740<\/li>\n <li>\u5b50\u3069\u3082\u540c\u58eb\u30fb\u89aa\u5b50\u9593\u306e\u5bfe\u8a71\u304c\u751f\u307e\u308c\u308b<\/li>\n <li>\u300c\u904a\u3073\u300d\u306e\u4e2d\u3067\u81ea\u3089\u80fd\u52d5\u7684\u306b\u5b66\u3076\u59ff\u52e2\u3092\u80b2\u3080<\/li>\n<\/ul>\n\n<h3>\u5730\u57df\u8ab2\u984c\u3068\u306e\u63a5\u7d9a<\/h3>\n<ul>\n <li>\u9ad8\u9f62\u8005\u3084\u969c\u304c\u3044\u8005\u306e\u907f\u96e3\u652f\u63f4\u8996\u70b9\u3092\u542b\u3081\u305f\u30d0\u30ea\u30a2\u30c1\u30a7\u30c3\u30af\u3082\u53ef\u80fd<\/li>\n <li>\u8857\u6b69\u304d\u306e\u4e2d\u3067\u306e\u300c\u70b9\u691c\u30c4\u30fc\u30eb\u300d\u3068\u3057\u3066\u3082\u5c55\u958b\u53ef\u80fd<\/li>\n <li>\u5c06\u6765\u7684\u306b\u306f\u81ea\u6cbb\u4f53\u306eGIS\u30b7\u30b9\u30c6\u30e0\u3068\u9023\u643a\u3057\u3066\u5371\u967a\u500b\u6240\u60c5\u5831\u306e\u30a2\u30c3\u30d7\u30c7\u30fc\u30c8\u306b\u3082\u6d3b\u7528<\/li>\n<\/ul>\n\n<h2>5. \u5c0e\u5165\u30b9\u30c6\u30c3\u30d7<\/h2>\n\n<ol>\n <li>\u9632\u707d\u65bd\u8a2d\u3084\u5b66\u6821\u3067\u306e\u5354\u529b\u3092\u5f97\u3066\u5b9f\u9a13\u4f1a\u5834\u3092\u8a2d\u7f6e<\/li>\n <li>YOLOX\u5b66\u7fd2\u6e08\u307f\u30e2\u30c7\u30eb\u306b\u300c\u9632\u707d\u7269\u54c1\u753b\u50cf\u300d\u3092\u767b\u9332<\/li>\n <li>AR\u30b3\u30f3\u30c6\u30f3\u30c4\uff08\u5b9d\u7bb1\u3084\u30af\u30a4\u30ba\uff09\u3092\u6e96\u5099<\/li>\n <li>\u30b9\u30de\u30fc\u30c8\u30d5\u30a9\u30f3\u307e\u305f\u306f\u30bf\u30d6\u30ec\u30c3\u30c8\u306b\u5c02\u7528Web\u30da\u30fc\u30b8\u3092\u6848\u5185<\/li>\n <li>\u53c2\u52a0\u8005\u304c\u63a2\u7d22 \u2192 \u30bf\u30c3\u30d7 \u2192 \u30af\u30a4\u30ba \u2192 \u30b9\u30b3\u30a2\u53ce\u96c6<\/li>\n <li>\u6700\u5f8c\u306b\u300c\u9632\u707d\u30de\u30b9\u30bf\u30fc\u8a8d\u5b9a\u8a3c\u300d\u3092\u767a\u884c or \u8868\u5f70<\/li>\n<\/ol>\n\n<h2>6. \u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u30fb\u5b89\u5168\u9762\u306e\u914d\u616e<\/h2>\n\n<ul>\n <li>\u9854\u691c\u51fa\u30fb\u9332\u753b\u3092\u884c\u308f\u305a\u3001\u500b\u4eba\u8b58\u5225\u306a\u3057\u3067\u52d5\u4f5c<\/li>\n <li>\u5168\u30c7\u30fc\u30bf\u306f\u533f\u540dID + \u6642\u9593 + \u691c\u51fa\u7269\u306e\u307f<\/li>\n <li>\u901a\u4fe1\u91cf\u3092\u6291\u3048\u3001\u30aa\u30d5\u30e9\u30a4\u30f3\u30ad\u30e3\u30c3\u30b7\u30e5\u306b\u3082\u5bfe\u5fdc<\/li>\n <li>\u30a2\u30ec\u30eb\u30ae\u30fc\u30fb\u30d0\u30ea\u30a2\u60c5\u5831\u306a\u3069\u306e\u4e8b\u524d\u30d2\u30a2\u30ea\u30f3\u30b0\u3092\u63a8\u5968<\/li>\n<\/ul>\n\n<h2>7. \u4eca\u5f8c\u306e\u5c55\u958b\u3068\u9023\u643a\u53ef\u80fd\u6027<\/h2>\n\n<ul>\n <li>\u5730\u57df\u30a4\u30d9\u30f3\u30c8\u3068\u306e\u9023\u52d5\uff08\u590f\u796d\u308a\u00d7\u9632\u707d\u3001\u9053\u306e\u99c5\u306a\u3069\uff09<\/li>\n <li>\u5b66\u6821\u6559\u80b2\uff08\u793e\u4f1a\u30fb\u6280\u8853\u30fb\u7dcf\u5408\u5b66\u7fd2\uff09\u3078\u306e\u6559\u6750\u5316<\/li>\n <li>\u9ad8\u9f62\u8005\u65bd\u8a2d\u3067\u306e\u8a8d\u77e5\u75c7\u4e88\u9632 \u00d7 \u9632\u707d\u6559\u80b2<\/li>\n <li>\u5916\u56fd\u4eba\u89b3\u5149\u5ba2\u5411\u3051\u9632\u707d\u30ac\u30a4\u30c9\u6a5f\u80fd\uff08\u591a\u8a00\u8a9eAR\uff09<\/li>\n<\/ul>\n\n<div class=\"highlight\">\n \u4eca\u5f8c\u306f\u3001\u53ce\u96c6\u3055\u308c\u305f\u884c\u52d5\u30ed\u30b0\u3092\u3082\u3068\u306b\u3001\u300c\u3069\u306e\u8a2d\u5099\u304c\u898b\u3064\u304b\u308a\u306b\u304f\u3044\u304b\u300d\u300c\u7406\u89e3\u5ea6\u304c\u4f4e\u3044\u9805\u76ee\u306f\u4f55\u304b\u300d\u306a\u3069\u3092\u53ef\u8996\u5316\u3057\u3001\u81ea\u6cbb\u4f53\u3084\u9632\u707d\u6a5f\u95a2\u306e\u6559\u80b2\u6539\u5584\u306b\u3082\u8ca2\u732e\u53ef\u80fd\u3067\u3059\u3002\n<\/div>\n\n<h2>8. \u307e\u3068\u3081<\/h2>\n\n<p>\n 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$\"\"$ <\/div>\n\n\n\n \n AR\u9632\u707d\u5b9d\u63a2\u3057\uff1aYOLOX\u3068AR\u3092\u6d3b\u7528\u3057\u305f\u9632\u707d\u6559\u80b2\u306e\u793e\u4f1a\u5b9f\u9a13<\/title>\n <meta name=\"viewport\" content=\"width=device-width, initial-scale=1.0\">\n <style>\n body { font-family: \"Noto Sans JP\", sans-serif; line-height: 1.9; padding: 2rem; background: #f7fafd; color: #333; }\n h1, h2, h3 { color: #005b9a; }\n h1 { font-size: 2rem; }\n h2 { font-size: 1.5rem; margin-top: 2rem; border-bottom: 2px solid #005b9a; }\n h3 { font-size: 1.2rem; margin-top: 1.5rem; }\n ul { padding-left: 1.5rem; }\n code { background: #eee; padding: 2px 4px; border-radius: 4px; }\n .highlight { background: #e1f5fe; padding: 1rem; border-left: 6px solid #0288d1; margin: 1.5rem 0; }\n <\/style>\n<\/head>\n<body>\n\n\n\n<p>\n 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<li>\u9632\u707d\u8a13\u7df4\u304c\u5f62\u9ab8\u5316\u3057\u3066\u304a\u308a\u3001\u95a2\u5fc3\u304c\u8584\u308c\u3066\u3044\u308b<\/li>\n <li>\u5b50\u3069\u3082\u3084\u9ad8\u9f62\u8005\u306b\u3068\u3063\u3066\u9632\u707d\u65bd\u8a2d\u30fb\u9053\u5177\u306e\u610f\u5473\u304c\u4f1d\u308f\u3063\u3066\u3044\u306a\u3044<\/li>\n <li>\u8996\u899a\u7684\u30fb\u8eab\u4f53\u7684\u306b\u8a18\u61b6\u306b\u6b8b\u308b\u4f53\u9a13\u304c\u63d0\u4f9b\u3055\u308c\u3066\u3044\u306a\u3044<\/li>\n<\/ul>\n\n<div class=\"highlight\">\n <strong>AR\u9632\u707d\u5b9d\u63a2\u3057\u306f\u3001\u300c\u697d\u3057\u3044\u00d7\u5b9f\u7528\u7684\u00d7\u5b66\u3073\u300d\u3092\u878d\u5408\u3057\u305f\u53c2\u52a0\u578b\u9632\u707d\u30d7\u30ed\u30b0\u30e9\u30e0<\/strong>\u3068\u3057\u3066\u3001\u73fe\u5834\u3067\u306e\u884c\u52d5\u5909\u5bb9\u3092\u4fc3\u3059\u793e\u4f1a\u5b9f\u9a13\u3067\u3059\u3002\n<\/div>\n\n<h2>2. \u5b9f\u65bd\u6982\u8981<\/h2>\n\n<h3>\u25a0 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<li><strong>\u6d88\u706b\u5668\u30be\u30fc\u30f3\uff1a<\/strong>\u672c\u7269\u306e\u6d88\u706b\u5668\u3092YOLOX\u3067\u691c\u51fa\u2192AR\u3067\u4f7f\u3044\u65b9\u3092\u8868\u793a<\/li>\n <li><strong>\u907f\u96e3\u53e3\u30be\u30fc\u30f3\uff1a<\/strong>\u8a98\u5c0e\u706f\u3092\u691c\u51fa\u2192AR\u77e2\u5370\u3067\u907f\u96e3\u7d4c\u8def\u3092\u53ef\u8996\u5316<\/li>\n <li><strong>\u975e\u5e38\u98df\u30be\u30fc\u30f3\uff1a<\/strong>\u4fdd\u5b58\u98df\u30d1\u30c3\u30b1\u30fc\u30b8\u3092\u691c\u51fa\u2192AR\u3067\u30af\u30a4\u30ba\u3092\u51fa\u984c<\/li>\n<\/ul>\n\n<h2>3. \u6280\u8853\u69cb\u6210\u3068\u4ed5\u7d44\u307f<\/h2>\n\n<h3>\u25a0 \u30b7\u30b9\u30c6\u30e0\u5168\u4f53\u50cf<\/h3>\n<ul>\n <li>\u30b9\u30de\u30fc\u30c8\u30d5\u30a9\u30f3\u306e\u30ab\u30e1\u30e9\u3067\u30ea\u30a2\u30eb\u7a7a\u9593\u3092\u30b9\u30ad\u30e3\u30f3<\/li>\n <li>YOLOX\u304c\u9632\u707d\u95a2\u9023\u7269\u4f53\uff08\u6d88\u706b\u5668\u30fb\u8a98\u5c0e\u706f\u30fb\u9632\u707d\u30d0\u30c3\u30b0\u306a\u3069\uff09\u3092\u691c\u51fa<\/li>\n <li>\u8a72\u5f53\u3059\u308b\u7269\u4f53\u304c\u8a8d\u8b58\u3055\u308c\u308b\u3068\u3001\u305d\u306e\u4e0a\u306bAR\u5b9d\u7bb1\uff083D\/\u753b\u50cf\uff09\u304c\u51fa\u73fe<\/li>\n <li>\u30bf\u30c3\u30d7\u3059\u308b\u3068\u9632\u707d\u77e5\u8b58\u30fb\u30af\u30a4\u30ba\u30fb\u97f3\u58f0\u30ac\u30a4\u30c9\u306a\u3069\u304c\u8868\u793a<\/li>\n <li>\u30e6\u30fc\u30b6\u30fc\u306f\u30b9\u30b3\u30a2\u3092\u96c6\u3081\u3066\u300c\u9632\u707d\u30de\u30b9\u30bf\u30fc\u300d\u3092\u76ee\u6307\u3059<\/li>\n<\/ul>\n\n<h3>\u25a0 \u6280\u8853\u30b9\u30bf\u30c3\u30af<\/h3>\n<table border=\"1\" cellpadding=\"8\">\n <tr><th>\u6a5f\u80fd<\/th><th>\u6280\u8853<\/th><\/tr>\n <tr><td>\u7269\u4f53\u691c\u51fa<\/td><td>YOLOX + ONNX\u5f62\u5f0f\uff08\u8efd\u91cf\u30e2\u30c7\u30eb\uff09<\/td><\/tr>\n <tr><td>AR\u8868\u793a<\/td><td>WebAR\uff08A-Frame + AR.js\uff09\u307e\u305f\u306fUnity + AR Foundation<\/td><\/tr>\n <tr><td>\u30d0\u30c3\u30af\u30a8\u30f3\u30c9<\/td><td>Flask \/ FastAPI \u306b\u3088\u308b\u63a8\u8ad6\u3068\u30b9\u30b3\u30a2\u7ba1\u7406<\/td><\/tr>\n <tr><td>\u30ed\u30b0\u53ce\u96c6<\/td><td>\u753b\u50cf\u30fb\u65e5\u6642\u30fb\u4f4d\u7f6e\u60c5\u5831\u3092\u4fdd\u5b58\uff08\u500b\u4eba\u60c5\u5831\u306f\u4fdd\u6301\u305b\u305a\uff09<\/td><\/tr>\n<\/table>\n\n<h2>4. \u793e\u4f1a\u5b9f\u9a13\u3068\u3057\u3066\u306e\u610f\u7fa9<\/h2>\n\n<p>\n AR\u9632\u707d\u5b9d\u63a2\u3057\u306f\u3001\u5358\u306a\u308b\u30ec\u30af\u30ea\u30a8\u30fc\u30b7\u30e7\u30f3\u3067\u306f\u306a\u304f\u3001\u5b9f\u969b\u306e\u5371\u967a\u7b87\u6240\u30fb\u907f\u96e3\u8a2d\u5099\u30fb\u9632\u707d\u8cc7\u6e90\u306b\u5bfe\u3059\u308b\u300c\u6c17\u3065\u304d\u300d\u3092\u4e0e\u3048\u308b\u6559\u80b2\u624b\u6bb5\u3067\u3059\u3002\n<\/p>\n\n<h3>\u6559\u80b2\u52b9\u679c<\/h3>\n<ul>\n <li>\u8996\u899a\u7684\u30fb\u8eab\u4f53\u7684\u306a\u8a18\u61b6\u306b\u3088\u308b\u5b9a\u7740<\/li>\n <li>\u5b50\u3069\u3082\u540c\u58eb\u30fb\u89aa\u5b50\u9593\u306e\u5bfe\u8a71\u304c\u751f\u307e\u308c\u308b<\/li>\n <li>\u300c\u904a\u3073\u300d\u306e\u4e2d\u3067\u81ea\u3089\u80fd\u52d5\u7684\u306b\u5b66\u3076\u59ff\u52e2\u3092\u80b2\u3080<\/li>\n<\/ul>\n\n<h3>\u5730\u57df\u8ab2\u984c\u3068\u306e\u63a5\u7d9a<\/h3>\n<ul>\n <li>\u9ad8\u9f62\u8005\u3084\u969c\u304c\u3044\u8005\u306e\u907f\u96e3\u652f\u63f4\u8996\u70b9\u3092\u542b\u3081\u305f\u30d0\u30ea\u30a2\u30c1\u30a7\u30c3\u30af\u3082\u53ef\u80fd<\/li>\n <li>\u8857\u6b69\u304d\u306e\u4e2d\u3067\u306e\u300c\u70b9\u691c\u30c4\u30fc\u30eb\u300d\u3068\u3057\u3066\u3082\u5c55\u958b\u53ef\u80fd<\/li>\n <li>\u5c06\u6765\u7684\u306b\u306f\u81ea\u6cbb\u4f53\u306eGIS\u30b7\u30b9\u30c6\u30e0\u3068\u9023\u643a\u3057\u3066\u5371\u967a\u500b\u6240\u60c5\u5831\u306e\u30a2\u30c3\u30d7\u30c7\u30fc\u30c8\u306b\u3082\u6d3b\u7528<\/li>\n<\/ul>\n\n<h2>5. \u5c0e\u5165\u30b9\u30c6\u30c3\u30d7<\/h2>\n\n<ol>\n <li>\u9632\u707d\u65bd\u8a2d\u3084\u5b66\u6821\u3067\u306e\u5354\u529b\u3092\u5f97\u3066\u5b9f\u9a13\u4f1a\u5834\u3092\u8a2d\u7f6e<\/li>\n <li>YOLOX\u5b66\u7fd2\u6e08\u307f\u30e2\u30c7\u30eb\u306b\u300c\u9632\u707d\u7269\u54c1\u753b\u50cf\u300d\u3092\u767b\u9332<\/li>\n <li>AR\u30b3\u30f3\u30c6\u30f3\u30c4\uff08\u5b9d\u7bb1\u3084\u30af\u30a4\u30ba\uff09\u3092\u6e96\u5099<\/li>\n <li>\u30b9\u30de\u30fc\u30c8\u30d5\u30a9\u30f3\u307e\u305f\u306f\u30bf\u30d6\u30ec\u30c3\u30c8\u306b\u5c02\u7528Web\u30da\u30fc\u30b8\u3092\u6848\u5185<\/li>\n <li>\u53c2\u52a0\u8005\u304c\u63a2\u7d22 \u2192 \u30bf\u30c3\u30d7 \u2192 \u30af\u30a4\u30ba \u2192 \u30b9\u30b3\u30a2\u53ce\u96c6<\/li>\n <li>\u6700\u5f8c\u306b\u300c\u9632\u707d\u30de\u30b9\u30bf\u30fc\u8a8d\u5b9a\u8a3c\u300d\u3092\u767a\u884c or \u8868\u5f70<\/li>\n<\/ol>\n\n<h2>6. \u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u30fb\u5b89\u5168\u9762\u306e\u914d\u616e<\/h2>\n\n<ul>\n <li>\u9854\u691c\u51fa\u30fb\u9332\u753b\u3092\u884c\u308f\u305a\u3001\u500b\u4eba\u8b58\u5225\u306a\u3057\u3067\u52d5\u4f5c<\/li>\n <li>\u5168\u30c7\u30fc\u30bf\u306f\u533f\u540dID + \u6642\u9593 + \u691c\u51fa\u7269\u306e\u307f<\/li>\n <li>\u901a\u4fe1\u91cf\u3092\u6291\u3048\u3001\u30aa\u30d5\u30e9\u30a4\u30f3\u30ad\u30e3\u30c3\u30b7\u30e5\u306b\u3082\u5bfe\u5fdc<\/li>\n <li>\u30a2\u30ec\u30eb\u30ae\u30fc\u30fb\u30d0\u30ea\u30a2\u60c5\u5831\u306a\u3069\u306e\u4e8b\u524d\u30d2\u30a2\u30ea\u30f3\u30b0\u3092\u63a8\u5968<\/li>\n<\/ul>\n\n<h2>7. \u4eca\u5f8c\u306e\u5c55\u958b\u3068\u9023\u643a\u53ef\u80fd\u6027<\/h2>\n\n<ul>\n <li>\u5730\u57df\u30a4\u30d9\u30f3\u30c8\u3068\u306e\u9023\u52d5\uff08\u590f\u796d\u308a\u00d7\u9632\u707d\u3001\u9053\u306e\u99c5\u306a\u3069\uff09<\/li>\n <li>\u5b66\u6821\u6559\u80b2\uff08\u793e\u4f1a\u30fb\u6280\u8853\u30fb\u7dcf\u5408\u5b66\u7fd2\uff09\u3078\u306e\u6559\u6750\u5316<\/li>\n <li>\u9ad8\u9f62\u8005\u65bd\u8a2d\u3067\u306e\u8a8d\u77e5\u75c7\u4e88\u9632 \u00d7 \u9632\u707d\u6559\u80b2<\/li>\n <li>\u5916\u56fd\u4eba\u89b3\u5149\u5ba2\u5411\u3051\u9632\u707d\u30ac\u30a4\u30c9\u6a5f\u80fd\uff08\u591a\u8a00\u8a9eAR\uff09<\/li>\n<\/ul>\n\n<div class=\"highlight\">\n \u4eca\u5f8c\u306f\u3001\u53ce\u96c6\u3055\u308c\u305f\u884c\u52d5\u30ed\u30b0\u3092\u3082\u3068\u306b\u3001\u300c\u3069\u306e\u8a2d\u5099\u304c\u898b\u3064\u304b\u308a\u306b\u304f\u3044\u304b\u300d\u300c\u7406\u89e3\u5ea6\u304c\u4f4e\u3044\u9805\u76ee\u306f\u4f55\u304b\u300d\u306a\u3069\u3092\u53ef\u8996\u5316\u3057\u3001\u81ea\u6cbb\u4f53\u3084\u9632\u707d\u6a5f\u95a2\u306e\u6559\u80b2\u6539\u5584\u306b\u3082\u8ca2\u732e\u53ef\u80fd\u3067\u3059\u3002\n<\/div>\n\n<h2>8. \u307e\u3068\u3081<\/h2>\n\n<p>\n AR\u9632\u707d\u5b9d\u63a2\u3057\u306f\u3001\u6700\u65b0\u306eAI\u7269\u4f53\u691c\u51fa\u6280\u8853\u3068AR\u3092\u7d44\u307f\u5408\u308f\u305b\u3001\u9000\u5c48\u306b\u601d\u308f\u308c\u304c\u3061\u306a\u9632\u707d\u6559\u80b2\u306b\u9769\u65b0\u3092\u3082\u305f\u3089\u3057\u307e\u3059\u3002\u300c\u697d\u3057\u3044\u300d\u300c\u5b66\u3079\u308b\u300d\u300c\u5f79\u306b\u7acb\u3064\u300d\u4f53\u9a13\u3092\u901a\u3058\u3066\u3001\u9632\u707d\u3092\u201c\u81ea\u5206\u3054\u3068\u201d\u306b\u5909\u3048\u308b\u2500\u2500\u3053\u306e\u793e\u4f1a\u5b9f\u9a13\u306f\u3001\u672a\u6765\u306e\u707d\u5bb3\u5bfe\u5fdc\u529b\u3092\u80b2\u3080\u65b0\u305f\u306a\u8a66\u307f\u3068\u306a\u308b\u3067\u3057\u3087\u3046\u3002\n<\/p>\n<div class=\"footer\">\n2025 \uff06copy\uff1b \u00a9\u3000\u682a\u5f0f\u4f1a\u793e\u30d3\u30fc\u30fb\u30ca\u30ec\u30c3\u30b8\u30fb\u30c7\u30b6\u30a4\u30f3\n\u3053\u306e\u8cc7\u6599\u30fb\u8a2d\u8a08\u30fb\u30a2\u30a4\u30c7\u30a2\u306f\u5168\u3066\u518d\u5229\u7528\u30fb\u5c0e\u5165\u30fb\u5546\u7528\u53ef\u3002\u73fe\u5834\u5c0e\u5165\u30b5\u30dd\u30fc\u30c8\u3084\u30b7\u30b9\u30c6\u30e0\u5316\u76f8\u8ac7\u3082\u968f\u6642\u627f\u308a\u307e\u3059\u3002\n<\/div>\n<\/body>\n<\/html>\n\n","protected":false},"excerpt":{"rendered":"<p>AR\u9632\u707d\u5b9d\u63a2\u3057\uff1aYOLOX\u3068AR\u3092\u6d3b\u7528\u3057\u305f\u9632\u707d\u6559\u80b2\u306e\u793e\u4f1a\u5b9f\u9a13 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[…]<\/p>\n","protected":false},"author":1,"featured_media":1527,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"saved_in_kubio":false,"om_disable_all_campaigns":false,"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"_uf_show_specific_survey":0,"_uf_disable_surveys":false,"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"sns_share_botton_hide":"","vkExUnit_sns_title":"","_vk_print_noindex":"","sitemap_hide":"","vkExUnit_EyeCatch_disable":"","_veu_custom_css":"","veu_display_promotion_alert":"common","vkexunit_cta_each_option":"","_jetpack_feature_clip_id":0,"_jetpack_memberships_contains_paid_content":false,"_lightning_design_setting":{"layout":"default"},"footnotes":"","jetpack_post_was_ever_published":false},"categories":[5,71,54,70],"tags":[],"class_list":["post-1525","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai","category-ar","category-54","category-70"],"aioseo_notices":[],"aioseo_head":"\n\t\t\n\t<meta name=\"robots\" content=\"max-image-preview:large\" \/>\n\t<meta name=\"author\" content=\"takashide\"\/>\n\t<link rel=\"canonical\" href=\"https:\/\/beeknowledge.co.jp\/?p=1525\" \/>\n\t<meta name=\"generator\" content=\"All in One SEO (AIOSEO) 4.9.8\" \/>\n\t\t<meta property=\"og:locale\" content=\"ja_JP\" \/>\n\t\t<meta property=\"og:site_name\" content=\"Bee Knowledge\" \/>\n\t\t<meta property=\"og:type\" content=\"article\" \/>\n\t\t<meta property=\"og:title\" content=\"AR\u9632\u707d\u5b9d\u63a2\u3057\uff1aYOLOX\u3068AR\u3092\u6d3b\u7528\u3057\u305f\u9632\u707d\u6559\u80b2\u306e\u793e\u4f1a\u5b9f\u9a13 | \u201d\u77e5\u201d\uff08\u30c7\u30b8\u30bf\u30eb\u6280\u8853\uff09\u3092\u3001\u3082\u3063\u3068\u8eab\u8fd1\u306b\" \/>\n\t\t<meta property=\"og:url\" content=\"https:\/\/beeknowledge.co.jp\/?p=1525\" \/>\n\t\t<meta property=\"fb:admins\" content=\"takashide@beeknowledge.co.jp\" \/>\n\t\t<meta property=\"og:image\" content=\"https:\/\/beeknowledge.co.jp\/wp-content\/uploads\/2025\/07\/ARimage.jpg\" \/>\n\t\t<meta property=\"og:image:secure_url\" content=\"https:\/\/beeknowledge.co.jp\/wp-content\/uploads\/2025\/07\/ARimage.jpg\" \/>\n\t\t<meta property=\"og:image:width\" content=\"1024\" \/>\n\t\t<meta property=\"og:image:height\" content=\"1024\" \/>\n\t\t<meta property=\"article:published_time\" content=\"2025-07-12T21:58:37+00:00\" \/>\n\t\t<meta property=\"article:modified_time\" content=\"2025-07-12T21:58:38+00:00\" \/>\n\t\t<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/SpiralKnowledge\/\" \/>\n\t\t<meta name=\"twitter:card\" content=\"summary\" \/>\n\t\t<meta name=\"twitter:title\" content=\"AR\u9632\u707d\u5b9d\u63a2\u3057\uff1aYOLOX\u3068AR\u3092\u6d3b\u7528\u3057\u305f\u9632\u707d\u6559\u80b2\u306e\u793e\u4f1a\u5b9f\u9a13 | \u201d\u77e5\u201d\uff08\u30c7\u30b8\u30bf\u30eb\u6280\u8853\uff09\u3092\u3001\u3082\u3063\u3068\u8eab\u8fd1\u306b\" \/>\n\t\t<meta 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