DIY\u30c9\u30ed\u30fc\u30f3\u306b\u30ca\u30ce\u30d5\u30a9\u30c8\u30cb\u30af\u30b9\u6280\u8853\u3092\u53d6\u308a\u5165\u308c\u308b\u65b9\u6cd5<\/title>\n <meta name=\"description\" content=\"DIY\u30c9\u30ed\u30fc\u30f3\u306b\u6700\u5148\u7aef\u306e\u30ca\u30ce\u30d5\u30a9\u30c8\u30cb\u30af\u30b9\u6280\u8853\u3092\u5c0e\u5165\u3059\u308b\u5177\u4f53\u7684\u306a\u65b9\u6cd5\u3092\u89e3\u8aac\u3002\u80cc\u666f\u304b\u3089\u90e8\u54c1\u9078\u5b9a\u3001\u5b9f\u88c5\u624b\u9806\u3001\u5fdc\u7528\u4f8b\u3001\u305d\u3057\u3066\u6700\u65b0\u7814\u7a76\u52d5\u5411\u307e\u3067\u7db2\u7f85\u7684\u306b\u3054\u7d39\u4ecb\u3057\u307e\u3059\u3002\">\n <style>\n body { font-family: \"Yu Gothic\", \"Meiryo\", sans-serif; line-height: 1.8; color: #222; background: #fafafa; }\n header, footer { background: #eee; padding: 1em; text-align: center; }\n article { background: #fff; max-width: 900px; margin: 30px auto; padding: 2em 2.5em; border-radius: 12px; box-shadow: 0 0 8px #ddd; }\n h1, h2, h3 { color: #2779bd; }\n pre { background: #f3f3f3; padding: 1em; overflow-x: auto; }\n .illust { background: #ddeeff; color: #888; border: 2px dashed #99c; margin: 20px 0; text-align: center; padding: 50px 0; border-radius: 14px; }\n ul, ol { margin-left: 1.2em; }\n a { color: #1c87c9; text-decoration: underline; }\n .links { background: #e3f7fa; padding: 1em; border-radius: 8px; margin: 2em 0; }\n .tips { color: #477; font-size: 0.97em; background: #e9ffe9; padding: 0.7em 1.2em; border-radius: 8px; }\n <\/style>\n<\/head>\n<body>\n<header>\n \n <p>\u2015 \u672a\u6765\u306e\u8996\u899a\u3092\u500b\u4eba\u3067\u5b9f\u73fe\u3059\u308b\u305f\u3081\u306e\u30b9\u30c6\u30c3\u30d7\u30d0\u30a4\u30b9\u30c6\u30c3\u30d7\u89e3\u8aac \u2015<\/p>\n<\/header>\n<article>\n <section>\n <h2>\u306f\u3058\u3081\u306b<\/h2>\n <p>\n \u8fd1\u5e74\u3001\u30c9\u30ed\u30fc\u30f3\u306e\u81ea\u4f5c\uff08DIY\uff09\u306f\u4e00\u822c\u306e\u611b\u597d\u8005\u306b\u3082\u8eab\u8fd1\u306a\u8da3\u5473\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u52a0\u3048\u3066\u3001\u30ca\u30ce\u30e1\u30fc\u30c8\u30eb\u30b9\u30b1\u30fc\u30eb\u306e\u69cb\u9020\u3067\u5149\u3092\u81ea\u5728\u306b\u64cd\u308b\u300c\u30ca\u30ce\u30d5\u30a9\u30c8\u30cb\u30af\u30b9\u300d\u306f\u3001\u7523\u696d\u754c\u30fb\u5b66\u8853\u754c\u3067\u6ce8\u76ee\u3055\u308c\u308b\u6700\u5148\u7aef\u6280\u8853\u3067\u3059\u3002<br>\n \u672c\u8a18\u4e8b\u3067\u306f\u3001\u3053\u308c\u3089\u3092\u878d\u5408\u3057\u3001<strong>DIY\u30c9\u30ed\u30fc\u30f3\u306b\u30ca\u30ce\u30d5\u30a9\u30c8\u30cb\u30af\u30b9\u6280\u8853\uff08\u4f8b\uff1a\u30e1\u30bf\u30ec\u30f3\u30ba\u30ab\u30e1\u30e9\uff09\u3092\u5b9f\u88c5\u3059\u308b\u5177\u4f53\u7684\u306a\u65b9\u6cd5<\/strong>\u3092\u5fb9\u5e95\u89e3\u8aac\u3057\u307e\u3059\u3002\n <\/p>\n \n <\/section>\n <section>\n <h2>1. \u30ca\u30ce\u30d5\u30a9\u30c8\u30cb\u30af\u30b9\u6280\u8853\u3068\u306f\u4f55\u304b\uff1f<\/h2>\n <p>\n <strong>\u30ca\u30ce\u30d5\u30a9\u30c8\u30cb\u30af\u30b9<\/strong>\u306f\u3001\u30ca\u30ce\u30e1\u30fc\u30c8\u30eb\uff0810\u5104\u5206\u306e1\u30e1\u30fc\u30c8\u30eb\uff09\u5358\u4f4d\u3067\u5149\u3092\u5236\u5fa1\u3059\u308b\u5149\u5b66\u6280\u8853\u306e\u7dcf\u79f0\u3067\u3059\u3002<br>\n \u7279\u306b\u8fd1\u5e74\u6ce8\u76ee\u3055\u308c\u3066\u3044\u308b\u306e\u304c\u300c<strong>\u30e1\u30bf\u30ec\u30f3\u30ba<\/strong>\u300d\u3067\u3059\u3002\u3053\u308c\u306f\u3001\u5f93\u6765\u306e\u30ac\u30e9\u30b9\u3084\u30d7\u30e9\u30b9\u30c1\u30c3\u30af\u30ec\u30f3\u30ba\u3068\u306f\u7570\u306a\u308a\u3001\u6975\u8584\u306e\u5e73\u9762\u4e0a\u306b\u30ca\u30ce\u69cb\u9020\u4f53\u3092\u4e26\u3079\u308b\u3053\u3068\u3067\u3001\u30ec\u30f3\u30ba\u3068\u3057\u3066\u306e\u6a5f\u80fd\uff08\u96c6\u5149\u30fb\u62e1\u6563\u30fb\u50cf\u5f62\u6210\uff09\u3092\u6301\u305f\u305b\u305f\u3082\u306e\u3067\u3059\u3002\n <\/p>\n <ul>\n <li>\u8d85\u8584\u578b\u30fb\u8efd\u91cf\uff08\u6570\u30de\u30a4\u30af\u30ed\u30e1\u30fc\u30c8\u30eb\u539a\uff09<\/li>\n <li>\u5e83\u3044\u8996\u91ce\u89d2\uff08100\u5ea6\u4ee5\u4e0a\u3082\u53ef\u80fd\uff09<\/li>\n <li>\u9ad8\u89e3\u50cf\u5ea6\u3067\u6b6a\u307f\u304c\u5c11\u306a\u3044\u50cf\u5f62\u6210<\/li>\n <li>\u30de\u30eb\u30c1\u30b9\u30da\u30af\u30c8\u30eb\uff08\u8907\u6570\u6ce2\u9577\uff09\u5bfe\u5fdc\u3084\u504f\u5149\u5236\u5fa1\u3082\u53ef\u80fd<\/li>\n <\/ul>\n <p>\n <a href=\"https:\/\/www.nature.com\/articles\/s41578-022-00471-8\" target=\"_blank\">Nature Reviews: \u30e1\u30bf\u30b5\u30fc\u30d5\u30a7\u30b9\u3068\u30e1\u30bf\u30ec\u30f3\u30ba\u306e\u89e3\u8aac\uff08\u82f1\u8a9e\uff09<\/a>\n <\/p>\n <\/section>\n <section>\n <h2>2. DIY\u30c9\u30ed\u30fc\u30f3 \u00d7 \u30ca\u30ce\u30d5\u30a9\u30c8\u30cb\u30af\u30b9\u306e\u30e1\u30ea\u30c3\u30c8<\/h2>\n <p>\n DIY\u30c9\u30ed\u30fc\u30f3\u306b\u30ca\u30ce\u30d5\u30a9\u30c8\u30cb\u30af\u30b9\u30ab\u30e1\u30e9\u3092\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u30e1\u30ea\u30c3\u30c8\u304c\u3042\u308a\u307e\u3059\u3002\n <\/p>\n <ul>\n <li>\u30c9\u30ed\u30fc\u30f3\u306e<strong>\u642d\u8f09\u91cd\u91cf\u3092\u5927\u5e45\u306b\u524a\u6e1b<\/strong>\u3057\u3001\u98db\u884c\u6642\u9593\u304c\u5ef6\u3073\u308b<\/li>\n <li>\u5c0f\u578b\u3067\u3082<strong>\u9ad8\u6027\u80fd\u306a\u8996\u899a\u8a8d\u8b58<\/strong>\uff08\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u8a8d\u8b58\u3084\u30c8\u30e9\u30c3\u30ad\u30f3\u30b0\uff09\u304c\u53ef\u80fd<\/li>\n <li>\u5e83\u89d2\u64ae\u5f71\u3084\u591a\u6ce2\u9577\u30a4\u30e1\u30fc\u30b8\u30f3\u30b0\u306b\u3088\u308a\u3001\u63a2\u7d22\u3084\u76e3\u8996\u306e\u5fdc\u7528\u7bc4\u56f2\u304c\u62e1\u5927<\/li>\n <li>\u500b\u4eba\u3067\u3082\u6700\u5148\u7aef\u306e\u64ae\u5f71\u6280\u8853\u3092\u5b9f\u9a13\u53ef\u80fd<\/li>\n <\/ul>\n \n <p>\n \u4f8b\uff1a<a href=\"https:\/\/arxiv.org\/abs\/2505.19379\" target=\"_blank\">Neural Nanophotonic Object Detector with Ultra-Wide Field-of-View<\/a>\uff082025\u5e74 \u8ad6\u6587\uff09\n <\/p>\n <\/section>\n <section>\n <h2>3. \u5fc5\u8981\u306a\u30d1\u30fc\u30c4\u3068\u5165\u624b\u65b9\u6cd5<\/h2>\n <h3>\u30c9\u30ed\u30fc\u30f3\u672c\u4f53<\/h3>\n <ul>\n <li>\u30d5\u30ec\u30fc\u30e0\uff1a\u30ab\u30fc\u30dc\u30f3\u307e\u305f\u306f\u6a39\u8102\u30d5\u30ec\u30fc\u30e0\uff08\u81ea\u4f5c or \u5e02\u8ca9\uff09<\/li>\n <li>\u30e2\u30fc\u30bf\u30fc\u30fbESC\u30fb\u30d7\u30ed\u30da\u30e9\u30fb\u30d0\u30c3\u30c6\u30ea\u30fc\uff1a\u5fc5\u8981\u306a\u63a8\u529b\u306b\u5fdc\u3058\u3066\u9078\u629e<\/li>\n <li>\u30d5\u30e9\u30a4\u30c8\u30b3\u30f3\u30c8\u30ed\u30fc\u30e9\u30fc\uff1a\u4f8b\uff09Betaflight\/F4\u7cfb\/F7\u7cfb<\/li>\n <li>\u7121\u7dda\u9001\u53d7\u4fe1\u6a5f\uff08RC\uff09\u30fbFPV\u7528\u30d3\u30c7\u30aa\u30c8\u30e9\u30f3\u30b9\u30df\u30c3\u30bf\u30fc<\/li>\n <\/ul>\n <h3>\u30ca\u30ce\u30d5\u30a9\u30c8\u30cb\u30af\u30b9\u30ab\u30e1\u30e9\uff08\u30e1\u30bf\u30ec\u30f3\u30ba\u30ab\u30e1\u30e9\uff09<\/h3>\n <ul>\n <li>\u65e2\u88fd\u306e\u30e1\u30bf\u30ec\u30f3\u30ba\u30ab\u30e1\u30e9\u30e2\u30b8\u30e5\u30fc\u30eb\n <ul>\n <li>\u5546\u7528\u88fd\u54c1\u4f8b\uff1a<a href=\"https:\/\/metalenz.com\/products\/\" target=\"_blank\">Metalenz\u793e\u88fd\u54c1\u30da\u30fc\u30b8<\/a><\/li>\n <li>\u5927\u5b66\u767a\u30d9\u30f3\u30c1\u30e3\u30fc\u306e\u8a66\u4f5c\u54c1\u306a\u3069\u3082\u5165\u624b\u53ef\u80fd<\/li>\n <\/ul>\n <\/li>\n <li>\u307e\u305f\u306f\u3001\u65e2\u5b58\u30ab\u30e1\u30e9\uff08CMOS\/CCD\uff09\u306b\u30ca\u30ce\u30d5\u30a9\u30c8\u30cb\u30af\u30b9\u30a2\u30ec\u30a4\u30ec\u30f3\u30ba\u3092\u5916\u4ed8\u3051\u3059\u308b\u6539\u9020\u3082\u53ef<\/li>\n <li>\u30ec\u30f3\u30ba\u306f\u3001\u7814\u7a76\u6a5f\u95a2\u30fb\u5c02\u9580\u901a\u8ca9\u30fb\u30af\u30e9\u30a6\u30c9\u30d5\u30a1\u30f3\u30c7\u30a3\u30f3\u30b0\u3067\u9812\u5e03\u3055\u308c\u308b\u3053\u3068\u3082\u3042\u308b<\/li>\n <\/ul>\n\n <h3>\u6620\u50cf\u51e6\u7406\u30fbAI\u63a8\u8ad6\u7528\u30de\u30a4\u30b3\u30f3\/\u30dc\u30fc\u30c9<\/h3>\n <ul>\n <li>Raspberry Pi 5, NVIDIA Jetson Nano, Google Coral\u306a\u3069\u306eAI\u5bfe\u5fdc\u5c0f\u578b\u30dc\u30fc\u30c9<\/li>\n <li>\u52a0\u901f\u5ea6\u30bb\u30f3\u30b5\u30fc\u3001GPS\u306a\u3069\u3082\u30aa\u30d7\u30b7\u30e7\u30f3\u3067\u8ffd\u52a0<\/li>\n <\/ul>\n <\/section>\n <section>\n <h2>4. \u5b9f\u88c5\u30b9\u30c6\u30c3\u30d7<\/h2>\n <ol>\n <li>\n <strong>\u30d1\u30fc\u30c4\u306e\u8abf\u9054<\/strong><br>\n \u5fc5\u8981\u306a\u30c9\u30ed\u30fc\u30f3\u90e8\u54c1\u3001\u30e1\u30bf\u30ec\u30f3\u30ba\u30ab\u30e1\u30e9\u3001AI\u5bfe\u5fdc\u30dc\u30fc\u30c9\u306a\u3069\u3092\u6e96\u5099\u3057\u307e\u3059\u3002\n <\/li>\n <li>\n <strong>\u30d5\u30ec\u30fc\u30e0\u7d44\u7acb\u30fb\u57fa\u672c\u914d\u7dda<\/strong><br>\n \u30c9\u30ed\u30fc\u30f3\u3092\u901a\u5e38\u901a\u308a\u7d44\u307f\u7acb\u3066\u3001\u30d5\u30e9\u30a4\u30c8\u30b3\u30f3\u30c8\u30ed\u30fc\u30e9\u30fc\u3084\u30e2\u30fc\u30bf\u30fc\u3001\u9001\u4fe1\u6a5f\u3092\u63a5\u7d9a\u3057\u307e\u3059\u3002\n <\/li>\n <li>\n <strong>\u30e1\u30bf\u30ec\u30f3\u30ba\u30ab\u30e1\u30e9\u306e\u642d\u8f09<\/strong><br>\n \u524d\u65b9\u3084\u4e0b\u5411\u304d\u306b\u30e1\u30bf\u30ec\u30f3\u30ba\u30ab\u30e1\u30e9\u30e2\u30b8\u30e5\u30fc\u30eb\u3092\u30de\u30a6\u30f3\u30c8\u3002<br>\n \u914d\u7dda\u306fAI\u30dc\u30fc\u30c9\u3084\u30d3\u30c7\u30aa\u30c8\u30e9\u30f3\u30b9\u30df\u30c3\u30bf\u30fc\u3078\uff08HDMI\/USB\/MIPI\u306a\u3069\u306b\u6ce8\u610f\uff09\u3002\n <\/li>\n <li>\n <strong>AI\u30dc\u30fc\u30c9\u306e\u30bb\u30c3\u30c8\u30a2\u30c3\u30d7<\/strong><br>\n OS\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u5f8c\u3001\u7269\u4f53\u8a8d\u8b58AI\uff08\u4f8b\uff1aYOLOv8, NanoDet, Metalens\u7528\u5b66\u7fd2\u6e08\u307f\u30e2\u30c7\u30eb\u306a\u3069\uff09\u3092\u5c0e\u5165\u3002\n <div class=\"tips\">\n Metalenz\u30ab\u30e1\u30e9\u7528\u306e\u6b6a\u307f\u88dc\u6b63\u3084\u5c02\u7528API\u304c\u3042\u308b\u5834\u5408\u306f\u3001\u305d\u308c\u306b\u5f93\u3063\u3066\u30ad\u30e3\u30ea\u30d6\u30ec\u30fc\u30b7\u30e7\u30f3\u3092\u884c\u3046\u3002\n <\/div>\n <\/li>\n <li>\n <strong>\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u69cb\u7bc9<\/strong><br>\n Python\u3084C++\u3067\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u753b\u50cf\u51e6\u7406\uff06\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u8a8d\u8b58\u3002<br>\n \u4f8b\uff1aPyTorch\uff0bOpenCV\u3067\u30b9\u30c8\u30ea\u30fc\u30e0\u51e6\u7406\u3002\n<pre>\nimport cv2\n# \u30e1\u30bf\u30ec\u30f3\u30ba\u30ab\u30e1\u30e9\uff08\u4f8b\uff1a\/dev\/video0\uff09\u304b\u3089\u6620\u50cf\u53d6\u5f97\ncap = cv2.VideoCapture(0)\nwhile True:\n ret, frame = cap.read()\n if not ret:\n break\n # \u3053\u3053\u3067AI\u306b\u3088\u308b\u7269\u4f53\u8a8d\u8b58\u306a\u3069\n cv2.imshow('MetaLens Drone Cam', frame)\n if cv2.waitKey(1) == 27: # ESC\u3067\u7d42\u4e86\n break\ncap.release()\ncv2.destroyAllWindows()\n<\/pre>\n <\/li>\n <li>\n <strong>\u98db\u884c\u30c6\u30b9\u30c8\u30fb\u6620\u50cf\u8a18\u9332\u30fb\u30c7\u30fc\u30bf\u89e3\u6790<\/strong><br>\n \u5c4b\u5916\u3084\u5e83\u3044\u5834\u6240\u3067\u5b89\u5168\u3092\u78ba\u8a8d\u3057\u306a\u304c\u3089\u30c6\u30b9\u30c8\u98db\u884c\u3092\u884c\u3044\u3001\u30e1\u30bf\u30ec\u30f3\u30ba\u30ab\u30e1\u30e9\u306b\u3088\u308b\u5e83\u89d2\u30fb\u9ad8\u89e3\u50cf\u5ea6\u6620\u50cf\u3068AI\u8a8d\u8b58\u306e\u6319\u52d5\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002\n <\/li>\n <\/ol>\n\n <\/section>\n <section>\n <h2>5. \u5fdc\u7528\u4f8b\u3068\u793e\u4f1a\u7684\u30a4\u30f3\u30d1\u30af\u30c8<\/h2>\n <ul>\n <li><strong>\u707d\u5bb3\u73fe\u5834\u306e\u5e83\u7bc4\u56f2\u8abf\u67fb<\/strong>\uff08\u969c\u5bb3\u7269\u30fb\u4eba\u547d\u63a2\u67fb\uff09<\/li>\n <li><strong>\u30a4\u30f3\u30d5\u30e9\u70b9\u691c\u3084\u8fb2\u696d\u5206\u91ce<\/strong>\uff08\u5e83\u5927\u306a\u8fb2\u5730\u306e\u72b6\u614b\u628a\u63e1\uff09<\/li>\n <li><strong>\u52d5\u7269\u3084\u4eba\u306e\u884c\u52d5\u30d1\u30bf\u30fc\u30f3\u306eAI\u89e3\u6790<\/strong><\/li>\n <li><strong>\u8da3\u5473\u306e\u7a7a\u64ae\u30fb\u81ea\u7136\u89b3\u5bdf<\/strong><\/li>\n <\/ul>\n <p>\n \u4eca\u5f8c\u306f\u3055\u3089\u306b\u5c0f\u578b\u30fb\u9ad8\u6027\u80fd\u306a\u30e1\u30bf\u30ec\u30f3\u30ba\u30ab\u30e1\u30e9\u3084\u30a8\u30c3\u30b8AI\u306e\u9032\u6b69\u306b\u3088\u3063\u3066\u3001\u500b\u4eba\u30ec\u30d9\u30eb\u3067\u3082\u5f93\u6765\u5c02\u9580\u5bb6\u3057\u304b\u6271\u3048\u306a\u304b\u3063\u305f\u5fdc\u7528\u304c\u5e83\u304c\u3063\u3066\u3044\u304f\u3068\u8003\u3048\u3089\u308c\u307e\u3059\u3002\n <\/p>\n <\/section>\n <section>\n <h2>6. \u6280\u8853\u306e\u8ab2\u984c\u3068\u5c55\u671b<\/h2>\n <ul>\n <li>\u5546\u7528\u30e1\u30bf\u30ec\u30f3\u30ba\u30ab\u30e1\u30e9\u306e\u9078\u629e\u80a2\u306f\u307e\u3060\u9650\u3089\u308c\u308b\u304c\u3001\u5e74\u3005\u666e\u53ca\u304c\u9032\u3080<\/li>\n <li>AI\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u306f\u3001\u9b5a\u773c\u30ec\u30f3\u30ba\u3084\u30e1\u30bf\u30ec\u30f3\u30ba\u7279\u6709\u306e\u6b6a\u307f\u306b\u5bfe\u5fdc\u3057\u305f\u5b66\u7fd2\u30e2\u30c7\u30eb\u304c\u5fc5\u8981<\/li>\n <li>\u4eca\u5f8c\u30013D\u30bb\u30f3\u30b5\u30fc\u3084\u8907\u6570\u30b9\u30da\u30af\u30c8\u30eb\uff08\u8d64\u5916\u7dda\u30fb\u7d2b\u5916\u7dda\uff09\u5bfe\u5fdc\u30ab\u30e1\u30e9\u3068\u306e\u7d71\u5408\u3082\u671f\u5f85<\/li>\n <li>\u96fb\u6ce2\u6cd5\u30fb\u30c9\u30ed\u30fc\u30f3\u898f\u5236\u306b\u3082\u6ce8\u610f\u3057\u3001\u98db\u884c\u5834\u6240\u30fb\u7528\u9014\u3092\u9078\u629e<\/li>\n <\/ul>\n <div class=\"tips\">\n <strong>\u7814\u7a76\u306e\u6700\u524d\u7dda\uff1a<\/strong> <br>\n <a href=\"https:\/\/arxiv.org\/abs\/2505.19379\" target=\"_blank\">Neural Nanophotonic Object Detector with Ultra-Wide Field-of-View\uff08arXiv\u8ad6\u6587, 2025\uff09<\/a><br>\n <a href=\"https:\/\/metalenz.com\/products\/\" target=\"_blank\">Metalenz\u793e\u516c\u5f0f\uff08\u5546\u7528\u30e1\u30bf\u30ec\u30f3\u30ba\u88fd\u54c1\uff09<\/a><br>\n <a href=\"https:\/\/www.nature.com\/articles\/s41578-022-00471-8\" target=\"_blank\">Nature Reviews: \u30e1\u30bf\u30ec\u30f3\u30ba\u6700\u65b0\u30ec\u30d3\u30e5\u30fc<\/a>\n <\/div>\n <\/section>\n <section>\n <h2>7. \u304a\u308f\u308a\u306b \u2015 DIY\u00d7\u6700\u5148\u7aef\u306e\u6109\u3057\u307f<\/h2>\n <p>\n \u30c9\u30ed\u30fc\u30f3\u8da3\u5473\u306f\u300c\u98db\u3070\u3057\u3066\u7d42\u308f\u308a\u300d\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002<br>\n AI\u30fb\u753b\u50cf\u89e3\u6790\u30fb\u30ca\u30ce\u30d5\u30a9\u30c8\u30cb\u30af\u30b9\u306a\u3069\u3001\u6700\u65b0\u306e\u77e5\u898b\u3092\u81ea\u5206\u306e\u624b\u3067\u8a66\u3059\u697d\u3057\u3055\u306f\u683c\u5225\u3067\u3059\u3002<br>\n \u6280\u8853\u306e\u9032\u6b69\u306b\u3088\u3063\u3066\u3001\u500b\u4eba\u3067\u3082\u4e16\u754c\u6700\u5148\u7aef\u306e\u8996\u899a\u4f53\u9a13\u304c\u5b9f\u73fe\u3067\u304d\u308b\u6642\u4ee3\u3067\u3059\u3002<br>\n \u305c\u3072\u3001\u5b89\u5168\u306b\u7559\u610f\u3057\u3064\u3064\u3001\u81ea\u4f5c\u30c9\u30ed\u30fc\u30f3\u306b\u30e1\u30bf\u30ec\u30f3\u30ba\u30ab\u30e1\u30e9\u3092\u8f09\u305b\u3066\u3001\u65b0\u305f\u306a\u8996\u91ce\u3092\u5207\u308a\u958b\u3044\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002\n <\/p>\n \n <\/section>\n <section class=\"links\">\n <h3>\u53c2\u8003\u30fb\u95a2\u9023\u30ea\u30f3\u30af\u96c6<\/h3>\n <ul>\n <li><a href=\"https:\/\/metalenz.com\/products\/\" target=\"_blank\">Metalenz\u516c\u5f0f\u88fd\u54c1\u30da\u30fc\u30b8\uff08\u82f1\u8a9e\uff09<\/a><\/li>\n <li><a href=\"https:\/\/arxiv.org\/abs\/2505.19379\" target=\"_blank\">Neural Nanophotonic Object Detector with Ultra-Wide Field-of-View\uff08\u8ad6\u6587\uff09<\/a><\/li>\n <li><a href=\"https:\/\/www.nature.com\/articles\/s41578-022-00471-8\" target=\"_blank\">Nature Reviews: Metasurfaces and Metalenses<\/a><\/li>\n <li><a href=\"https:\/\/www.dronet.academy\/blog\/diy-drone\" target=\"_blank\">DIY\u30c9\u30ed\u30fc\u30f3\u7d44\u7acb\u89e3\u8aac\uff08\u82f1\u8a9e\uff09<\/a><\/li>\n <li><a href=\"https:\/\/www.raspberrypi.com\/products\/raspberry-pi-5\/\" target=\"_blank\">Raspberry Pi 5 \u88fd\u54c1\u30da\u30fc\u30b8<\/a><\/li>\n <li><a href=\"https:\/\/coral.ai\/products\/dev-board\/\" target=\"_blank\">Google Coral Dev Board\uff08\u30a8\u30c3\u30b8AI\u7528\uff09<\/a><\/li>\n <li><a href=\"https:\/\/www.youtube.com\/results?search_query=metalens+camera+drone\" target=\"_blank\">YouTube: Metalens Camera Drone\u3067\u691c\u7d22<\/a><\/li>\n <\/ul>\n <\/section>\n<\/article>\n<footer>\n <small>\u00a9 2025 Bee Knowledge Design ,Inc \u672c\u8a18\u4e8b\u306f\u6559\u80b2\u30fb\u5553\u767a\u76ee\u7684\u3067\u4f5c\u6210\u3057\u3066\u3044\u307e\u3059\u3002<\/small>\n<\/footer>\n<\/body>\n<\/html>\n","protected":false},"excerpt":{"rendered":"<p>DIY\u30c9\u30ed\u30fc\u30f3\u306b\u30ca\u30ce\u30d5\u30a9\u30c8\u30cb\u30af\u30b9\u6280\u8853\u3092\u53d6\u308a\u5165\u308c\u308b\u65b9\u6cd5 \u2015 \u672a\u6765\u306e\u8996\u899a\u3092\u500b\u4eba\u3067\u5b9f\u73fe\u3059\u308b\u305f\u3081\u306e\u30b9\u30c6\u30c3\u30d7\u30d0\u30a4\u30b9\u30c6\u30c3\u30d7\u89e3\u8aac \u2015 \u306f\u3058\u3081\u306b \u8fd1\u5e74\u3001\u30c9\u30ed\u30fc\u30f3\u306e\u81ea\u4f5c\uff08DIY\uff09\u306f\u4e00\u822c\u306e\u611b\u597d\u8005\u306b\u3082\u8eab\u8fd1\u306a\u8da3\u5473\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u52a0\u3048\u3066\u3001\u30ca\u30ce\u30e1\u30fc […]<\/p>\n","protected":false},"author":1,"featured_media":1174,"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":[5,6,54],"tags":[26,27,51,41,52,36],"class_list":["post-1167","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai","category-programing","category-54","tag-ai","tag-27","tag-51","tag-41","tag-52","tag-36"],"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=1167\" \/>\n\t<meta name=\"generator\" content=\"All in One SEO (AIOSEO) 4.9.10\" \/>\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=\"DIY\u30c9\u30ed\u30fc\u30f3\u306b\u30ca\u30ce\u30d5\u30a9\u30c8\u30cb\u30af\u30b9\u6280\u8853\u3092\u53d6\u308a\u5165\u308c\u308b\u65b9\u6cd5(\u8abf\u67fb\u4e2d) | \u77e5\u3092\u89e3\u304d\u653e\u3066 \u672a\u6765\u3092\u5275\u308b\u30c7\u30b8\u30bf\u30eb\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u4f01\u696d\" \/>\n\t\t<meta property=\"og:url\" content=\"https:\/\/beeknowledge.co.jp\/?p=1167\" \/>\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\/05\/07_19_25.png\" \/>\n\t\t<meta property=\"og:image:secure_url\" content=\"https:\/\/beeknowledge.co.jp\/wp-content\/uploads\/2025\/05\/07_19_25.png\" \/>\n\t\t<meta property=\"og:image:width\" content=\"768\" \/>\n\t\t<meta property=\"og:image:height\" content=\"512\" \/>\n\t\t<meta property=\"article:published_time\" content=\"2025-05-29T22:20:31+00:00\" \/>\n\t\t<meta property=\"article:modified_time\" content=\"2025-05-29T22:22:25+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=\"DIY\u30c9\u30ed\u30fc\u30f3\u306b\u30ca\u30ce\u30d5\u30a9\u30c8\u30cb\u30af\u30b9\u6280\u8853\u3092\u53d6\u308a\u5165\u308c\u308b\u65b9\u6cd5(\u8abf\u67fb\u4e2d) | \u77e5\u3092\u89e3\u304d\u653e\u3066 \u672a\u6765\u3092\u5275\u308b\u30c7\u30b8\u30bf\u30eb\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u4f01\u696d\" \/>\n\t\t<meta name=\"twitter:image\" content=\"https:\/\/beeknowledge.co.jp\/wp-content\/uploads\/2025\/05\/07_19_25.png\" \/>\n\t\t<script type=\"application\/ld+json\" class=\"aioseo-schema\">\n\t\t\t{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/beeknowledge.co.jp\\\/?p=1167#article\",\"name\":\"DIY\\u30c9\\u30ed\\u30fc\\u30f3\\u306b\\u30ca\\u30ce\\u30d5\\u30a9\\u30c8\\u30cb\\u30af\\u30b9\\u6280\\u8853\\u3092\\u53d6\\u308a\\u5165\\u308c\\u308b\\u65b9\\u6cd5(\\u8abf\\u67fb\\u4e2d) | \\u77e5\\u3092\\u89e3\\u304d\\u653e\\u3066 \\u672a\\u6765\\u3092\\u5275\\u308b\\u30c7\\u30b8\\u30bf\\u30eb\\u30bd\\u30ea\\u30e5\\u30fc\\u30b7\\u30e7\\u30f3\\u4f01\\u696d\",\"headline\":\"DIY\\u30c9\\u30ed\\u30fc\\u30f3\\u306b\\u30ca\\u30ce\\u30d5\\u30a9\\u30c8\\u30cb\\u30af\\u30b9\\u6280\\u8853\\u3092\\u53d6\\u308a\\u5165\\u308c\\u308b\\u65b9\\u6cd5(\\u8abf\\u67fb\\u4e2d)\",\"author\":{\"@id\":\"https:\\\/\\\/beeknowledge.co.jp\\\/?author=1#author\"},\"publisher\":{\"@id\":\"https:\\\/\\\/beeknowledge.co.jp\\\/#organization\"},\"image\":{\"@type\":\"ImageObject\",\"url\":\"https:\\\/\\\/beeknowledge.co.jp\\\/wp-content\\\/uploads\\\/2025\\\/05\\\/07_19_25.png\",\"width\":768,\"height\":512},\"datePublished\":\"2025-05-30T07:20:31+09:00\",\"dateModified\":\"2025-05-30T07:22:25+09:00\",\"inLanguage\":\"ja\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/beeknowledge.co.jp\\\/?p=1167#webpage\"},\"isPartOf\":{\"@id\":\"https:\\\/\\\/beeknowledge.co.jp\\\/?p=1167#webpage\"},\"articleSection\":\"AI, \\u30d7\\u30ed\\u30b0\\u30e9\\u30df\\u30f3\\u30b0, \\u6559\\u80b2, AI, \\u53ef\\u8996\\u5316, \\u5b66\\u7fd2, \\u5b89\\u5168\\u7ba1\\u7406, \\u6210\\u9577, \\u6559\\u80b2\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/beeknowledge.co.jp\\\/?p=1167#breadcrumblist\",\"itemListElement\":[{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/beeknowledge.co.jp#listItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/beeknowledge.co.jp\",\"nextItem\":{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/beeknowledge.co.jp\\\/?cat=5#listItem\",\"name\":\"AI\"}},{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/beeknowledge.co.jp\\\/?cat=5#listItem\",\"position\":2,\"name\":\"AI\",\"item\":\"https:\\\/\\\/beeknowledge.co.jp\\\/?cat=5\",\"nextItem\":{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/beeknowledge.co.jp\\\/?p=1167#listItem\",\"name\":\"DIY\\u30c9\\u30ed\\u30fc\\u30f3\\u306b\\u30ca\\u30ce\\u30d5\\u30a9\\u30c8\\u30cb\\u30af\\u30b9\\u6280\\u8853\\u3092\\u53d6\\u308a\\u5165\\u308c\\u308b\\u65b9\\u6cd5(\\u8abf\\u67fb\\u4e2d)\"},\"previousItem\":{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/beeknowledge.co.jp#listItem\",\"name\":\"Home\"}},{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/beeknowledge.co.jp\\\/?p=1167#listItem\",\"position\":3,\"name\":\"DIY\\u30c9\\u30ed\\u30fc\\u30f3\\u306b\\u30ca\\u30ce\\u30d5\\u30a9\\u30c8\\u30cb\\u30af\\u30b9\\u6280\\u8853\\u3092\\u53d6\\u308a\\u5165\\u308c\\u308b\\u65b9\\u6cd5(\\u8abf\\u67fb\\u4e2d)\",\"previousItem\":{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/beeknowledge.co.jp\\\/?cat=5#listItem\",\"name\":\"AI\"}}]},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/beeknowledge.co.jp\\\/#organization\",\"name\":\"\\u682a\\u5f0f\\u4f1a\\u793e\\u30d3\\u30fc\\u30fb\\u30ca\\u30ec\\u30c3\\u30b8\\u30fb\\u30c7\\u30b6\\u30a4\\u30f3\",\"description\":\"\\u5fc5\\u8981\\u306a\\u60c5\\u5831\\u306b\\u3059\\u3050\\u8fbf\\u308a\\u3064\\u3051\\u308b\\u4ed5\\u7d44\\u307f\\u3092\",\"url\":\"https:\\\/\\\/beeknowledge.co.jp\\\/\"},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/beeknowledge.co.jp\\\/?author=1#author\",\"url\":\"https:\\\/\\\/beeknowledge.co.jp\\\/?author=1\",\"name\":\"takashide\",\"image\":{\"@type\":\"ImageObject\",\"@id\":\"https:\\\/\\\/beeknowledge.co.jp\\\/?p=1167#authorImage\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/2b25d69a38267e5f385a2bdbdbb39d21413c8fcc9096236e2f00029e86803283?s=96&d=mm&r=g\",\"width\":96,\"height\":96,\"caption\":\"takashide\"}},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/beeknowledge.co.jp\\\/?p=1167#webpage\",\"url\":\"https:\\\/\\\/beeknowledge.co.jp\\\/?p=1167\",\"name\":\"DIY\\u30c9\\u30ed\\u30fc\\u30f3\\u306b\\u30ca\\u30ce\\u30d5\\u30a9\\u30c8\\u30cb\\u30af\\u30b9\\u6280\\u8853\\u3092\\u53d6\\u308a\\u5165\\u308c\\u308b\\u65b9\\u6cd5(\\u8abf\\u67fb\\u4e2d) | \\u77e5\\u3092\\u89e3\\u304d\\u653e\\u3066 \\u672a\\u6765\\u3092\\u5275\\u308b\\u30c7\\u30b8\\u30bf\\u30eb\\u30bd\\u30ea\\u30e5\\u30fc\\u30b7\\u30e7\\u30f3\\u4f01\\u696d\",\"inLanguage\":\"ja\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/beeknowledge.co.jp\\\/#website\"},\"breadcrumb\":{\"@id\":\"https:\\\/\\\/beeknowledge.co.jp\\\/?p=1167#breadcrumblist\"},\"author\":{\"@id\":\"https:\\\/\\\/beeknowledge.co.jp\\\/?author=1#author\"},\"creator\":{\"@id\":\"https:\\\/\\\/beeknowledge.co.jp\\\/?author=1#author\"},\"image\":{\"@type\":\"ImageObject\",\"url\":\"https:\\\/\\\/beeknowledge.co.jp\\\/wp-content\\\/uploads\\\/2025\\\/05\\\/07_19_25.png\",\"@id\":\"https:\\\/\\\/beeknowledge.co.jp\\\/?p=1167\\\/#mainImage\",\"width\":768,\"height\":512},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/beeknowledge.co.jp\\\/?p=1167#mainImage\"},\"datePublished\":\"2025-05-30T07:20:31+09:00\",\"dateModified\":\"2025-05-30T07:22:25+09:00\"},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/beeknowledge.co.jp\\\/#website\",\"url\":\"https:\\\/\\\/beeknowledge.co.jp\\\/\",\"name\":\"AI\\u3092\\u4f7f\\u3063\\u3066\\u554f\\u984c\\u89e3\\u6c7a\",\"description\":\"\\u5fc5\\u8981\\u306a\\u60c5\\u5831\\u306b\\u3059\\u3050\\u8fbf\\u308a\\u3064\\u3051\\u308b\\u4ed5\\u7d44\\u307f\\u3092\",\"inLanguage\":\"ja\",\"publisher\":{\"@id\":\"https:\\\/\\\/beeknowledge.co.jp\\\/#organization\"}}]}\n\t\t<\/script>\n\t\t\n\n","aioseo_head_json":{"title":"DIY\u30c9\u30ed\u30fc\u30f3\u306b\u30ca\u30ce\u30d5\u30a9\u30c8\u30cb\u30af\u30b9\u6280\u8853\u3092\u53d6\u308a\u5165\u308c\u308b\u65b9\u6cd5(\u8abf\u67fb\u4e2d) | \u77e5\u3092\u89e3\u304d\u653e\u3066 \u672a\u6765\u3092\u5275\u308b\u30c7\u30b8\u30bf\u30eb\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u4f01\u696d","description":"","canonical_url":"https:\/\/beeknowledge.co.jp\/?p=1167","robots":"max-image-preview:large","keywords":"","webmasterTools":{"miscellaneous":""},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/beeknowledge.co.jp\/?p=1167#article","name":"DIY\u30c9\u30ed\u30fc\u30f3\u306b\u30ca\u30ce\u30d5\u30a9\u30c8\u30cb\u30af\u30b9\u6280\u8853\u3092\u53d6\u308a\u5165\u308c\u308b\u65b9\u6cd5(\u8abf\u67fb\u4e2d) | \u77e5\u3092\u89e3\u304d\u653e\u3066 \u672a\u6765\u3092\u5275\u308b\u30c7\u30b8\u30bf\u30eb\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u4f01\u696d","headline":"DIY\u30c9\u30ed\u30fc\u30f3\u306b\u30ca\u30ce\u30d5\u30a9\u30c8\u30cb\u30af\u30b9\u6280\u8853\u3092\u53d6\u308a\u5165\u308c\u308b\u65b9\u6cd5(\u8abf\u67fb\u4e2d)","author":{"@id":"https:\/\/beeknowledge.co.jp\/?author=1#author"},"publisher":{"@id":"https:\/\/beeknowledge.co.jp\/#organization"},"image":{"@type":"ImageObject","url":"https:\/\/beeknowledge.co.jp\/wp-content\/uploads\/2025\/05\/07_19_25.png","width":768,"height":512},"datePublished":"2025-05-30T07:20:31+09:00","dateModified":"2025-05-30T07:22:25+09:00","inLanguage":"ja","mainEntityOfPage":{"@id":"https:\/\/beeknowledge.co.jp\/?p=1167#webpage"},"isPartOf":{"@id":"https:\/\/beeknowledge.co.jp\/?p=1167#webpage"},"articleSection":"AI, \u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0, \u6559\u80b2, AI, \u53ef\u8996\u5316, \u5b66\u7fd2, \u5b89\u5168\u7ba1\u7406, \u6210\u9577, \u6559\u80b2"},{"@type":"BreadcrumbList","@id":"https:\/\/beeknowledge.co.jp\/?p=1167#breadcrumblist","itemListElement":[{"@type":"ListItem","@id":"https:\/\/beeknowledge.co.jp#listItem","position":1,"name":"Home","item":"https:\/\/beeknowledge.co.jp","nextItem":{"@type":"ListItem","@id":"https:\/\/beeknowledge.co.jp\/?cat=5#listItem","name":"AI"}},{"@type":"ListItem","@id":"https:\/\/beeknowledge.co.jp\/?cat=5#listItem","position":2,"name":"AI","item":"https:\/\/beeknowledge.co.jp\/?cat=5","nextItem":{"@type":"ListItem","@id":"https:\/\/beeknowledge.co.jp\/?p=1167#listItem","name":"DIY\u30c9\u30ed\u30fc\u30f3\u306b\u30ca\u30ce\u30d5\u30a9\u30c8\u30cb\u30af\u30b9\u6280\u8853\u3092\u53d6\u308a\u5165\u308c\u308b\u65b9\u6cd5(\u8abf\u67fb\u4e2d)"},"previousItem":{"@type":"ListItem","@id":"https:\/\/beeknowledge.co.jp#listItem","name":"Home"}},{"@type":"ListItem","@id":"https:\/\/beeknowledge.co.jp\/?p=1167#listItem","position":3,"name":"DIY\u30c9\u30ed\u30fc\u30f3\u306b\u30ca\u30ce\u30d5\u30a9\u30c8\u30cb\u30af\u30b9\u6280\u8853\u3092\u53d6\u308a\u5165\u308c\u308b\u65b9\u6cd5(\u8abf\u67fb\u4e2d)","previousItem":{"@type":"ListItem","@id":"https:\/\/beeknowledge.co.jp\/?cat=5#listItem","name":"AI"}}]},{"@type":"Organization","@id":"https:\/\/beeknowledge.co.jp\/#organization","name":"\u682a\u5f0f\u4f1a\u793e\u30d3\u30fc\u30fb\u30ca\u30ec\u30c3\u30b8\u30fb\u30c7\u30b6\u30a4\u30f3","description":"\u5fc5\u8981\u306a\u60c5\u5831\u306b\u3059\u3050\u8fbf\u308a\u3064\u3051\u308b\u4ed5\u7d44\u307f\u3092","url":"https:\/\/beeknowledge.co.jp\/"},{"@type":"Person","@id":"https:\/\/beeknowledge.co.jp\/?author=1#author","url":"https:\/\/beeknowledge.co.jp\/?author=1","name":"takashide","image":{"@type":"ImageObject","@id":"https:\/\/beeknowledge.co.jp\/?p=1167#authorImage","url":"https:\/\/secure.gravatar.com\/avatar\/2b25d69a38267e5f385a2bdbdbb39d21413c8fcc9096236e2f00029e86803283?s=96&d=mm&r=g","width":96,"height":96,"caption":"takashide"}},{"@type":"WebPage","@id":"https:\/\/beeknowledge.co.jp\/?p=1167#webpage","url":"https:\/\/beeknowledge.co.jp\/?p=1167","name":"DIY\u30c9\u30ed\u30fc\u30f3\u306b\u30ca\u30ce\u30d5\u30a9\u30c8\u30cb\u30af\u30b9\u6280\u8853\u3092\u53d6\u308a\u5165\u308c\u308b\u65b9\u6cd5(\u8abf\u67fb\u4e2d) | \u77e5\u3092\u89e3\u304d\u653e\u3066 \u672a\u6765\u3092\u5275\u308b\u30c7\u30b8\u30bf\u30eb\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u4f01\u696d","inLanguage":"ja","isPartOf":{"@id":"https:\/\/beeknowledge.co.jp\/#website"},"breadcrumb":{"@id":"https:\/\/beeknowledge.co.jp\/?p=1167#breadcrumblist"},"author":{"@id":"https:\/\/beeknowledge.co.jp\/?author=1#author"},"creator":{"@id":"https:\/\/beeknowledge.co.jp\/?author=1#author"},"image":{"@type":"ImageObject","url":"https:\/\/beeknowledge.co.jp\/wp-content\/uploads\/2025\/05\/07_19_25.png","@id":"https:\/\/beeknowledge.co.jp\/?p=1167\/#mainImage","width":768,"height":512},"primaryImageOfPage":{"@id":"https:\/\/beeknowledge.co.jp\/?p=1167#mainImage"},"datePublished":"2025-05-30T07:20:31+09:00","dateModified":"2025-05-30T07:22:25+09:00"},{"@type":"WebSite","@id":"https:\/\/beeknowledge.co.jp\/#website","url":"https:\/\/beeknowledge.co.jp\/","name":"AI\u3092\u4f7f\u3063\u3066\u554f\u984c\u89e3\u6c7a","description":"\u5fc5\u8981\u306a\u60c5\u5831\u306b\u3059\u3050\u8fbf\u308a\u3064\u3051\u308b\u4ed5\u7d44\u307f\u3092","inLanguage":"ja","publisher":{"@id":"https:\/\/beeknowledge.co.jp\/#organization"}}]},"og:locale":"ja_JP","og:site_name":"Bee Knowledge","og:type":"article","og:title":"DIY\u30c9\u30ed\u30fc\u30f3\u306b\u30ca\u30ce\u30d5\u30a9\u30c8\u30cb\u30af\u30b9\u6280\u8853\u3092\u53d6\u308a\u5165\u308c\u308b\u65b9\u6cd5(\u8abf\u67fb\u4e2d) | \u77e5\u3092\u89e3\u304d\u653e\u3066 \u672a\u6765\u3092\u5275\u308b\u30c7\u30b8\u30bf\u30eb\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u4f01\u696d","og:url":"https:\/\/beeknowledge.co.jp\/?p=1167","fb:admins":"takashide@beeknowledge.co.jp","og:image":"https:\/\/beeknowledge.co.jp\/wp-content\/uploads\/2025\/05\/07_19_25.png","og:image:secure_url":"https:\/\/beeknowledge.co.jp\/wp-content\/uploads\/2025\/05\/07_19_25.png","og:image:width":768,"og:image:height":512,"article:published_time":"2025-05-29T22:20:31+00:00","article:modified_time":"2025-05-29T22:22:25+00:00","article:publisher":"https:\/\/www.facebook.com\/SpiralKnowledge\/","twitter:card":"summary","twitter:title":"DIY\u30c9\u30ed\u30fc\u30f3\u306b\u30ca\u30ce\u30d5\u30a9\u30c8\u30cb\u30af\u30b9\u6280\u8853\u3092\u53d6\u308a\u5165\u308c\u308b\u65b9\u6cd5(\u8abf\u67fb\u4e2d) | \u77e5\u3092\u89e3\u304d\u653e\u3066 \u672a\u6765\u3092\u5275\u308b\u30c7\u30b8\u30bf\u30eb\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u4f01\u696d","twitter:image":"https:\/\/beeknowledge.co.jp\/wp-content\/uploads\/2025\/05\/07_19_25.png"},"aioseo_meta_data":{"post_id":"1167","title":null,"description":null,"keywords":null,"keyphrases":{"focus":{"keyphrase":"","score":0,"analysis":{"keyphraseInTitle":{"score":0,"maxScore":9,"error":1}}},"additional":[]},"primary_term":null,"canonical_url":null,"og_title":null,"og_description":null,"og_object_type":"default","og_image_type":"default","og_image_url":null,"og_image_width":null,"og_image_height":null,"og_image_custom_url":null,"og_image_custom_fields":null,"og_video":"","og_custom_url":null,"og_article_section":null,"og_article_tags":null,"twitter_use_og":false,"twitter_card":"default","twitter_image_type":"default","twitter_image_url":null,"twitter_image_custom_url":null,"twitter_image_custom_fields":null,"twitter_title":null,"twitter_description":null,"schema":{"blockGraphs":[],"customGraphs":[],"default":{"data":{"Article":[],"Course":[],"Dataset":[],"FAQPage":[],"Movie":[],"Person":[],"Product":[],"ProductReview":[],"Car":[],"Recipe":[],"Service":[],"SoftwareApplication":[],"WebPage":[]},"graphName":"Article","isEnabled":true},"graphs":[]},"schema_type":"default","schema_type_options":null,"pillar_content":false,"robots_default":true,"robots_noindex":false,"robots_noarchive":false,"robots_nosnippet":false,"robots_nofollow":false,"robots_noimageindex":false,"robots_noodp":false,"robots_notranslate":false,"robots_max_snippet":"-1","robots_max_videopreview":"-1","robots_max_imagepreview":"large","priority":null,"frequency":"default","location":null,"local_seo":null,"breadcrumb_settings":null,"limit_modified_date":false,"ai":null,"created":"2025-05-29 22:07:20","updated":"2025-06-03 20:28:16","seo_analyzer_scan_date":null},"aioseo_breadcrumb":"<div class=\"aioseo-breadcrumbs\"><span class=\"aioseo-breadcrumb\">\n\t\t\t<a href=\"https:\/\/beeknowledge.co.jp\" title=\"Home\">Home<\/a>\n\t\t<\/span><span class=\"aioseo-breadcrumb-separator\">»<\/span><span class=\"aioseo-breadcrumb\">\n\t\t\t<a href=\"https:\/\/beeknowledge.co.jp\/?cat=5\" title=\"AI\">AI<\/a>\n\t\t<\/span><span class=\"aioseo-breadcrumb-separator\">»<\/span><span class=\"aioseo-breadcrumb\">\n\t\t\tDIY\u30c9\u30ed\u30fc\u30f3\u306b\u30ca\u30ce\u30d5\u30a9\u30c8\u30cb\u30af\u30b9\u6280\u8853\u3092\u53d6\u308a\u5165\u308c\u308b\u65b9\u6cd5(\u8abf\u67fb\u4e2d)\n\t\t<\/span><\/div>","aioseo_breadcrumb_json":[{"label":"Home","link":"https:\/\/beeknowledge.co.jp"},{"label":"AI","link":"https:\/\/beeknowledge.co.jp\/?cat=5"},{"label":"DIY\u30c9\u30ed\u30fc\u30f3\u306b\u30ca\u30ce\u30d5\u30a9\u30c8\u30cb\u30af\u30b9\u6280\u8853\u3092\u53d6\u308a\u5165\u308c\u308b\u65b9\u6cd5(\u8abf\u67fb\u4e2d)","link":"https:\/\/beeknowledge.co.jp\/?p=1167"}],"veu_head_title_object":{"title":"","add_site_title":""},"jetpack_featured_media_url":"https:\/\/beeknowledge.co.jp\/wp-content\/uploads\/2025\/05\/07_19_25.png","jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/beeknowledge.co.jp\/index.php?rest_route=\/wp\/v2\/posts\/1167","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/beeknowledge.co.jp\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/beeknowledge.co.jp\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/beeknowledge.co.jp\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/beeknowledge.co.jp\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=1167"}],"version-history":[{"count":7,"href":"https:\/\/beeknowledge.co.jp\/index.php?rest_route=\/wp\/v2\/posts\/1167\/revisions"}],"predecessor-version":[{"id":1175,"href":"https:\/\/beeknowledge.co.jp\/index.php?rest_route=\/wp\/v2\/posts\/1167\/revisions\/1175"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/beeknowledge.co.jp\/index.php?rest_route=\/wp\/v2\/media\/1174"}],"wp:attachment":[{"href":"https:\/\/beeknowledge.co.jp\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=1167"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/beeknowledge.co.jp\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=1167"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/beeknowledge.co.jp\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=1167"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}

$\"\"$ <\/div>\n\n\n\n \n DIY\u30c9\u30ed\u30fc\u30f3\u306b\u30ca\u30ce\u30d5\u30a9\u30c8\u30cb\u30af\u30b9\u6280\u8853\u3092\u53d6\u308a\u5165\u308c\u308b\u65b9\u6cd5<\/title>\n <meta name=\"description\" content=\"DIY\u30c9\u30ed\u30fc\u30f3\u306b\u6700\u5148\u7aef\u306e\u30ca\u30ce\u30d5\u30a9\u30c8\u30cb\u30af\u30b9\u6280\u8853\u3092\u5c0e\u5165\u3059\u308b\u5177\u4f53\u7684\u306a\u65b9\u6cd5\u3092\u89e3\u8aac\u3002\u80cc\u666f\u304b\u3089\u90e8\u54c1\u9078\u5b9a\u3001\u5b9f\u88c5\u624b\u9806\u3001\u5fdc\u7528\u4f8b\u3001\u305d\u3057\u3066\u6700\u65b0\u7814\u7a76\u52d5\u5411\u307e\u3067\u7db2\u7f85\u7684\u306b\u3054\u7d39\u4ecb\u3057\u307e\u3059\u3002\">\n <style>\n body { font-family: \"Yu Gothic\", \"Meiryo\", sans-serif; line-height: 1.8; color: #222; background: #fafafa; }\n header, footer { background: #eee; padding: 1em; text-align: center; }\n article { background: #fff; max-width: 900px; margin: 30px auto; padding: 2em 2.5em; border-radius: 12px; box-shadow: 0 0 8px #ddd; }\n h1, h2, h3 { color: #2779bd; }\n pre { background: #f3f3f3; padding: 1em; overflow-x: auto; }\n .illust { background: #ddeeff; color: #888; border: 2px dashed #99c; margin: 20px 0; text-align: center; padding: 50px 0; border-radius: 14px; }\n ul, ol { margin-left: 1.2em; }\n a { color: #1c87c9; text-decoration: underline; }\n .links { background: #e3f7fa; padding: 1em; border-radius: 8px; margin: 2em 0; }\n .tips { color: #477; font-size: 0.97em; background: #e9ffe9; padding: 0.7em 1.2em; border-radius: 8px; }\n <\/style>\n<\/head>\n<body>\n<header>\n \n <p>\u2015 \u672a\u6765\u306e\u8996\u899a\u3092\u500b\u4eba\u3067\u5b9f\u73fe\u3059\u308b\u305f\u3081\u306e\u30b9\u30c6\u30c3\u30d7\u30d0\u30a4\u30b9\u30c6\u30c3\u30d7\u89e3\u8aac \u2015<\/p>\n<\/header>\n<article>\n <section>\n <h2>\u306f\u3058\u3081\u306b<\/h2>\n <p>\n \u8fd1\u5e74\u3001\u30c9\u30ed\u30fc\u30f3\u306e\u81ea\u4f5c\uff08DIY\uff09\u306f\u4e00\u822c\u306e\u611b\u597d\u8005\u306b\u3082\u8eab\u8fd1\u306a\u8da3\u5473\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u52a0\u3048\u3066\u3001\u30ca\u30ce\u30e1\u30fc\u30c8\u30eb\u30b9\u30b1\u30fc\u30eb\u306e\u69cb\u9020\u3067\u5149\u3092\u81ea\u5728\u306b\u64cd\u308b\u300c\u30ca\u30ce\u30d5\u30a9\u30c8\u30cb\u30af\u30b9\u300d\u306f\u3001\u7523\u696d\u754c\u30fb\u5b66\u8853\u754c\u3067\u6ce8\u76ee\u3055\u308c\u308b\u6700\u5148\u7aef\u6280\u8853\u3067\u3059\u3002<br>\n \u672c\u8a18\u4e8b\u3067\u306f\u3001\u3053\u308c\u3089\u3092\u878d\u5408\u3057\u3001<strong>DIY\u30c9\u30ed\u30fc\u30f3\u306b\u30ca\u30ce\u30d5\u30a9\u30c8\u30cb\u30af\u30b9\u6280\u8853\uff08\u4f8b\uff1a\u30e1\u30bf\u30ec\u30f3\u30ba\u30ab\u30e1\u30e9\uff09\u3092\u5b9f\u88c5\u3059\u308b\u5177\u4f53\u7684\u306a\u65b9\u6cd5<\/strong>\u3092\u5fb9\u5e95\u89e3\u8aac\u3057\u307e\u3059\u3002\n <\/p>\n \n <\/section>\n <section>\n <h2>1. \u30ca\u30ce\u30d5\u30a9\u30c8\u30cb\u30af\u30b9\u6280\u8853\u3068\u306f\u4f55\u304b\uff1f<\/h2>\n <p>\n <strong>\u30ca\u30ce\u30d5\u30a9\u30c8\u30cb\u30af\u30b9<\/strong>\u306f\u3001\u30ca\u30ce\u30e1\u30fc\u30c8\u30eb\uff0810\u5104\u5206\u306e1\u30e1\u30fc\u30c8\u30eb\uff09\u5358\u4f4d\u3067\u5149\u3092\u5236\u5fa1\u3059\u308b\u5149\u5b66\u6280\u8853\u306e\u7dcf\u79f0\u3067\u3059\u3002<br>\n \u7279\u306b\u8fd1\u5e74\u6ce8\u76ee\u3055\u308c\u3066\u3044\u308b\u306e\u304c\u300c<strong>\u30e1\u30bf\u30ec\u30f3\u30ba<\/strong>\u300d\u3067\u3059\u3002\u3053\u308c\u306f\u3001\u5f93\u6765\u306e\u30ac\u30e9\u30b9\u3084\u30d7\u30e9\u30b9\u30c1\u30c3\u30af\u30ec\u30f3\u30ba\u3068\u306f\u7570\u306a\u308a\u3001\u6975\u8584\u306e\u5e73\u9762\u4e0a\u306b\u30ca\u30ce\u69cb\u9020\u4f53\u3092\u4e26\u3079\u308b\u3053\u3068\u3067\u3001\u30ec\u30f3\u30ba\u3068\u3057\u3066\u306e\u6a5f\u80fd\uff08\u96c6\u5149\u30fb\u62e1\u6563\u30fb\u50cf\u5f62\u6210\uff09\u3092\u6301\u305f\u305b\u305f\u3082\u306e\u3067\u3059\u3002\n <\/p>\n <ul>\n <li>\u8d85\u8584\u578b\u30fb\u8efd\u91cf\uff08\u6570\u30de\u30a4\u30af\u30ed\u30e1\u30fc\u30c8\u30eb\u539a\uff09<\/li>\n <li>\u5e83\u3044\u8996\u91ce\u89d2\uff08100\u5ea6\u4ee5\u4e0a\u3082\u53ef\u80fd\uff09<\/li>\n <li>\u9ad8\u89e3\u50cf\u5ea6\u3067\u6b6a\u307f\u304c\u5c11\u306a\u3044\u50cf\u5f62\u6210<\/li>\n <li>\u30de\u30eb\u30c1\u30b9\u30da\u30af\u30c8\u30eb\uff08\u8907\u6570\u6ce2\u9577\uff09\u5bfe\u5fdc\u3084\u504f\u5149\u5236\u5fa1\u3082\u53ef\u80fd<\/li>\n <\/ul>\n <p>\n <a href=\"https:\/\/www.nature.com\/articles\/s41578-022-00471-8\" target=\"_blank\">Nature Reviews: \u30e1\u30bf\u30b5\u30fc\u30d5\u30a7\u30b9\u3068\u30e1\u30bf\u30ec\u30f3\u30ba\u306e\u89e3\u8aac\uff08\u82f1\u8a9e\uff09<\/a>\n <\/p>\n <\/section>\n <section>\n <h2>2. DIY\u30c9\u30ed\u30fc\u30f3 \u00d7 \u30ca\u30ce\u30d5\u30a9\u30c8\u30cb\u30af\u30b9\u306e\u30e1\u30ea\u30c3\u30c8<\/h2>\n <p>\n DIY\u30c9\u30ed\u30fc\u30f3\u306b\u30ca\u30ce\u30d5\u30a9\u30c8\u30cb\u30af\u30b9\u30ab\u30e1\u30e9\u3092\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u30e1\u30ea\u30c3\u30c8\u304c\u3042\u308a\u307e\u3059\u3002\n <\/p>\n <ul>\n <li>\u30c9\u30ed\u30fc\u30f3\u306e<strong>\u642d\u8f09\u91cd\u91cf\u3092\u5927\u5e45\u306b\u524a\u6e1b<\/strong>\u3057\u3001\u98db\u884c\u6642\u9593\u304c\u5ef6\u3073\u308b<\/li>\n <li>\u5c0f\u578b\u3067\u3082<strong>\u9ad8\u6027\u80fd\u306a\u8996\u899a\u8a8d\u8b58<\/strong>\uff08\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u8a8d\u8b58\u3084\u30c8\u30e9\u30c3\u30ad\u30f3\u30b0\uff09\u304c\u53ef\u80fd<\/li>\n <li>\u5e83\u89d2\u64ae\u5f71\u3084\u591a\u6ce2\u9577\u30a4\u30e1\u30fc\u30b8\u30f3\u30b0\u306b\u3088\u308a\u3001\u63a2\u7d22\u3084\u76e3\u8996\u306e\u5fdc\u7528\u7bc4\u56f2\u304c\u62e1\u5927<\/li>\n <li>\u500b\u4eba\u3067\u3082\u6700\u5148\u7aef\u306e\u64ae\u5f71\u6280\u8853\u3092\u5b9f\u9a13\u53ef\u80fd<\/li>\n <\/ul>\n \n <p>\n \u4f8b\uff1a<a href=\"https:\/\/arxiv.org\/abs\/2505.19379\" target=\"_blank\">Neural Nanophotonic Object Detector with Ultra-Wide Field-of-View<\/a>\uff082025\u5e74 \u8ad6\u6587\uff09\n <\/p>\n <\/section>\n <section>\n <h2>3. \u5fc5\u8981\u306a\u30d1\u30fc\u30c4\u3068\u5165\u624b\u65b9\u6cd5<\/h2>\n <h3>\u30c9\u30ed\u30fc\u30f3\u672c\u4f53<\/h3>\n <ul>\n <li>\u30d5\u30ec\u30fc\u30e0\uff1a\u30ab\u30fc\u30dc\u30f3\u307e\u305f\u306f\u6a39\u8102\u30d5\u30ec\u30fc\u30e0\uff08\u81ea\u4f5c or \u5e02\u8ca9\uff09<\/li>\n <li>\u30e2\u30fc\u30bf\u30fc\u30fbESC\u30fb\u30d7\u30ed\u30da\u30e9\u30fb\u30d0\u30c3\u30c6\u30ea\u30fc\uff1a\u5fc5\u8981\u306a\u63a8\u529b\u306b\u5fdc\u3058\u3066\u9078\u629e<\/li>\n <li>\u30d5\u30e9\u30a4\u30c8\u30b3\u30f3\u30c8\u30ed\u30fc\u30e9\u30fc\uff1a\u4f8b\uff09Betaflight\/F4\u7cfb\/F7\u7cfb<\/li>\n <li>\u7121\u7dda\u9001\u53d7\u4fe1\u6a5f\uff08RC\uff09\u30fbFPV\u7528\u30d3\u30c7\u30aa\u30c8\u30e9\u30f3\u30b9\u30df\u30c3\u30bf\u30fc<\/li>\n <\/ul>\n <h3>\u30ca\u30ce\u30d5\u30a9\u30c8\u30cb\u30af\u30b9\u30ab\u30e1\u30e9\uff08\u30e1\u30bf\u30ec\u30f3\u30ba\u30ab\u30e1\u30e9\uff09<\/h3>\n <ul>\n <li>\u65e2\u88fd\u306e\u30e1\u30bf\u30ec\u30f3\u30ba\u30ab\u30e1\u30e9\u30e2\u30b8\u30e5\u30fc\u30eb\n <ul>\n <li>\u5546\u7528\u88fd\u54c1\u4f8b\uff1a<a href=\"https:\/\/metalenz.com\/products\/\" target=\"_blank\">Metalenz\u793e\u88fd\u54c1\u30da\u30fc\u30b8<\/a><\/li>\n <li>\u5927\u5b66\u767a\u30d9\u30f3\u30c1\u30e3\u30fc\u306e\u8a66\u4f5c\u54c1\u306a\u3069\u3082\u5165\u624b\u53ef\u80fd<\/li>\n <\/ul>\n <\/li>\n <li>\u307e\u305f\u306f\u3001\u65e2\u5b58\u30ab\u30e1\u30e9\uff08CMOS\/CCD\uff09\u306b\u30ca\u30ce\u30d5\u30a9\u30c8\u30cb\u30af\u30b9\u30a2\u30ec\u30a4\u30ec\u30f3\u30ba\u3092\u5916\u4ed8\u3051\u3059\u308b\u6539\u9020\u3082\u53ef<\/li>\n <li>\u30ec\u30f3\u30ba\u306f\u3001\u7814\u7a76\u6a5f\u95a2\u30fb\u5c02\u9580\u901a\u8ca9\u30fb\u30af\u30e9\u30a6\u30c9\u30d5\u30a1\u30f3\u30c7\u30a3\u30f3\u30b0\u3067\u9812\u5e03\u3055\u308c\u308b\u3053\u3068\u3082\u3042\u308b<\/li>\n <\/ul>\n\n <h3>\u6620\u50cf\u51e6\u7406\u30fbAI\u63a8\u8ad6\u7528\u30de\u30a4\u30b3\u30f3\/\u30dc\u30fc\u30c9<\/h3>\n <ul>\n <li>Raspberry Pi 5, NVIDIA Jetson Nano, Google Coral\u306a\u3069\u306eAI\u5bfe\u5fdc\u5c0f\u578b\u30dc\u30fc\u30c9<\/li>\n <li>\u52a0\u901f\u5ea6\u30bb\u30f3\u30b5\u30fc\u3001GPS\u306a\u3069\u3082\u30aa\u30d7\u30b7\u30e7\u30f3\u3067\u8ffd\u52a0<\/li>\n <\/ul>\n <\/section>\n <section>\n <h2>4. \u5b9f\u88c5\u30b9\u30c6\u30c3\u30d7<\/h2>\n <ol>\n <li>\n <strong>\u30d1\u30fc\u30c4\u306e\u8abf\u9054<\/strong><br>\n \u5fc5\u8981\u306a\u30c9\u30ed\u30fc\u30f3\u90e8\u54c1\u3001\u30e1\u30bf\u30ec\u30f3\u30ba\u30ab\u30e1\u30e9\u3001AI\u5bfe\u5fdc\u30dc\u30fc\u30c9\u306a\u3069\u3092\u6e96\u5099\u3057\u307e\u3059\u3002\n <\/li>\n <li>\n <strong>\u30d5\u30ec\u30fc\u30e0\u7d44\u7acb\u30fb\u57fa\u672c\u914d\u7dda<\/strong><br>\n \u30c9\u30ed\u30fc\u30f3\u3092\u901a\u5e38\u901a\u308a\u7d44\u307f\u7acb\u3066\u3001\u30d5\u30e9\u30a4\u30c8\u30b3\u30f3\u30c8\u30ed\u30fc\u30e9\u30fc\u3084\u30e2\u30fc\u30bf\u30fc\u3001\u9001\u4fe1\u6a5f\u3092\u63a5\u7d9a\u3057\u307e\u3059\u3002\n <\/li>\n <li>\n <strong>\u30e1\u30bf\u30ec\u30f3\u30ba\u30ab\u30e1\u30e9\u306e\u642d\u8f09<\/strong><br>\n \u524d\u65b9\u3084\u4e0b\u5411\u304d\u306b\u30e1\u30bf\u30ec\u30f3\u30ba\u30ab\u30e1\u30e9\u30e2\u30b8\u30e5\u30fc\u30eb\u3092\u30de\u30a6\u30f3\u30c8\u3002<br>\n \u914d\u7dda\u306fAI\u30dc\u30fc\u30c9\u3084\u30d3\u30c7\u30aa\u30c8\u30e9\u30f3\u30b9\u30df\u30c3\u30bf\u30fc\u3078\uff08HDMI\/USB\/MIPI\u306a\u3069\u306b\u6ce8\u610f\uff09\u3002\n <\/li>\n <li>\n <strong>AI\u30dc\u30fc\u30c9\u306e\u30bb\u30c3\u30c8\u30a2\u30c3\u30d7<\/strong><br>\n OS\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u5f8c\u3001\u7269\u4f53\u8a8d\u8b58AI\uff08\u4f8b\uff1aYOLOv8, NanoDet, Metalens\u7528\u5b66\u7fd2\u6e08\u307f\u30e2\u30c7\u30eb\u306a\u3069\uff09\u3092\u5c0e\u5165\u3002\n <div class=\"tips\">\n Metalenz\u30ab\u30e1\u30e9\u7528\u306e\u6b6a\u307f\u88dc\u6b63\u3084\u5c02\u7528API\u304c\u3042\u308b\u5834\u5408\u306f\u3001\u305d\u308c\u306b\u5f93\u3063\u3066\u30ad\u30e3\u30ea\u30d6\u30ec\u30fc\u30b7\u30e7\u30f3\u3092\u884c\u3046\u3002\n <\/div>\n <\/li>\n <li>\n <strong>\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u69cb\u7bc9<\/strong><br>\n Python\u3084C++\u3067\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u753b\u50cf\u51e6\u7406\uff06\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u8a8d\u8b58\u3002<br>\n \u4f8b\uff1aPyTorch\uff0bOpenCV\u3067\u30b9\u30c8\u30ea\u30fc\u30e0\u51e6\u7406\u3002\n<pre>\nimport cv2\n# \u30e1\u30bf\u30ec\u30f3\u30ba\u30ab\u30e1\u30e9\uff08\u4f8b\uff1a\/dev\/video0\uff09\u304b\u3089\u6620\u50cf\u53d6\u5f97\ncap = cv2.VideoCapture(0)\nwhile True:\n ret, frame = cap.read()\n if not ret:\n break\n # \u3053\u3053\u3067AI\u306b\u3088\u308b\u7269\u4f53\u8a8d\u8b58\u306a\u3069\n cv2.imshow('MetaLens Drone Cam', frame)\n if cv2.waitKey(1) == 27: # ESC\u3067\u7d42\u4e86\n break\ncap.release()\ncv2.destroyAllWindows()\n<\/pre>\n <\/li>\n <li>\n <strong>\u98db\u884c\u30c6\u30b9\u30c8\u30fb\u6620\u50cf\u8a18\u9332\u30fb\u30c7\u30fc\u30bf\u89e3\u6790<\/strong><br>\n \u5c4b\u5916\u3084\u5e83\u3044\u5834\u6240\u3067\u5b89\u5168\u3092\u78ba\u8a8d\u3057\u306a\u304c\u3089\u30c6\u30b9\u30c8\u98db\u884c\u3092\u884c\u3044\u3001\u30e1\u30bf\u30ec\u30f3\u30ba\u30ab\u30e1\u30e9\u306b\u3088\u308b\u5e83\u89d2\u30fb\u9ad8\u89e3\u50cf\u5ea6\u6620\u50cf\u3068AI\u8a8d\u8b58\u306e\u6319\u52d5\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002\n <\/li>\n <\/ol>\n\n <\/section>\n <section>\n <h2>5. \u5fdc\u7528\u4f8b\u3068\u793e\u4f1a\u7684\u30a4\u30f3\u30d1\u30af\u30c8<\/h2>\n <ul>\n <li><strong>\u707d\u5bb3\u73fe\u5834\u306e\u5e83\u7bc4\u56f2\u8abf\u67fb<\/strong>\uff08\u969c\u5bb3\u7269\u30fb\u4eba\u547d\u63a2\u67fb\uff09<\/li>\n <li><strong>\u30a4\u30f3\u30d5\u30e9\u70b9\u691c\u3084\u8fb2\u696d\u5206\u91ce<\/strong>\uff08\u5e83\u5927\u306a\u8fb2\u5730\u306e\u72b6\u614b\u628a\u63e1\uff09<\/li>\n <li><strong>\u52d5\u7269\u3084\u4eba\u306e\u884c\u52d5\u30d1\u30bf\u30fc\u30f3\u306eAI\u89e3\u6790<\/strong><\/li>\n <li><strong>\u8da3\u5473\u306e\u7a7a\u64ae\u30fb\u81ea\u7136\u89b3\u5bdf<\/strong><\/li>\n <\/ul>\n <p>\n \u4eca\u5f8c\u306f\u3055\u3089\u306b\u5c0f\u578b\u30fb\u9ad8\u6027\u80fd\u306a\u30e1\u30bf\u30ec\u30f3\u30ba\u30ab\u30e1\u30e9\u3084\u30a8\u30c3\u30b8AI\u306e\u9032\u6b69\u306b\u3088\u3063\u3066\u3001\u500b\u4eba\u30ec\u30d9\u30eb\u3067\u3082\u5f93\u6765\u5c02\u9580\u5bb6\u3057\u304b\u6271\u3048\u306a\u304b\u3063\u305f\u5fdc\u7528\u304c\u5e83\u304c\u3063\u3066\u3044\u304f\u3068\u8003\u3048\u3089\u308c\u307e\u3059\u3002\n <\/p>\n <\/section>\n <section>\n <h2>6. \u6280\u8853\u306e\u8ab2\u984c\u3068\u5c55\u671b<\/h2>\n <ul>\n <li>\u5546\u7528\u30e1\u30bf\u30ec\u30f3\u30ba\u30ab\u30e1\u30e9\u306e\u9078\u629e\u80a2\u306f\u307e\u3060\u9650\u3089\u308c\u308b\u304c\u3001\u5e74\u3005\u666e\u53ca\u304c\u9032\u3080<\/li>\n <li>AI\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u306f\u3001\u9b5a\u773c\u30ec\u30f3\u30ba\u3084\u30e1\u30bf\u30ec\u30f3\u30ba\u7279\u6709\u306e\u6b6a\u307f\u306b\u5bfe\u5fdc\u3057\u305f\u5b66\u7fd2\u30e2\u30c7\u30eb\u304c\u5fc5\u8981<\/li>\n <li>\u4eca\u5f8c\u30013D\u30bb\u30f3\u30b5\u30fc\u3084\u8907\u6570\u30b9\u30da\u30af\u30c8\u30eb\uff08\u8d64\u5916\u7dda\u30fb\u7d2b\u5916\u7dda\uff09\u5bfe\u5fdc\u30ab\u30e1\u30e9\u3068\u306e\u7d71\u5408\u3082\u671f\u5f85<\/li>\n <li>\u96fb\u6ce2\u6cd5\u30fb\u30c9\u30ed\u30fc\u30f3\u898f\u5236\u306b\u3082\u6ce8\u610f\u3057\u3001\u98db\u884c\u5834\u6240\u30fb\u7528\u9014\u3092\u9078\u629e<\/li>\n <\/ul>\n <div class=\"tips\">\n <strong>\u7814\u7a76\u306e\u6700\u524d\u7dda\uff1a<\/strong> <br>\n <a href=\"https:\/\/arxiv.org\/abs\/2505.19379\" target=\"_blank\">Neural Nanophotonic Object Detector with Ultra-Wide Field-of-View\uff08arXiv\u8ad6\u6587, 2025\uff09<\/a><br>\n <a href=\"https:\/\/metalenz.com\/products\/\" target=\"_blank\">Metalenz\u793e\u516c\u5f0f\uff08\u5546\u7528\u30e1\u30bf\u30ec\u30f3\u30ba\u88fd\u54c1\uff09<\/a><br>\n <a href=\"https:\/\/www.nature.com\/articles\/s41578-022-00471-8\" target=\"_blank\">Nature Reviews: \u30e1\u30bf\u30ec\u30f3\u30ba\u6700\u65b0\u30ec\u30d3\u30e5\u30fc<\/a>\n <\/div>\n <\/section>\n <section>\n <h2>7. \u304a\u308f\u308a\u306b \u2015 DIY\u00d7\u6700\u5148\u7aef\u306e\u6109\u3057\u307f<\/h2>\n <p>\n \u30c9\u30ed\u30fc\u30f3\u8da3\u5473\u306f\u300c\u98db\u3070\u3057\u3066\u7d42\u308f\u308a\u300d\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002<br>\n AI\u30fb\u753b\u50cf\u89e3\u6790\u30fb\u30ca\u30ce\u30d5\u30a9\u30c8\u30cb\u30af\u30b9\u306a\u3069\u3001\u6700\u65b0\u306e\u77e5\u898b\u3092\u81ea\u5206\u306e\u624b\u3067\u8a66\u3059\u697d\u3057\u3055\u306f\u683c\u5225\u3067\u3059\u3002<br>\n \u6280\u8853\u306e\u9032\u6b69\u306b\u3088\u3063\u3066\u3001\u500b\u4eba\u3067\u3082\u4e16\u754c\u6700\u5148\u7aef\u306e\u8996\u899a\u4f53\u9a13\u304c\u5b9f\u73fe\u3067\u304d\u308b\u6642\u4ee3\u3067\u3059\u3002<br>\n \u305c\u3072\u3001\u5b89\u5168\u306b\u7559\u610f\u3057\u3064\u3064\u3001\u81ea\u4f5c\u30c9\u30ed\u30fc\u30f3\u306b\u30e1\u30bf\u30ec\u30f3\u30ba\u30ab\u30e1\u30e9\u3092\u8f09\u305b\u3066\u3001\u65b0\u305f\u306a\u8996\u91ce\u3092\u5207\u308a\u958b\u3044\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002\n <\/p>\n \n <\/section>\n <section class=\"links\">\n <h3>\u53c2\u8003\u30fb\u95a2\u9023\u30ea\u30f3\u30af\u96c6<\/h3>\n <ul>\n <li><a href=\"https:\/\/metalenz.com\/products\/\" target=\"_blank\">Metalenz\u516c\u5f0f\u88fd\u54c1\u30da\u30fc\u30b8\uff08\u82f1\u8a9e\uff09<\/a><\/li>\n <li><a href=\"https:\/\/arxiv.org\/abs\/2505.19379\" target=\"_blank\">Neural Nanophotonic Object Detector with Ultra-Wide Field-of-View\uff08\u8ad6\u6587\uff09<\/a><\/li>\n <li><a href=\"https:\/\/www.nature.com\/articles\/s41578-022-00471-8\" target=\"_blank\">Nature Reviews: Metasurfaces and Metalenses<\/a><\/li>\n <li><a href=\"https:\/\/www.dronet.academy\/blog\/diy-drone\" target=\"_blank\">DIY\u30c9\u30ed\u30fc\u30f3\u7d44\u7acb\u89e3\u8aac\uff08\u82f1\u8a9e\uff09<\/a><\/li>\n <li><a href=\"https:\/\/www.raspberrypi.com\/products\/raspberry-pi-5\/\" target=\"_blank\">Raspberry Pi 5 \u88fd\u54c1\u30da\u30fc\u30b8<\/a><\/li>\n <li><a href=\"https:\/\/coral.ai\/products\/dev-board\/\" target=\"_blank\">Google Coral Dev Board\uff08\u30a8\u30c3\u30b8AI\u7528\uff09<\/a><\/li>\n <li><a href=\"https:\/\/www.youtube.com\/results?search_query=metalens+camera+drone\" target=\"_blank\">YouTube: Metalens Camera Drone\u3067\u691c\u7d22<\/a><\/li>\n <\/ul>\n <\/section>\n<\/article>\n<footer>\n <small>\u00a9 2025 Bee Knowledge Design ,Inc \u672c\u8a18\u4e8b\u306f\u6559\u80b2\u30fb\u5553\u767a\u76ee\u7684\u3067\u4f5c\u6210\u3057\u3066\u3044\u307e\u3059\u3002<\/small>\n<\/footer>\n<\/body>\n<\/html>\n","protected":false},"excerpt":{"rendered":"<p>DIY\u30c9\u30ed\u30fc\u30f3\u306b\u30ca\u30ce\u30d5\u30a9\u30c8\u30cb\u30af\u30b9\u6280\u8853\u3092\u53d6\u308a\u5165\u308c\u308b\u65b9\u6cd5 \u2015 \u672a\u6765\u306e\u8996\u899a\u3092\u500b\u4eba\u3067\u5b9f\u73fe\u3059\u308b\u305f\u3081\u306e\u30b9\u30c6\u30c3\u30d7\u30d0\u30a4\u30b9\u30c6\u30c3\u30d7\u89e3\u8aac \u2015 \u306f\u3058\u3081\u306b \u8fd1\u5e74\u3001\u30c9\u30ed\u30fc\u30f3\u306e\u81ea\u4f5c\uff08DIY\uff09\u306f\u4e00\u822c\u306e\u611b\u597d\u8005\u306b\u3082\u8eab\u8fd1\u306a\u8da3\u5473\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u52a0\u3048\u3066\u3001\u30ca\u30ce\u30e1\u30fc […]<\/p>\n","protected":false},"author":1,"featured_media":1174,"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":[5,6,54],"tags":[26,27,51,41,52,36],"class_list":["post-1167","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai","category-programing","category-54","tag-ai","tag-27","tag-51","tag-41","tag-52","tag-36"],"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=1167\" \/>\n\t<meta name=\"generator\" content=\"All in One SEO (AIOSEO) 4.9.10\" \/>\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=\"DIY\u30c9\u30ed\u30fc\u30f3\u306b\u30ca\u30ce\u30d5\u30a9\u30c8\u30cb\u30af\u30b9\u6280\u8853\u3092\u53d6\u308a\u5165\u308c\u308b\u65b9\u6cd5(\u8abf\u67fb\u4e2d) | \u77e5\u3092\u89e3\u304d\u653e\u3066 \u672a\u6765\u3092\u5275\u308b\u30c7\u30b8\u30bf\u30eb\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u4f01\u696d\" \/>\n\t\t<meta property=\"og:url\" content=\"https:\/\/beeknowledge.co.jp\/?p=1167\" \/>\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\/05\/07_19_25.png\" \/>\n\t\t<meta property=\"og:image:secure_url\" content=\"https:\/\/beeknowledge.co.jp\/wp-content\/uploads\/2025\/05\/07_19_25.png\" \/>\n\t\t<meta property=\"og:image:width\" content=\"768\" \/>\n\t\t<meta property=\"og:image:height\" content=\"512\" \/>\n\t\t<meta property=\"article:published_time\" content=\"2025-05-29T22:20:31+00:00\" \/>\n\t\t<meta property=\"article:modified_time\" content=\"2025-05-29T22:22:25+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=\"DIY\u30c9\u30ed\u30fc\u30f3\u306b\u30ca\u30ce\u30d5\u30a9\u30c8\u30cb\u30af\u30b9\u6280\u8853\u3092\u53d6\u308a\u5165\u308c\u308b\u65b9\u6cd5(\u8abf\u67fb\u4e2d) | \u77e5\u3092\u89e3\u304d\u653e\u3066 \u672a\u6765\u3092\u5275\u308b\u30c7\u30b8\u30bf\u30eb\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u4f01\u696d\" \/>\n\t\t<meta name=\"twitter:image\" content=\"https:\/\/beeknowledge.co.jp\/wp-content\/uploads\/2025\/05\/07_19_25.png\" \/>\n\t\t<script type=\"application\/ld+json\" class=\"aioseo-schema\">\n\t\t\t{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/beeknowledge.co.jp\\\/?p=1167#article\",\"name\":\"DIY\\u30c9\\u30ed\\u30fc\\u30f3\\u306b\\u30ca\\u30ce\\u30d5\\u30a9\\u30c8\\u30cb\\u30af\\u30b9\\u6280\\u8853\\u3092\\u53d6\\u308a\\u5165\\u308c\\u308b\\u65b9\\u6cd5(\\u8abf\\u67fb\\u4e2d) | \\u77e5\\u3092\\u89e3\\u304d\\u653e\\u3066 \\u672a\\u6765\\u3092\\u5275\\u308b\\u30c7\\u30b8\\u30bf\\u30eb\\u30bd\\u30ea\\u30e5\\u30fc\\u30b7\\u30e7\\u30f3\\u4f01\\u696d\",\"headline\":\"DIY\\u30c9\\u30ed\\u30fc\\u30f3\\u306b\\u30ca\\u30ce\\u30d5\\u30a9\\u30c8\\u30cb\\u30af\\u30b9\\u6280\\u8853\\u3092\\u53d6\\u308a\\u5165\\u308c\\u308b\\u65b9\\u6cd5(\\u8abf\\u67fb\\u4e2d)\",\"author\":{\"@id\":\"https:\\\/\\\/beeknowledge.co.jp\\\/?author=1#author\"},\"publisher\":{\"@id\":\"https:\\\/\\\/beeknowledge.co.jp\\\/#organization\"},\"image\":{\"@type\":\"ImageObject\",\"url\":\"https:\\\/\\\/beeknowledge.co.jp\\\/wp-content\\\/uploads\\\/2025\\\/05\\\/07_19_25.png\",\"width\":768,\"height\":512},\"datePublished\":\"2025-05-30T07:20:31+09:00\",\"dateModified\":\"2025-05-30T07:22:25+09:00\",\"inLanguage\":\"ja\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/beeknowledge.co.jp\\\/?p=1167#webpage\"},\"isPartOf\":{\"@id\":\"https:\\\/\\\/beeknowledge.co.jp\\\/?p=1167#webpage\"},\"articleSection\":\"AI, \\u30d7\\u30ed\\u30b0\\u30e9\\u30df\\u30f3\\u30b0, \\u6559\\u80b2, AI, \\u53ef\\u8996\\u5316, \\u5b66\\u7fd2, \\u5b89\\u5168\\u7ba1\\u7406, \\u6210\\u9577, \\u6559\\u80b2\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/beeknowledge.co.jp\\\/?p=1167#breadcrumblist\",\"itemListElement\":[{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/beeknowledge.co.jp#listItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/beeknowledge.co.jp\",\"nextItem\":{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/beeknowledge.co.jp\\\/?cat=5#listItem\",\"name\":\"AI\"}},{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/beeknowledge.co.jp\\\/?cat=5#listItem\",\"position\":2,\"name\":\"AI\",\"item\":\"https:\\\/\\\/beeknowledge.co.jp\\\/?cat=5\",\"nextItem\":{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/beeknowledge.co.jp\\\/?p=1167#listItem\",\"name\":\"DIY\\u30c9\\u30ed\\u30fc\\u30f3\\u306b\\u30ca\\u30ce\\u30d5\\u30a9\\u30c8\\u30cb\\u30af\\u30b9\\u6280\\u8853\\u3092\\u53d6\\u308a\\u5165\\u308c\\u308b\\u65b9\\u6cd5(\\u8abf\\u67fb\\u4e2d)\"},\"previousItem\":{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/beeknowledge.co.jp#listItem\",\"name\":\"Home\"}},{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/beeknowledge.co.jp\\\/?p=1167#listItem\",\"position\":3,\"name\":\"DIY\\u30c9\\u30ed\\u30fc\\u30f3\\u306b\\u30ca\\u30ce\\u30d5\\u30a9\\u30c8\\u30cb\\u30af\\u30b9\\u6280\\u8853\\u3092\\u53d6\\u308a\\u5165\\u308c\\u308b\\u65b9\\u6cd5(\\u8abf\\u67fb\\u4e2d)\",\"previousItem\":{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/beeknowledge.co.jp\\\/?cat=5#listItem\",\"name\":\"AI\"}}]},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/beeknowledge.co.jp\\\/#organization\",\"name\":\"\\u682a\\u5f0f\\u4f1a\\u793e\\u30d3\\u30fc\\u30fb\\u30ca\\u30ec\\u30c3\\u30b8\\u30fb\\u30c7\\u30b6\\u30a4\\u30f3\",\"description\":\"\\u5fc5\\u8981\\u306a\\u60c5\\u5831\\u306b\\u3059\\u3050\\u8fbf\\u308a\\u3064\\u3051\\u308b\\u4ed5\\u7d44\\u307f\\u3092\",\"url\":\"https:\\\/\\\/beeknowledge.co.jp\\\/\"},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/beeknowledge.co.jp\\\/?author=1#author\",\"url\":\"https:\\\/\\\/beeknowledge.co.jp\\\/?author=1\",\"name\":\"takashide\",\"image\":{\"@type\":\"ImageObject\",\"@id\":\"https:\\\/\\\/beeknowledge.co.jp\\\/?p=1167#authorImage\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/2b25d69a38267e5f385a2bdbdbb39d21413c8fcc9096236e2f00029e86803283?s=96&d=mm&r=g\",\"width\":96,\"height\":96,\"caption\":\"takashide\"}},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/beeknowledge.co.jp\\\/?p=1167#webpage\",\"url\":\"https:\\\/\\\/beeknowledge.co.jp\\\/?p=1167\",\"name\":\"DIY\\u30c9\\u30ed\\u30fc\\u30f3\\u306b\\u30ca\\u30ce\\u30d5\\u30a9\\u30c8\\u30cb\\u30af\\u30b9\\u6280\\u8853\\u3092\\u53d6\\u308a\\u5165\\u308c\\u308b\\u65b9\\u6cd5(\\u8abf\\u67fb\\u4e2d) | \\u77e5\\u3092\\u89e3\\u304d\\u653e\\u3066 \\u672a\\u6765\\u3092\\u5275\\u308b\\u30c7\\u30b8\\u30bf\\u30eb\\u30bd\\u30ea\\u30e5\\u30fc\\u30b7\\u30e7\\u30f3\\u4f01\\u696d\",\"inLanguage\":\"ja\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/beeknowledge.co.jp\\\/#website\"},\"breadcrumb\":{\"@id\":\"https:\\\/\\\/beeknowledge.co.jp\\\/?p=1167#breadcrumblist\"},\"author\":{\"@id\":\"https:\\\/\\\/beeknowledge.co.jp\\\/?author=1#author\"},\"creator\":{\"@id\":\"https:\\\/\\\/beeknowledge.co.jp\\\/?author=1#author\"},\"image\":{\"@type\":\"ImageObject\",\"url\":\"https:\\\/\\\/beeknowledge.co.jp\\\/wp-content\\\/uploads\\\/2025\\\/05\\\/07_19_25.png\",\"@id\":\"https:\\\/\\\/beeknowledge.co.jp\\\/?p=1167\\\/#mainImage\",\"width\":768,\"height\":512},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/beeknowledge.co.jp\\\/?p=1167#mainImage\"},\"datePublished\":\"2025-05-30T07:20:31+09:00\",\"dateModified\":\"2025-05-30T07:22:25+09:00\"},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/beeknowledge.co.jp\\\/#website\",\"url\":\"https:\\\/\\\/beeknowledge.co.jp\\\/\",\"name\":\"AI\\u3092\\u4f7f\\u3063\\u3066\\u554f\\u984c\\u89e3\\u6c7a\",\"description\":\"\\u5fc5\\u8981\\u306a\\u60c5\\u5831\\u306b\\u3059\\u3050\\u8fbf\\u308a\\u3064\\u3051\\u308b\\u4ed5\\u7d44\\u307f\\u3092\",\"inLanguage\":\"ja\",\"publisher\":{\"@id\":\"https:\\\/\\\/beeknowledge.co.jp\\\/#organization\"}}]}\n\t\t<\/script>\n\t\t\n\n","aioseo_head_json":{"title":"DIY\u30c9\u30ed\u30fc\u30f3\u306b\u30ca\u30ce\u30d5\u30a9\u30c8\u30cb\u30af\u30b9\u6280\u8853\u3092\u53d6\u308a\u5165\u308c\u308b\u65b9\u6cd5(\u8abf\u67fb\u4e2d) | \u77e5\u3092\u89e3\u304d\u653e\u3066 \u672a\u6765\u3092\u5275\u308b\u30c7\u30b8\u30bf\u30eb\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u4f01\u696d","description":"","canonical_url":"https:\/\/beeknowledge.co.jp\/?p=1167","robots":"max-image-preview:large","keywords":"","webmasterTools":{"miscellaneous":""},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/beeknowledge.co.jp\/?p=1167#article","name":"DIY\u30c9\u30ed\u30fc\u30f3\u306b\u30ca\u30ce\u30d5\u30a9\u30c8\u30cb\u30af\u30b9\u6280\u8853\u3092\u53d6\u308a\u5165\u308c\u308b\u65b9\u6cd5(\u8abf\u67fb\u4e2d) | \u77e5\u3092\u89e3\u304d\u653e\u3066 \u672a\u6765\u3092\u5275\u308b\u30c7\u30b8\u30bf\u30eb\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u4f01\u696d","headline":"DIY\u30c9\u30ed\u30fc\u30f3\u306b\u30ca\u30ce\u30d5\u30a9\u30c8\u30cb\u30af\u30b9\u6280\u8853\u3092\u53d6\u308a\u5165\u308c\u308b\u65b9\u6cd5(\u8abf\u67fb\u4e2d)","author":{"@id":"https:\/\/beeknowledge.co.jp\/?author=1#author"},"publisher":{"@id":"https:\/\/beeknowledge.co.jp\/#organization"},"image":{"@type":"ImageObject","url":"https:\/\/beeknowledge.co.jp\/wp-content\/uploads\/2025\/05\/07_19_25.png","width":768,"height":512},"datePublished":"2025-05-30T07:20:31+09:00","dateModified":"2025-05-30T07:22:25+09:00","inLanguage":"ja","mainEntityOfPage":{"@id":"https:\/\/beeknowledge.co.jp\/?p=1167#webpage"},"isPartOf":{"@id":"https:\/\/beeknowledge.co.jp\/?p=1167#webpage"},"articleSection":"AI, \u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0, \u6559\u80b2, AI, \u53ef\u8996\u5316, \u5b66\u7fd2, \u5b89\u5168\u7ba1\u7406, \u6210\u9577, \u6559\u80b2"},{"@type":"BreadcrumbList","@id":"https:\/\/beeknowledge.co.jp\/?p=1167#breadcrumblist","itemListElement":[{"@type":"ListItem","@id":"https:\/\/beeknowledge.co.jp#listItem","position":1,"name":"Home","item":"https:\/\/beeknowledge.co.jp","nextItem":{"@type":"ListItem","@id":"https:\/\/beeknowledge.co.jp\/?cat=5#listItem","name":"AI"}},{"@type":"ListItem","@id":"https:\/\/beeknowledge.co.jp\/?cat=5#listItem","position":2,"name":"AI","item":"https:\/\/beeknowledge.co.jp\/?cat=5","nextItem":{"@type":"ListItem","@id":"https:\/\/beeknowledge.co.jp\/?p=1167#listItem","name":"DIY\u30c9\u30ed\u30fc\u30f3\u306b\u30ca\u30ce\u30d5\u30a9\u30c8\u30cb\u30af\u30b9\u6280\u8853\u3092\u53d6\u308a\u5165\u308c\u308b\u65b9\u6cd5(\u8abf\u67fb\u4e2d)"},"previousItem":{"@type":"ListItem","@id":"https:\/\/beeknowledge.co.jp#listItem","name":"Home"}},{"@type":"ListItem","@id":"https:\/\/beeknowledge.co.jp\/?p=1167#listItem","position":3,"name":"DIY\u30c9\u30ed\u30fc\u30f3\u306b\u30ca\u30ce\u30d5\u30a9\u30c8\u30cb\u30af\u30b9\u6280\u8853\u3092\u53d6\u308a\u5165\u308c\u308b\u65b9\u6cd5(\u8abf\u67fb\u4e2d)","previousItem":{"@type":"ListItem","@id":"https:\/\/beeknowledge.co.jp\/?cat=5#listItem","name":"AI"}}]},{"@type":"Organization","@id":"https:\/\/beeknowledge.co.jp\/#organization","name":"\u682a\u5f0f\u4f1a\u793e\u30d3\u30fc\u30fb\u30ca\u30ec\u30c3\u30b8\u30fb\u30c7\u30b6\u30a4\u30f3","description":"\u5fc5\u8981\u306a\u60c5\u5831\u306b\u3059\u3050\u8fbf\u308a\u3064\u3051\u308b\u4ed5\u7d44\u307f\u3092","url":"https:\/\/beeknowledge.co.jp\/"},{"@type":"Person","@id":"https:\/\/beeknowledge.co.jp\/?author=1#author","url":"https:\/\/beeknowledge.co.jp\/?author=1","name":"takashide","image":{"@type":"ImageObject","@id":"https:\/\/beeknowledge.co.jp\/?p=1167#authorImage","url":"https:\/\/secure.gravatar.com\/avatar\/2b25d69a38267e5f385a2bdbdbb39d21413c8fcc9096236e2f00029e86803283?s=96&d=mm&r=g","width":96,"height":96,"caption":"takashide"}},{"@type":"WebPage","@id":"https:\/\/beeknowledge.co.jp\/?p=1167#webpage","url":"https:\/\/beeknowledge.co.jp\/?p=1167","name":"DIY\u30c9\u30ed\u30fc\u30f3\u306b\u30ca\u30ce\u30d5\u30a9\u30c8\u30cb\u30af\u30b9\u6280\u8853\u3092\u53d6\u308a\u5165\u308c\u308b\u65b9\u6cd5(\u8abf\u67fb\u4e2d) | \u77e5\u3092\u89e3\u304d\u653e\u3066 \u672a\u6765\u3092\u5275\u308b\u30c7\u30b8\u30bf\u30eb\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u4f01\u696d","inLanguage":"ja","isPartOf":{"@id":"https:\/\/beeknowledge.co.jp\/#website"},"breadcrumb":{"@id":"https:\/\/beeknowledge.co.jp\/?p=1167#breadcrumblist"},"author":{"@id":"https:\/\/beeknowledge.co.jp\/?author=1#author"},"creator":{"@id":"https:\/\/beeknowledge.co.jp\/?author=1#author"},"image":{"@type":"ImageObject","url":"https:\/\/beeknowledge.co.jp\/wp-content\/uploads\/2025\/05\/07_19_25.png","@id":"https:\/\/beeknowledge.co.jp\/?p=1167\/#mainImage","width":768,"height":512},"primaryImageOfPage":{"@id":"https:\/\/beeknowledge.co.jp\/?p=1167#mainImage"},"datePublished":"2025-05-30T07:20:31+09:00","dateModified":"2025-05-30T07:22:25+09:00"},{"@type":"WebSite","@id":"https:\/\/beeknowledge.co.jp\/#website","url":"https:\/\/beeknowledge.co.jp\/","name":"AI\u3092\u4f7f\u3063\u3066\u554f\u984c\u89e3\u6c7a","description":"\u5fc5\u8981\u306a\u60c5\u5831\u306b\u3059\u3050\u8fbf\u308a\u3064\u3051\u308b\u4ed5\u7d44\u307f\u3092","inLanguage":"ja","publisher":{"@id":"https:\/\/beeknowledge.co.jp\/#organization"}}]},"og:locale":"ja_JP","og:site_name":"Bee Knowledge","og:type":"article","og:title":"DIY\u30c9\u30ed\u30fc\u30f3\u306b\u30ca\u30ce\u30d5\u30a9\u30c8\u30cb\u30af\u30b9\u6280\u8853\u3092\u53d6\u308a\u5165\u308c\u308b\u65b9\u6cd5(\u8abf\u67fb\u4e2d) | \u77e5\u3092\u89e3\u304d\u653e\u3066 \u672a\u6765\u3092\u5275\u308b\u30c7\u30b8\u30bf\u30eb\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u4f01\u696d","og:url":"https:\/\/beeknowledge.co.jp\/?p=1167","fb:admins":"takashide@beeknowledge.co.jp","og:image":"https:\/\/beeknowledge.co.jp\/wp-content\/uploads\/2025\/05\/07_19_25.png","og:image:secure_url":"https:\/\/beeknowledge.co.jp\/wp-content\/uploads\/2025\/05\/07_19_25.png","og:image:width":768,"og:image:height":512,"article:published_time":"2025-05-29T22:20:31+00:00","article:modified_time":"2025-05-29T22:22:25+00:00","article:publisher":"https:\/\/www.facebook.com\/SpiralKnowledge\/","twitter:card":"summary","twitter:title":"DIY\u30c9\u30ed\u30fc\u30f3\u306b\u30ca\u30ce\u30d5\u30a9\u30c8\u30cb\u30af\u30b9\u6280\u8853\u3092\u53d6\u308a\u5165\u308c\u308b\u65b9\u6cd5(\u8abf\u67fb\u4e2d) | \u77e5\u3092\u89e3\u304d\u653e\u3066 \u672a\u6765\u3092\u5275\u308b\u30c7\u30b8\u30bf\u30eb\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u4f01\u696d","twitter:image":"https:\/\/beeknowledge.co.jp\/wp-content\/uploads\/2025\/05\/07_19_25.png"},"aioseo_meta_data":{"post_id":"1167","title":null,"description":null,"keywords":null,"keyphrases":{"focus":{"keyphrase":"","score":0,"analysis":{"keyphraseInTitle":{"score":0,"maxScore":9,"error":1}}},"additional":[]},"primary_term":null,"canonical_url":null,"og_title":null,"og_description":null,"og_object_type":"default","og_image_type":"default","og_image_url":null,"og_image_width":null,"og_image_height":null,"og_image_custom_url":null,"og_image_custom_fields":null,"og_video":"","og_custom_url":null,"og_article_section":null,"og_article_tags":null,"twitter_use_og":false,"twitter_card":"default","twitter_image_type":"default","twitter_image_url":null,"twitter_image_custom_url":null,"twitter_image_custom_fields":null,"twitter_title":null,"twitter_description":null,"schema":{"blockGraphs":[],"customGraphs":[],"default":{"data":{"Article":[],"Course":[],"Dataset":[],"FAQPage":[],"Movie":[],"Person":[],"Product":[],"ProductReview":[],"Car":[],"Recipe":[],"Service":[],"SoftwareApplication":[],"WebPage":[]},"graphName":"Article","isEnabled":true},"graphs":[]},"schema_type":"default","schema_type_options":null,"pillar_content":false,"robots_default":true,"robots_noindex":false,"robots_noarchive":false,"robots_nosnippet":false,"robots_nofollow":false,"robots_noimageindex":false,"robots_noodp":false,"robots_notranslate":false,"robots_max_snippet":"-1","robots_max_videopreview":"-1","robots_max_imagepreview":"large","priority":null,"frequency":"default","location":null,"local_seo":null,"breadcrumb_settings":null,"limit_modified_date":false,"ai":null,"created":"2025-05-29 22:07:20","updated":"2025-06-03 20:28:16","seo_analyzer_scan_date":null},"aioseo_breadcrumb":"<div class=\"aioseo-breadcrumbs\"><span class=\"aioseo-breadcrumb\">\n\t\t\t<a href=\"https:\/\/beeknowledge.co.jp\" title=\"Home\">Home<\/a>\n\t\t<\/span><span class=\"aioseo-breadcrumb-separator\">»<\/span><span class=\"aioseo-breadcrumb\">\n\t\t\t<a href=\"https:\/\/beeknowledge.co.jp\/?cat=5\" title=\"AI\">AI<\/a>\n\t\t<\/span><span class=\"aioseo-breadcrumb-separator\">»<\/span><span class=\"aioseo-breadcrumb\">\n\t\t\tDIY\u30c9\u30ed\u30fc\u30f3\u306b\u30ca\u30ce\u30d5\u30a9\u30c8\u30cb\u30af\u30b9\u6280\u8853\u3092\u53d6\u308a\u5165\u308c\u308b\u65b9\u6cd5(\u8abf\u67fb\u4e2d)\n\t\t<\/span><\/div>","aioseo_breadcrumb_json":[{"label":"Home","link":"https:\/\/beeknowledge.co.jp"},{"label":"AI","link":"https:\/\/beeknowledge.co.jp\/?cat=5"},{"label":"DIY\u30c9\u30ed\u30fc\u30f3\u306b\u30ca\u30ce\u30d5\u30a9\u30c8\u30cb\u30af\u30b9\u6280\u8853\u3092\u53d6\u308a\u5165\u308c\u308b\u65b9\u6cd5(\u8abf\u67fb\u4e2d)","link":"https:\/\/beeknowledge.co.jp\/?p=1167"}],"veu_head_title_object":{"title":"","add_site_title":""},"jetpack_featured_media_url":"https:\/\/beeknowledge.co.jp\/wp-content\/uploads\/2025\/05\/07_19_25.png","jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/beeknowledge.co.jp\/index.php?rest_route=\/wp\/v2\/posts\/1167","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/beeknowledge.co.jp\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/beeknowledge.co.jp\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/beeknowledge.co.jp\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/beeknowledge.co.jp\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=1167"}],"version-history":[{"count":7,"href":"https:\/\/beeknowledge.co.jp\/index.php?rest_route=\/wp\/v2\/posts\/1167\/revisions"}],"predecessor-version":[{"id":1175,"href":"https:\/\/beeknowledge.co.jp\/index.php?rest_route=\/wp\/v2\/posts\/1167\/revisions\/1175"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/beeknowledge.co.jp\/index.php?rest_route=\/wp\/v2\/media\/1174"}],"wp:attachment":[{"href":"https:\/\/beeknowledge.co.jp\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=1167"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/beeknowledge.co.jp\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=1167"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/beeknowledge.co.jp\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=1167"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}