{"id":122689,"date":"2025-01-17T11:43:50","date_gmt":"2025-01-17T03:43:50","guid":{"rendered":"https:\/\/www.tm-robot.com\/%e4%ba%8b%e4%be%8b%e5%85%b1%e6%9c%89-pcb-%e3%81%ae-fa-fvi-%e7%a0%b4%e6%90%8d%e9%83%a8%e5%93%81%e6%a4%9c%e5%87%ba\/"},"modified":"2025-02-14T10:17:22","modified_gmt":"2025-02-14T02:17:22","slug":"case-sharing-fa-fvi-damaged-part-detection-for-pcbs","status":"publish","type":"post","link":"https:\/\/www.tm-robot.com.cn\/ja\/case-sharing-fa-fvi-damaged-part-detection-for-pcbs\/","title":{"rendered":"\u4e8b\u4f8b\u5171\u6709: PCB \u306e FA FVI \u7834\u640d\u90e8\u54c1\u691c\u51fa"},"content":{"rendered":"<h2><strong>\u80cc\u666f\u3068\u9867\u5ba2\u306e\u30cb\u30fc\u30ba<\/strong><\/h2>\n<p>\u96fb\u5b50\u696d\u754c\u306e\u88fd\u9020\u30da\u30fc\u30b9\u901f\u3044\u4e16\u754c\u3067\u306f\u3001\u30d1\u30c3\u30b1\u30fc\u30b8\u30f3\u30b0\u524d\u306e\u88fd\u54c1\u306e\u54c1\u8cea\u3092\u78ba\u4fdd\u3059\u308b\u3053\u3068\u304c\u975e\u5e38\u306b\u91cd\u8981\u3067\u3059\u3002\u5927\u624b\u9867\u5ba2\u306f\u3001\u30d7\u30ea\u30f3\u30c8\u56de\u8def\u57fa\u677f (PCB) \u4e0a\u306e\u7834\u640d\u307e\u305f\u306f\u6b20\u843d\u3057\u305f\u90e8\u54c1\u3092\u9ad8\u7cbe\u5ea6\u304b\u3064\u52b9\u7387\u7684\u306b\u691c\u51fa\u3059\u308b\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u5fc5\u8981\u3068\u3057\u3066\u3044\u307e\u3059\u3002\u624b\u52d5\u306e\u691c\u67fb\u65b9\u6cd5\u3067\u306f\u751f\u7523\u30cb\u30fc\u30ba\u306b\u5bfe\u5fdc\u3059\u308b\u306e\u304c\u96e3\u3057\u304f\u3001\u5c0f\u3055\u306a\u6b20\u9665\u3092\u898b\u843d\u3068\u3059\u3053\u3068\u304c\u591a\u304b\u3063\u305f\u3067\u3059\u3002<\/p>\n<h2><strong>\u8ab2\u984c<\/strong><\/h2>\n<ol>\n<li><strong>\u5c0f\u3055\u306a\u7570\u5e38\u306e\u691c\u51fa: <\/strong>\u4eba\u9593\u306e\u691c\u67fb\u54e1\u306f\u3001PCB \u4e0a\u306e\u5c0f\u3055\u306a\u6b20\u9665\u3092\u4e00\u8cab\u3057\u3066\u7279\u5b9a\u3059\u308b\u3053\u3068\u304c\u56f0\u96e3\u3067\u3057\u305f\u3002<\/li>\n<li><strong>\u5927\u91cf\u751f\u7523: <\/strong>\u751f\u7523\u30b5\u30a4\u30af\u30eb\u6642\u9593\u306b\u5408\u308f\u305b\u3066\u3001\u8fc5\u901f\u3067\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u691c\u67fb\u304c\u5fc5\u8981\u3067\u3057\u305f<strong>\u3002<\/strong><\/li>\n<li><strong>\u52b4\u50cd\u96c6\u7d04\u578b\u30d7\u30ed\u30bb\u30b9: <\/strong>\u624b\u52d5\u691c\u67fb\u3078\u306e\u4f9d\u5b58\u306b\u3088\u308a\u3001\u30b3\u30b9\u30c8\u304c\u5897\u52a0\u3057\u3001\u4e0d\u4e00\u81f4\u304c\u751f\u3058\u307e\u3057\u305f\u3002<\/li>\n<\/ol>\n<h2><strong>\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3068\u4e3b\u8981\u30c6\u30af\u30ce\u30ed\u30b8\u30fc<\/strong><\/h2>\n<p>Techman Robot \u306e TM AI Cobot \u306f\u3001\u9ad8\u5ea6\u306a\u753b\u50cf\u51e6\u7406\u3068 AI \u5206\u985e\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u3092\u7d71\u5408\u3057\u305f\u5305\u62ec\u7684\u306a\u81ea\u52d5\u5316\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u63d0\u4f9b\u3057\u307e\u3057\u305f\u3002<\/p>\n<ol>\n<li>\n<h3><strong>\u30a4\u30e1\u30fc\u30b8\u30f3\u30b0\u3068\u691c\u51fa<\/strong><\/h3>\n<ul>\n<li>Eye-in-Hand (EIH) \u30ab\u30e1\u30e9\u306b\u3088\u308a\u6b63\u78ba\u306a\u4f4d\u7f6e\u6c7a\u3081\u304c\u53ef\u80fd\u306b\u306a\u308a\u3001\u5916\u90e8\u30ab\u30e1\u30e9\u306b\u3088\u308a\u591a\u70b9\u76ee\u8996\u691c\u67fb\u304c\u53ef\u80fd\u306b\u306a\u308a\u3001\u8907\u6570\u306e\u89d2\u5ea6\u304b\u3089\u753b\u50cf\u30ad\u30e3\u30d7\u30c1\u30e3\u3092\u5b9f\u884c\u3057\u3066\u3059\u3079\u3066\u306e\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u304c\u6b63\u78ba\u306b\u691c\u67fb\u3055\u308c\u308b\u3088\u3046\u306b\u3057\u307e\u3057\u305f\u3002<\/li>\n<li>\u753b\u50cf\u306f AI \u30e2\u30c7\u30eb\u3092\u4f7f\u7528\u3057\u3066\u5206\u6790\u3055\u308c\u3001\u90e8\u54c1\u304c\u5408\u683c (OK) \u307e\u305f\u306f\u4e0d\u5408\u683c (NG) \u306b\u5206\u985e\u3055\u308c\u307e\u3057\u305f\u3002<\/li>\n<\/ul>\n<\/li>\n<li>\n<h3><strong>AI \u30e2\u30c7\u30eb\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0<\/strong><\/h3>\n<ul>\n<li>\u5206\u985e AI \u3092\u6d3b\u7528\u3057\u3066\u300170 \u679a\u306e\u753b\u50cf (40 \u679a OK\u300130 \u679a NG) \u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u4f7f\u7528\u3057\u3066\u30b7\u30b9\u30c6\u30e0\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3057\u307e\u3057\u305f\u3002<\/li>\n<li>\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u6642\u9593\u306f\u308f\u305a\u304b 15 \u5206\u306b\u77ed\u7e2e\u3055\u308c\u3001\u751f\u7523\u8981\u4ef6\u306e\u5909\u66f4\u306b\u8fc5\u901f\u306b\u9069\u5fdc\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u3002<\/li>\n<\/ul>\n<\/li>\n<li>\n<h3><strong>\u81ea\u52d5\u5316\u3055\u308c\u305f\u30ef\u30fc\u30af\u30d5\u30ed\u30fc<\/strong><\/h3>\n<ul>\n<li><strong>OK \u88fd\u54c1:<\/strong> \u81ea\u52d5\u7684\u306b\u6b21\u306e\u30b9\u30c6\u30fc\u30b7\u30e7\u30f3\u306b\u9001\u3089\u308c\u307e\u3059\u3002<\/li>\n<li><strong>NG \u88fd\u54c1: <\/strong>\u8b58\u5225\u3055\u308c\u3001\u30b3\u30dc\u30c3\u30c8 \u30a2\u30fc\u30e0\u304c\u4e0d\u826f\u90e8\u54c1\u3092\u5c02\u7528\u306e\u30b5\u30a4\u30af\u30eb \u30a8\u30ea\u30a2\u306b\u53d6\u308a\u51fa\u3057\u3066\u6b21\u306e\u51e6\u7406\u3092\u884c\u3044\u307e\u3059\u3002<\/li>\n<li>\u7d50\u679c\u306f AOI \u30a8\u30c3\u30b8\u3067\u8a08\u7b97\u3055\u308c\u3001\u30ed\u30dc\u30c3\u30c8\u306b\u9001\u4fe1\u3055\u308c\u3001\u30ed\u30dc\u30c3\u30c8\u304c\u610f\u601d\u6c7a\u5b9a\u3092\u5b9f\u884c\u3057\u3066\u30b7\u30fc\u30e0\u30ec\u30b9\u306a\u751f\u7523\u30d5\u30ed\u30fc\u3092\u5b9f\u73fe\u3057\u307e\u3059\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<p><a href=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2025\/01\/202501_AI.png\"><img loading=\"lazy\" class=\"aligncenter wp-image-121675 size-full\" src=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2025\/01\/202501_AI.png\" alt=\"ssd-training-results\" width=\"1000\" height=\"625\" srcset=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2025\/01\/202501_AI.png 1000w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2025\/01\/202501_AI-300x188.png 300w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2025\/01\/202501_AI-768x480.png 768w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2025\/01\/202501_AI-360x225.png 360w\" sizes=\"(max-width: 1000px) 100vw, 1000px\" \/><\/a><\/p>\n<h2><strong>\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3 \u30b7\u30ca\u30ea\u30aa<\/strong><\/h2>\n<ul>\n<li>\u68b1\u5305\u524d\u306b\u6b20\u54c1\u3084\u7834\u640d\u3057\u305f\u90e8\u54c1\u3092\u691c\u51fa<\/li>\n<li>\u30d7\u30ed\u30bb\u30b9\u306e\u65e9\u3044\u6bb5\u968e\u3067\u5c0f\u3055\u306a\u7570\u5e38\u3092\u7279\u5b9a\u3059\u308b\u3053\u3068\u3067\u88fd\u54c1\u306e\u54c1\u8cea\u3092\u78ba\u4fdd<\/li>\n<\/ul>\n<h2><strong>\u30e1\u30ea\u30c3\u30c8<\/strong><\/h2>\n<ol>\n<li>\n<h3><strong>\u7cbe\u5ea6\u306e\u5411\u4e0a<\/strong><\/h3>\n<ul>\n<li>\u691c\u67fb\u7cbe\u5ea6\u7387 99.99% \u3092\u9054\u6210\u3002<\/li>\n<li>\u8aa4\u5831\u3068\u904e\u5270\u691c\u67fb\u7387\u304c 1% \u672a\u6e80\u306b\u4f4e\u4e0b\u3057\u3001\u4fe1\u983c\u6027\u3092\u78ba\u4fdd\u3002<\/li>\n<\/ul>\n<\/li>\n<li>\n<h3><strong>\u52b9\u7387\u306e\u5411\u4e0a<\/strong><\/h3>\n<ul>\n<li>\u81ea\u52d5\u5316\u306b\u3088\u308a\u691c\u67fb\u901f\u5ea6\u304c\u5411\u4e0a\u3057\u3001\u4eba\u54e1\u8981\u4ef6\u304c 50% \u524a\u6e1b\u3055\u308c\u307e\u3057\u305f\u3002<\/li>\n<li>\u9ad8\u901f\u691c\u67fb\u304c\u751f\u7523\u30b5\u30a4\u30af\u30eb \u30bf\u30a4\u30e0\u3068\u30b7\u30fc\u30e0\u30ec\u30b9\u306b\u9023\u643a\u3002<\/li>\n<\/ul>\n<\/li>\n<li>\n<h3><strong>\u30b3\u30b9\u30c8\u524a\u6e1b<\/strong><\/h3>\n<ul>\n<li>\u624b\u4f5c\u696d\u3078\u306e\u4f9d\u5b58\u5ea6\u304c\u4f4e\u3044\u305f\u3081\u3001\u904b\u7528\u30b3\u30b9\u30c8\u304c\u6700\u5c0f\u9650\u306b\u6291\u3048\u3089\u308c\u3001\u4e00\u8cab\u6027\u304c\u5411\u4e0a\u3057\u307e\u3057\u305f\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<h2><strong>\u7d50\u8ad6<\/strong><\/h2>\n<p>TM AI Cobot \u3092\u4f7f\u7528\u3057\u305f\u90e8\u54c1\u691c\u51fa\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u306f\u3001\u30b9\u30de\u30fc\u30c8 \u30aa\u30fc\u30c8\u30e1\u30fc\u30b7\u30e7\u30f3\u304c\u691c\u67fb\u30d7\u30ed\u30bb\u30b9\u3092\u3069\u306e\u3088\u3046\u306b\u5909\u9769\u3059\u308b\u304b\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002AI \u306b\u3088\u308b\u5206\u985e\u3068\u7cbe\u5bc6\u306a\u8996\u899a\u6280\u8853\u3092\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3001\u3053\u306e\u30b1\u30fc\u30b9\u306f\u3001\u30e1\u30fc\u30ab\u30fc\u304c\u73fe\u4ee3\u306e\u751f\u7523\u30e9\u30a4\u30f3\u3067\u6bd4\u985e\u306e\u306a\u3044\u52b9\u7387\u3001\u7cbe\u5ea6\u3001\u30b3\u30b9\u30c8\u524a\u6e1b\u3092\u5b9f\u73fe\u3059\u308b\u65b9\u6cd5\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u80cc\u666f\u3068\u9867\u5ba2\u306e\u30cb\u30fc\u30ba \u96fb\u5b50\u696d\u754c\u306e\u88fd\u9020\u30da\u30fc\u30b9\u901f\u3044\u4e16\u754c\u3067\u306f\u3001\u30d1\u30c3\u30b1\u30fc\u30b8\u30f3\u30b0\u524d\u306e\u88fd\u54c1\u306e\u54c1\u8cea\u3092\u78ba\u4fdd\u3059\u308b\u3053\u3068\u304c\u975e\u5e38\u306b\u91cd\u8981\u3067\u3059\u3002\u5927\u624b\u9867\u5ba2\u306f\u3001\u30d7\u30ea\u30f3\u30c8\u56de\u8def\u57fa\u677f (PCB) \u4e0a\u306e\u7834\u640d\u307e\u305f\u306f\u6b20\u843d\u3057\u305f\u90e8\u54c1\u3092\u9ad8\u7cbe\u5ea6\u304b\u3064\u52b9\u7387\u7684\u306b\u691c\u51fa\u3059\u308b\u30bd\u30ea\u30e5\u30fc\u30b7 [&hellip;]<\/p>\n","protected":false},"author":84,"featured_media":121669,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":[],"categories":[2940],"tags":[],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v16.9 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u4e8b\u4f8b\u5171\u6709: PCB \u306e FA FVI \u7834\u640d\u90e8\u54c1\u691c\u51fa | Techman Robot<\/title>\n<meta name=\"description\" content=\"\u5927\u624b\u9867\u5ba2\u306f\u3001\u30d7\u30ea\u30f3\u30c8\u56de\u8def\u57fa\u677f (PCB) \u4e0a\u306e\u7834\u640d\u307e\u305f\u306f\u6b20\u843d\u3057\u305f\u90e8\u54c1\u3092\u9ad8\u7cbe\u5ea6\u304b\u3064\u52b9\u7387\u7684\u306b\u691c\u51fa\u3059\u308b\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u5fc5\u8981\u3068\u3057\u3066\u3044\u307e\u3059\u3002\u624b\u52d5\u306e\u691c\u67fb\u65b9\u6cd5\u3067\u306f\u751f\u7523\u30cb\u30fc\u30ba\u306b\u5bfe\u5fdc\u3059\u308b\u306e\u304c\u96e3\u3057\u304f\u3001\u5c0f\u3055\u306a\u6b20\u9665\u3092\u898b\u843d\u3068\u3059\u3053\u3068\u304c\u591a\u304b\u3063\u305f\u3067\u3059\u3002\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.tm-robot.com.cn\/ja\/case-sharing-fa-fvi-damaged-part-detection-for-pcbs\/\" \/>\n<meta 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