{"id":121968,"date":"2024-11-25T14:49:04","date_gmt":"2024-11-25T06:49:04","guid":{"rendered":"https:\/\/www.tm-robot.com\/%e5%ae%9f%e4%be%8b%e5%85%b1%e6%9c%89-%e9%9b%bb%e5%ad%90%e6%a9%9f%e5%99%a8%e8%a3%bd%e9%80%a0%e5%90%91%e3%81%91-fatp-%e7%9b%ae%e8%a6%96%e6%a4%9c%e6%9f%bb%e3%82%bd%e3%83%aa%e3%83%a5%e3%83%bc%e3%82%b7\/"},"modified":"2025-01-23T16:02:13","modified_gmt":"2025-01-23T08:02:13","slug":"case-sharing-fatp-visual-inspection-solution-for-electronics-manufacturing","status":"publish","type":"post","link":"https:\/\/www2.tm-robot.com\/ja\/case-sharing-fatp-visual-inspection-solution-for-electronics-manufacturing\/","title":{"rendered":"\u5b9f\u4f8b\u5171\u6709: \u96fb\u5b50\u6a5f\u5668\u88fd\u9020\u5411\u3051 FATP \u76ee\u8996\u691c\u67fb\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3"},"content":{"rendered":"<h2>\u80cc\u666f\u3068\u9867\u5ba2\u306e\u30cb\u30fc\u30ba<\/h2>\n<p>\u3053\u306e\u4e8b\u4f8b\u306e\u9867\u5ba2\u306f\u3001\u5927\u624b\u96fb\u5b50\u6a5f\u5668\u88fd\u9020\u30b5\u30fc\u30d3\u30b9 (EMS) \u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u3067\u3059\u3002\u4e3b\u306a\u8981\u4ef6\u306f\u3001AI \u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u6e08\u307f\u30e2\u30c7\u30eb\u3092\u6d3b\u7528\u3057\u3066\u3001\u9ad8\u7cbe\u5ea6\u306e\u81ea\u52d5\u88fd\u54c1\u5916\u89b3\u76ee\u8996\u691c\u67fb\u3092\u5b9f\u884c\u3057\u3001\u88fd\u54c1\u306e\u54c1\u8cea\u3092\u78ba\u4fdd\u3059\u308b\u3053\u3068\u3067\u3059\u3002\u4e3b\u306a\u691c\u67fb\u9805\u76ee\u306f\u6b21\u306e\u3068\u304a\u308a\u3067\u3059\u3002<\/p>\n<ol>\n<li><strong>\u30cd\u30b8<\/strong>: \u30cd\u30b8\u306e\u5b58\u5728\u3068\u6b63\u3057\u3044\u7de0\u3081\u4ed8\u3051\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/li>\n<li><strong>\u9ad8\u96fb\u5727\u8b66\u544a\u30e9\u30d9\u30eb<\/strong>: \u6b63\u3057\u3044\u914d\u7f6e\u3068\u5411\u304d\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/li>\n<li><strong>\u88fd\u54c1\u8868\u672d\u30e9\u30d9\u30eb<\/strong>: \u4f4d\u7f6e\u3068\u4f4d\u7f6e\u5408\u308f\u305b\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/li>\n<li><strong>\u30d9\u30f3\u30c8 \u30d0\u30eb\u30d6<\/strong>: \u9069\u5207\u306a\u53d6\u308a\u4ed8\u3051\u3068\u3001\u4e0d\u8db3\u3057\u3066\u3044\u308b\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u304c\u306a\u3044\u3053\u3068\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/li>\n<li><strong>\u30b7\u30ea\u30a2\u30eb\u756a\u53f7 (SN) \u3068 QR \u30b3\u30fc\u30c9\u306e\u6bd4\u8f03<\/strong>: \u30b7\u30ea\u30a2\u30eb\u756a\u53f7\u3068\u88fd\u54c1\u30ab\u30d0\u30fc\u306b\u523b\u5370\u3055\u308c\u305f QR \u30b3\u30fc\u30c9\u306e\u6574\u5408\u6027\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/li>\n<\/ol>\n<p><a href=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2024\/11\/AI-\u8a13\u7df4\u5716\u5be6\u969b\u8fa8\u8b58\u5716\u7247_0.png\"><img loading=\"lazy\" class=\"aligncenter wp-image-119564 size-full\" src=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2024\/11\/AI-\u8a13\u7df4\u5716\u5be6\u969b\u8fa8\u8b58\u5716\u7247_0.png\" alt=\"\" width=\"800\" height=\"414\" srcset=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2024\/11\/AI-\u8a13\u7df4\u5716\u5be6\u969b\u8fa8\u8b58\u5716\u7247_0.png 800w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2024\/11\/AI-\u8a13\u7df4\u5716\u5be6\u969b\u8fa8\u8b58\u5716\u7247_0-300x155.png 300w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2024\/11\/AI-\u8a13\u7df4\u5716\u5be6\u969b\u8fa8\u8b58\u5716\u7247_0-768x397.png 768w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2024\/11\/AI-\u8a13\u7df4\u5716\u5be6\u969b\u8fa8\u8b58\u5716\u7247_0-360x186.png 360w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/><\/a><\/p>\n<p>\u4e00\u822c\u7684\u306a\u6b20\u9665\u306b\u306f\u3001\u6b21\u306e\u3082\u306e\u304c\u3042\u308a\u307e\u3059:<\/p>\n<ul>\n<li>\u30e9\u30d9\u30eb\u306e\u914d\u7f6e\u30df\u30b9\u307e\u305f\u306f\u5411\u304d\u306e\u9593\u9055\u3044<\/li>\n<li>\u30cd\u30b8\u306e\u7d1b\u5931<\/li>\n<li>\u30d9\u30f3\u30c8\u30d0\u30eb\u30d6\u30d7\u30e9\u30b0\u306e\u7d1b\u5931<\/li>\n<li>\u30b7\u30ea\u30a2\u30eb\u756a\u53f7\u3068 QR \u30b3\u30fc\u30c9\u306e\u4e0d\u4e00\u81f4<\/li>\n<\/ul>\n<p>\u3053\u308c\u3089\u306e\u6b20\u9665\u3092\u8fc5\u901f\u306b\u7279\u5b9a\u3067\u304d\u306a\u3044\u3068\u3001\u88fd\u54c1\u306e\u54c1\u8cea\u304c\u4f4e\u4e0b\u3057\u3001\u6c17\u5bc6\u6027\u306b\u5f71\u97ff\u3092\u53ca\u307c\u3057\u3001\u6df1\u523b\u306a\u5834\u5408\u306b\u306f\u4f7f\u7528\u4e2d\u306b\u5b89\u5168\u4e0a\u306e\u554f\u984c\u3092\u5f15\u304d\u8d77\u3053\u3059\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<h2>\u8ab2\u984c<\/h2>\n<ol>\n<li><strong>\u8907\u96d1\u306a\u691c\u67fb\u30dd\u30a4\u30f3\u30c8<\/strong>: \u8907\u6570\u306e\u691c\u67fb\u9818\u57df\u304c\u88fd\u54c1\u306e\u3055\u307e\u3056\u307e\u306a\u5074\u9762\u306b\u5206\u6563\u3057\u3066\u3044\u307e\u3059\u3002\u5f93\u6765\u306e 2D \u7523\u696d\u7528\u30ab\u30e1\u30e9\u3067\u306f\u3001\u591a\u89d2\u5ea6\u3001\u591a\u7126\u70b9\u306e\u753b\u50cf\u3092\u52b9\u7387\u7684\u306b\u30ad\u30e3\u30d7\u30c1\u30e3\u3067\u304d\u307e\u305b\u3093\u3002<\/li>\n<li><strong>\u591a\u6570\u306e\u691c\u67fb\u9805\u76ee<\/strong>: \u6700\u5927 28 \u500b\u306e\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u3092\u691c\u67fb\u3059\u308b\u305f\u3081\u3001\u8fc5\u901f\u304b\u3064\u6b63\u78ba\u306a\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u304c\u7dca\u6025\u306b\u5fc5\u8981\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/li>\n<li><strong>\u52b4\u50cd\u529b\u306e\u5236\u7d04<\/strong>: \u624b\u52d5\u691c\u67fb\u306f\u6642\u9593\u304c\u304b\u304b\u308a\u3001\u52b4\u50cd\u96c6\u7d04\u7684\u3067\u3001\u4e3b\u89b3\u7684\u306a\u30a8\u30e9\u30fc\u304c\u767a\u751f\u3057\u3084\u3059\u3044\u3067\u3059\u3002<\/li>\n<\/ol>\n<h2>\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3068\u4e3b\u8981\u306a\u30c6\u30af\u30ce\u30ed\u30b8\u30fc<\/h2>\n<p>\u4e0a\u8a18\u306e\u8ab2\u984c\u3092\u89e3\u6c7a\u3059\u308b\u305f\u3081\u306b\u3001TM AI Cobot \u306f\u8996\u899a\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u3092\u7d71\u5408\u3057\u3066\u691c\u67fb\u30d7\u30ed\u30bb\u30b9\u3092\u81ea\u52d5\u5316\u3057\u307e\u3059\u3002\u5177\u4f53\u7684\u306a\u6280\u8853\u7684\u65b9\u6cd5\u306f\u6b21\u306e\u3068\u304a\u308a\u3067\u3059\u3002<\/p>\n<h3>\u30a4\u30e1\u30fc\u30b8\u30f3\u30b0\u6280\u8853<\/h3>\n<p>TM5-900 \u30ed\u30dc\u30c3\u30c8\u30a2\u30fc\u30e0\u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u9867\u5ba2\u306e\u8981\u4ef6\u3092\u6e80\u305f\u3059\u305f\u3081\u306b\u591a\u89d2\u5ea6\u306e\u753b\u50cf\u30ad\u30e3\u30d7\u30c1\u30e3\u3092\u5b9f\u73fe\u3067\u304d\u307e\u3059\u3002\u30a2\u30fc\u30e0\u306b\u306f\u3001\u6b63\u78ba\u306a\u4f4d\u7f6e\u6c7a\u3081\u3092\u63d0\u4f9b\u3057\u3001TMflow \u3092\u4ecb\u3057\u3066\u9bae\u660e\u306a\u691c\u67fb\u753b\u50cf\u3092\u30ad\u30e3\u30d7\u30c1\u30e3\u3059\u308b\u30aa\u30fc\u30c8\u30d5\u30a9\u30fc\u30ab\u30b9 2D \u30ab\u30e1\u30e9 (EIH: \u30ab\u30e9\u30fc\u3001\u30aa\u30fc\u30c8\u30d5\u30a9\u30fc\u30ab\u30b9\u3092\u30b5\u30dd\u30fc\u30c8) \u304c\u88c5\u5099\u3055\u308c\u3066\u3044\u307e\u3059\u3002TM5 EIH \u3067\u64ae\u5f71\u3055\u308c\u305f\u753b\u50cf\u306f\u3001\u5206\u6790\u306e\u305f\u3081\u306b AI AOI \u30a8\u30c3\u30b8\u306b\u4fdd\u5b58\u3055\u308c\u307e\u3059\u3002<\/p>\n<h3>AI \u3092\u5229\u7528\u3057\u305f\u691c\u67fb<\/h3>\n<p>TM AI+ \u30c8\u30ec\u30fc\u30ca\u30fc\u3092\u4f7f\u7528\u3059\u308b\u3068\u3001400 \u679a\u306e\u753b\u50cf\u3092 10 \u500d\u306b\u5f37\u5316\u3057\u300135 \u5206\u4ee5\u5185\u306b 50 \u56de\u306e\u53cd\u5fa9\u3067\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3067\u304d\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u751f\u7523\u30e9\u30a4\u30f3\u306e\u8aa4\u5224\u65ad\u3084\u7570\u5e38\u306b\u5bfe\u51e6\u3059\u308b\u305f\u3081\u306b\u30e2\u30c7\u30eb\u3092\u8fc5\u901f\u306b\u518d\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>Intel I7 12700 CPU \u3068 Nvidia RTX3060 GPU \u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u30b7\u30b9\u30c6\u30e0\u306f 30 \u79d2\u4ee5\u5185\u306b 28 \u500b\u306e\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u4f4d\u7f6e\u306e AI \u691c\u67fb\u3092\u5b8c\u4e86\u3057\u3001\u751f\u7523\u30b5\u30a4\u30af\u30eb\u6642\u9593 (CT) \u306e\u8981\u4ef6\u3092\u6e80\u305f\u3059\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u81ea\u52d5\u5316\u306e\u52b9\u7387\u304c\u5927\u5e45\u306b\u5411\u4e0a\u3057\u3001\u4eba\u4ef6\u8cbb\u304c\u524a\u6e1b\u3055\u308c\u307e\u3059\u3002<\/p>\n<h3><strong>\u691c\u67fb\u30ef\u30fc\u30af\u30d5\u30ed\u30fc<\/strong><\/h3>\n<ul>\n<li><strong>\u5408\u683c (OK)<\/strong>: \u691c\u67fb\u7d50\u679c\u304c\u751f\u7523\u30b7\u30b9\u30c6\u30e0\u306b\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3055\u308c\u3001\u88fd\u54c1\u306f\u6b21\u306e\u30b9\u30c6\u30fc\u30b7\u30e7\u30f3\u306b\u9032\u307f\u307e\u3059\u3002<\/li>\n<li><strong>\u4e0d\u5408\u683c (NG)<\/strong>: \u7d50\u679c\u306f\u3059\u3050\u306b\u30d5\u30e9\u30b0\u304c\u4ed8\u3051\u3089\u308c\u3001\u30aa\u30da\u30ec\u30fc\u30bf\u30fc\u306f\u4e0d\u826f\u54c1\u306b\u5bfe\u51e6\u3059\u308b\u3088\u3046\u4fc3\u3055\u308c\u307e\u3059\u3002<\/li>\n<li style=\"list-style-type: none;\"><\/li>\n<\/ul>\n<p><a href=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2024\/11\/AI-\u8a13\u7df4\u5716AI-\u8fa8\u8b58\u5716_0.png\"><img loading=\"lazy\" class=\"size-full wp-image-119558 aligncenter\" src=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2024\/11\/AI-\u8a13\u7df4\u5716AI-\u8fa8\u8b58\u5716_0.png\" alt=\"\" width=\"800\" height=\"450\" srcset=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2024\/11\/AI-\u8a13\u7df4\u5716AI-\u8fa8\u8b58\u5716_0.png 800w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2024\/11\/AI-\u8a13\u7df4\u5716AI-\u8fa8\u8b58\u5716_0-300x169.png 300w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2024\/11\/AI-\u8a13\u7df4\u5716AI-\u8fa8\u8b58\u5716_0-768x432.png 768w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2024\/11\/AI-\u8a13\u7df4\u5716AI-\u8fa8\u8b58\u5716_0-360x203.png 360w\" sizes=\"(max-width: 800px) 100vw, 800px\" 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\u672a\u6e80\u3067\u3059\u3002<\/li>\n<li><strong>\u52b9\u7387<\/strong>: \u5927\u91cf\u751f\u7523\u3001\u9ad8\u30b5\u30a4\u30af\u30eb \u30bf\u30a4\u30e0\u306e\u751f\u7523\u30e9\u30a4\u30f3\u306e\u8981\u6c42\u3092\u6e80\u305f\u3057\u307e\u3059\u3002<\/li>\n<li style=\"list-style-type: none;\"><\/li>\n<\/ol>\n<h2>\u7d50\u8ad6<\/h2>\n<p>\u9769\u65b0\u7684\u306a\u30d3\u30b8\u30e7\u30f3 \u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u3068 AI \u30d9\u30fc\u30b9\u306e\u610f\u601d\u6c7a\u5b9a\u6a5f\u80fd\u3092\u5099\u3048\u305f TM AI Cobot \u306f\u3001\u975e\u5e38\u306b\u52b9\u7387\u7684\u3067\u4fe1\u983c\u6027\u306e\u9ad8\u3044\u81ea\u52d5\u76ee\u8996\u691c\u67fb\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u304a\u5ba2\u69d8\u306b\u63d0\u4f9b\u3057\u307e\u3059\u3002\u691c\u67fb\u7cbe\u5ea6\u306f 99% \u3092\u8d85\u3048\u3001\u8aa4\u691c\u51fa\u7387\u306f 1% 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