{"id":85950,"date":"2024-01-20T10:51:27","date_gmt":"2024-01-20T02:51:27","guid":{"rendered":"https:\/\/solomon-3d.mesvr.tw\/?p=85950"},"modified":"2025-07-18T15:39:04","modified_gmt":"2025-07-18T07:39:04","slug":"%e4%b8%ba%e4%bb%80%e4%b9%88%e4%b8%80%e5%ae%9a%e8%a6%81%e8%ae%a9-aoi-%e7%bb%93%e5%90%88-ai%ef%bc%9f","status":"publish","type":"post","link":"https:\/\/solomon-3d.mesvr.tw\/zh\/blog\/%e4%b8%ba%e4%bb%80%e4%b9%88%e4%b8%80%e5%ae%9a%e8%a6%81%e8%ae%a9-aoi-%e7%bb%93%e5%90%88-ai%ef%bc%9f\/","title":{"rendered":"\u4e3a\u4ec0\u4e48\u4e00\u5b9a\u8981\u8ba9 AOI \u7ed3\u5408 AI ?"},"content":{"rendered":"
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\u4e3a\u4ec0\u4e48\u4e00\u5b9a\u8981\u8ba9 AOI \u7ed3\u5408 AI ?
\u6536\u5f55\u5404\u4ea7\u4e1a\u5e94\u7528\u6848\u4f8b<\/h1>\n<\/div>\n <\/div><\/div>\n\n\n\n
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1. \u5927\u5e45\u964d\u4f4e\u8fc7\u6740\u7387<\/strong><\/h2>\n\n\n\n
\u5bf9\u4e8e\u5e94\u7528 AOI \u68c0\u6d4b<\/a>\u6700\u591a\u7684 PCBA \u7455\u75b5\u68c0\u6d4b<\/a>\u4ea7\u4e1a\uff0c\u5f80\u5f80\u4f1a\u56e0\u4e3a\u4fdd\u8bc1\u4ea7\u54c1\u826f\u7387\u800c\u8c03\u9ad8 AOI \u53c2\u6570\uff0c\u8bbe\u5b9a\u6210\u76f8\u5f53\u4e25\u683c\uff0c\u6b64\u4e3e\u4f1a\u5bfc\u81f4 AOI \u76f8\u5f53\u654f\u611f\uff0c\u4fbf\u4f1a\u4ea7\u751f\u8fc7\u6740 \uff08Over Kill\uff09 \u7684\u73b0\u8c61\uff0c\u4f46\u662f\u900f\u8fc7 AI \u8f6f\u4ef6\uff0c\u53ef\u4ee5\u85c9\u7531\u7ecf\u9a8c\u6cd5\u5219\u6765\u5b66\u4e60\u5224\u65ad\uff0c\u53ef\u4ee5\u56e0\u5e94\u5916\u5728\u53d8\u5316\u800c\u8fbe\u6210\u81ea\u6211\u8c03\u6574\uff0c\u8fdb\u4e00\u6b65\u6709\u6548\u5224\u65ad\u672a\u66fe\u770b\u8fc7\u7684\u7455\u75b5\u96c6\u6210\u50cf\u3002<\/div>\n<\/div>\n<\/div>\n\n\n\n
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2. \u62e5\u6709\u5b66\u4e60\u80fd\u529b<\/strong><\/h2>\n\n\n\n
AI \u7684\u4f18\u52bf\u662f\u6a21\u4eff\u4eba\u7684\u89c6\u89c9\u53ca\u5927\u8111\uff0c\u7528\u5c11\u91cf\u6837\u672c\u5c31\u80fd\u5feb\u901f\u5efa\u51fa\u6a21\u578b\uff0c\u7528\u7b97\u6cd5\u6765\u68c0\u6d4b\u4ea7\u54c1\uff0cAI \u5c31\u597d\u6bd4\u4e00\u4f4d\u65b0\u8fdb\u7684\u5b66\u5f92\uff0c\u5728\u4e00\u5b9a\u7a0b\u5ea6\u4e0a\u80fd\u591f\u6a21\u4eff\u8001\u5e08\u5085\u7684\u68c0\u6d4b\u80fd\u529b\uff0c\u7ecf\u7531\u8fd0\u7528\u5927\u91cf\u6709\u6548\u6570\u636e\u5e76\u900f\u8fc7\u6df1\u5ea6\u5b66\u4e60\u6280\u672f<\/a>\u5728\u7cfb\u7edf\u6a21\u578b\u5feb\u901f\u8bad\u7ec3\uff0c\u81ea\u52a8\u627e\u51fa\u6700\u4f73 OK \u4e0e NG \u53c2\u6570\uff0c\u8fdb\u4e00\u6b65\u6709\u6548\u5224\u65ad\u672a\u77e5\u7455\u75b5\uff0c\u786e\u4fdd\u68c0\u9a8c\u6807\u51c6\u7684\u4e00\u81f4\u6027\uff0c\u5927\u5e45\u63d0\u5347\u8fa8\u8bc6\u51c6\u786e\u7387\u3002<\/div>\n<\/div>\n<\/div>\n <\/div><\/div>\n\n\n\n
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\u6240\u7f57\u95e8 AI \u4e03\u5927\u4f18\u52bf<\/strong><\/h2>\n\n\n\n
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\u4e00. \u4e13\u4e1a\u56e2\u961f\u652f\u6301<\/strong><\/h3>\n\n\n\n
\u6d77\u5185\u5916\u5f3a\u5927\u7684\u6280\u672f\u56e2\u961f\u652f\u6301\uff0c\u884c\u4e1a\u5185\u5916\u6709\u76ee\u5171\u7779\u7684\u4e13\u4e1a\u6280\u672f\u652f\u6301\u670d\u52a1\uff0c\u89e3\u51b3\u60a8\u8f6f\u4ef6\u4f7f\u7528\u4e0a\u7684\u95ee\u9898\u3002<\/div>\n<\/div>\n<\/div>\n\n\n\n
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\u4e8c. \u9886\u5148\u4e1a\u754c\u7684 AI \u6280\u672f<\/strong><\/h3>\n\n\n\n
\u5728\u540c\u4e00\u663e\u5361\u6807\u51c6\u4e0b\uff0cSolVision<\/a> \u900f\u8fc7\u8f6f\u4ef6\u529f\u80fd\u63d0\u5347\u68c0\u6d4b\u901f\u5ea6\uff0c\u51ed\u501f 10 ms \u9ad8\u901f\u8fa8\u8bc6\u51fa AOI \u96be\u4ee5\u8fa8\u8bc6\u5b57\u4f53\uff0c\u4f18\u4e8e\u5e02\u573a\u5e73\u5747 30 ms \u901f\u7387\u3002<\/div>\n<\/div>\n<\/div>\n\n\n\n
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\u4e09. \u514d\u7f16\u7a0b\u80fd\u529b<\/strong>\u4e5f OK<\/h3>\n\n\n\n
\u56fe\u5f62\u5316\u63a5\u53e3\u8f7b\u677e\u53c8\u76f4\u89c9\uff0c\u5982\u300c\u5c0f\u753b\u5bb6\u300d\u62d6\u66f3\u3001\u70b9\u9009\u6216\u4e0b\u62c9\u9009\u5355\u5373\u53ef\u3002 AI \u7455\u75b5\u68c0\u6d4b<\/a>\u4ea7\u54c1\u7e41\u591a\uff0c\u80fd\u5426\u5feb\u901f\u4e14\u4f4e\u6210\u672c\u5bfc\u5165\u81f3\u5173\u91cd\u8981\u3002<\/div>\n<\/div>\n<\/div>\n <\/div><\/div>\n\n\n\n
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\u56db. \u6574\u5408\u5bb9\u6613<\/strong><\/h3>\n\n\n\n
\u68c0\u6d4b\u7ed3\u679c\u53ca\u5bf9\u8c61\u4f4d\u7f6e\u4ea6\u80fd\u900f\u8fc7 TCP\/IP \u901a\u8baf\u754c\u9762\u8f93\u51fa\uff0c\u5b9e\u65f6\u4f20\u9012\u68c0\u6d4b\u7ed3\u679c\u81f3 PLC \u6216\u5404\u4e3b\u8981\u54c1\u724c\u624b\u81c2\u63a7\u5236\u5668\uff0c\u540c\u65f6\u66f4\u6574\u5408\u5982 LabView\u3001Visual Studio\u3001C#\u3001C++ \u7b49\u7b2c\u4e09\u65b9\u7a0b\u5f0f\u3002<\/div>\n<\/div>\n<\/div>\n\n\n\n
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\u4e94. \u8bad\u7ec3\u6837\u672c\u6570\u5c11<\/strong><\/h3>\n\n\n\n
\u4e0e\u4f20\u7edf AOI \u76f8\u6bd4\uff0c\u6240\u7f57\u95e8 AI \u89c6\u89c9\u8f6f\u4ef6\u51cf\u5c11\u4e86 90% \u6837\u672c\u6570\u5373\u53ef\u8fbe\u6210\u671f\u671b\u6548\u76ca\uff0c\u65e0\u9700\u8017\u8d39\u5927\u91cf\u4eba\u529b\u65f6\u95f4\u3002<\/div>\n<\/div>\n<\/div>\n\n\n\n
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\u516d. \u9ad8\u901f AI \u5e26\u6765\u9ad8\u6295\u62a5\u7387<\/strong><\/h3>\n\n\n\n
\u6700\u5feb 1 \u5206\u949f\u5373\u53ef\u5b8c\u6210 AI \u5b66\u4e60\uff0c\u4f4e\u6210\u672c\u4e0e\u7cfb\u7edf\u6216\u8bbe\u5907\u5feb\u901f\u94fe\u63a5\u3002 \u6240\u7f57\u95e8\u56e2\u961f\u8fd8\u63d0\u4f9b\u201c\u514d\u8d39\u201d\u6837\u54c1\u6d4b\u9a8c<\/a>\u670d\u52a1\u3002<\/div>\n<\/div>\n<\/div>\n <\/div><\/div>\n\n\n\n
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\"\"<\/div><\/div>\n<\/div>\n\n\n\n
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\u4e03. \u529f\u80fd\u5b8c\u5584<\/strong><\/h3>\n\n\n\n
\u6211\u4eec\u63d0\u4f9b\u76d1\u7763\u5f0f<\/strong>\u53ca\u975e\u76d1\u7763\u5f0f<\/strong>\u68c0\u6d4b\u5171\u56db\u5927\u68c0\u6d4b\u5de5\u5177\u3002<\/div>\n<\/div>\n <\/div><\/div>\n\n\n\n

\u76d1\u7763\u5f0f\u68c0\u6d4b (Supervised)<\/h2>\n\n\n\n
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\u7279\u5f81\u5b9a\u4f4d (Feature Detection)<\/strong>
\u4e3b\u8981\u7528\u4e8e\u65b9\u5f62\u7269\u4f53\u6216\u4e0e\u80cc\u666f\u76f8\u5173\u4e4b\u7279\u5f81\u6216\u7455\u75b5\u68c0\u6d4b\u3002<\/div>\n<\/div>\n\n\n\n
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\u7279\u5f81\u5206\u5272 (Instance Segmentation)<\/strong>
\u5916\u578b\u4e0d\u89c4\u5219\u6216\u590d\u6742\u80cc\u666f\u4e2d\u4e4b\u7279\u5f81\u6216\u7455\u75b5\u68c0\u6d4b\u53ef\u4ee5\u6b64\u529f\u80fd\u8fdb\u884c\u64b7\u53d6\u3002<\/div>\n<\/div>\n\n\n\n
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\u7279\u5f81\u5206\u7c7b (Classification)<\/strong>
\u7528\u4e8e\u7279\u5f81\u6216\u7455\u75b5\u6570\u91cf\u591a\u6216\u5f71\u50cf\u5360\u6bd4\u5927\u4e4b\u5e94\u7528\u3002<\/div>\n<\/div>\n <\/div><\/div>\n\n\n\n
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\u975e\u76d1\u7763\u5f0f\u68c0\u6d4b (Anomaly Detection)<\/h2>\n\n\n\n
\u8bad\u7ec3\u65f6\u4ec5\u987b\u63d0\u4f9b\u6b63\u786e\u6837\u672c\uff0c\u7cfb\u7edf\u4fbf\u4f1a\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u4ea7\u751f\u68c0\u6d4b\u6a21\u578b\uff0c\u5373\u53ef\u8fa8\u8bc6\u4e0e\u826f\u54c1\u95f4\u5dee\u5f02\u4e4b\u5904\u3002<\/div>\n<\/div>\n<\/div>\n <\/div><\/div>\n<\/div>\n<\/div>\n <\/div><\/div>","protected":false},"excerpt":{"rendered":"

\u5e94\u7528AOI\u68c0\u6d4b\u6700\u591a\u7684PCB\u884c\u4e1a\uff0c\u5f80\u5f80\u4f1a\u56e0\u4e3a\u4fdd\u8bc1\u4ea7\u54c1\u826f\u7387\u800c\u63d0\u9ad8AOI\u53c2\u6570\uff0c\u8bbe\u7f6e\u5f97\u975e\u5e38\u4e25\u683c\u3002\u8fd9\u6837\u505a\u4f1a\u5bfc\u81f4AOI\u975e\u5e38\u654f\u611f\uff0c\u4ece\u800c\u4ea7\u751f\u8fc7\u5ea6\u68c0\u6d4b\uff08Over Kill\uff09\u73b0\u8c61\u3002\u4f46\u662f\u901a\u8fc7AI\u8f6f\u4ef6\uff0c\u53ef\u4ee5\u501f\u9274\u7ecf\u9a8c\u6cd5\u5219\u6765\u5b66\u4e60\u5224\u65ad\uff0c\u9002\u5e94\u5916\u90e8\u53d8\u5316\uff0c\u5b9e\u73b0\u81ea\u6211\u8c03\u6574\uff0c\u8fdb\u800c\u6709\u6548\u5224\u65ad\u4ece\u672a\u89c1\u8fc7\u7684\u7455\u75b5\u3002<\/p>","protected":false},"author":14,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_gspb_post_css":"#gspb_row-id-gsbp-cd458c4c-1dab{justify-content:space-between;margin-top:0;margin-bottom:0;display:flex;flex-wrap:wrap;min-height:400px;background-size:cover;background-repeat:no-repeat}#gspb_row-id-gsbp-cd458c4c-1dab>.gspb_row__content{display:flex;justify-content:space-between;margin:0 auto;width:100%;flex-wrap:wrap}div[id^=gspb_col-id]{box-sizing:border-box;position:relative;padding:var(--gs-row-column-padding, 15px min(3vw, 20px))}body.gspb-bodyfront 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