{"id":78617,"date":"2022-02-15T16:22:52","date_gmt":"2022-02-15T08:22:52","guid":{"rendered":"https:\/\/www.tm-robot.com\/docs\/example-of-external-image-processing-identify-classification\/"},"modified":"2023-11-01T13:35:48","modified_gmt":"2023-11-01T05:35:48","slug":"example-of-external-image-processing-identify-classification","status":"publish","type":"docs","link":"https:\/\/www.tm-robot.com.cn\/zh-hant\/docs\/example-of-external-image-processing-identify-classification\/","title":{"rendered":"\u5982\u4f55\u4f7f\u7528\u5916\u90e8\u88dd\u7f6e\u9032\u884c\u8996\u89ba\u5224\u65b7\u7684\u7bc4\u4f8b(TMvision : Identify &#038; Classification)"},"content":{"rendered":"<h1>\u76ee\u6a19<\/h1>\n<p>\u7576\u624b\u81c2\u9644\u5e36\u7684\u8996\u89ba\u8655\u7406\u80fd\u529b\u4e0d\u8db3\u4ee5\u61c9\u4ed8\u73fe\u5834\u9700\u6c42\u6642\uff0c\u53ef\u4ee5\u900f\u904e\u6b64\u65b9\u6cd5\u5c07\u624b\u81c2\u5f71\u50cf\u50b3\u5230\u5916\u90e8\u96fb\u8166\u8655\u7406\u3001\u518d\u5c07\u7d50\u679c\u56de\u50b3\u81f3\u624b\u81c2\u9032\u884c\u4e0b\u4e00\u6b65\u52d5\u4f5c\u3002<\/p>\n<p>\u4ee5\u4e0b\u5c07\u4ecb\u7d39\u6b64\u7bc4\u4f8b\u7684\u5be6\u4f5c\u65b9\u6cd5\u3002<\/p>\n<p>&nbsp;<\/p>\n<h1>\u4ec0\u9ebc\u662f\u5916\u90e8\u5f71\u50cf\u8655\u7406?<\/h1>\n<p>\u624b\u81c2\u9644\u5e36\u7684TMvision\u8996\u89ba\u529f\u80fd\u53ef\u4ee5\u9032\u884c\u5927\u90e8\u5206\u8996\u89ba\u8fa8\u8b58\u5de5\u4f5c\u3002\u4f46\u6709\u4e9b\u8f03\u8907\u96dc\u7684\u60c5\u666f\u3001\u4f7f\u7528\u8005\u53ef\u80fd\u9700\u8981\u4f7f\u7528<strong>\u5916\u90e8\u5f71\u50cf\u8655\u7406(External Vision Processing)<\/strong>\u4f86\u8f14\u52a9\u624b\u81c2\u5de5\u4f5c\u3002<\/p>\n<p><a href=\"https:\/\/www.tm-robot.com\/wp-content\/uploads\/2022\/02\/13-1024x407-1.png\"><img loading=\"lazy\" class=\"size-full wp-image-55598 aligncenter\" src=\"https:\/\/www.tm-robot.com\/wp-content\/uploads\/2022\/02\/13-1024x407-1.png\" alt=\"\" width=\"1024\" height=\"407\" srcset=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2022\/02\/13-1024x407-1.png 1024w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2022\/02\/13-1024x407-1-1000x397.png 1000w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2022\/02\/13-1024x407-1-300x119.png 300w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2022\/02\/13-1024x407-1-768x305.png 768w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/a><\/p>\n<h1>\u524d\u7f6e\u5de5\u4f5c<\/h1>\n<ul>\n<li>TM\u624b\u81c2 &#8211; TMflow 1.84\u4ee5\u5f8c\u7684\u7248\u672c\uff0c\u4e0d\u9700\u7279\u6b8alicense dongle<\/li>\n<li>\u5916\u90e8\u96fb\u8166 &#8211; Win10 64bit<\/li>\n<li>TMvision 1.84 \u624b\u518a &#8211; \u53ef\u4ee5\u5728\u4e0b\u8f09\u4e2d\u5fc3\u627e\u5230<\/li>\n<li>\u53ef\u53c3\u8003\u4e0a\u9762\u624b\u518a\u7684External Classification\/External Detection\u7ae0\u7bc0<\/li>\n<li><span style=\"color: #ff0000;\"><a style=\"color: #ff0000;\" href=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2022\/02\/tmvision1.84_tmhttp_server_sample_code-2.zip\">\u4e0b\u8f09 Sample : V2<\/a><\/span><\/li>\n<li>\u5c0d\u65bcPython, TMvision\u6709\u57fa\u672c\u8a8d\u77e5<\/li>\n<\/ul>\n<p>\u8a3b\uff1aSample\u88e1\u9762\u6709C++\u8207Python\u7684\u7bc4\u4f8b\u3002\u4ee5\u4e0b\u5c07\u4ee5Python\u9032\u884c\u89e3\u8aaa\u3002\u60a8\u53ef\u4ee5\u81ea\u5df1\u4fee\u6539\u4e26\u7528\u904b\u7bc4\u4f8b\u3002<\/p>\n<p>&nbsp;<\/p>\n<h1>\u57f7\u884cExternal Classification(\u5916\u90e8\u5206\u985e)\u7bc4\u4f8b<\/h1>\n<p><strong>\u6b65\u9a5f1. [PC\u4e0a] \u5b89\u88dd\u9069\u5408Python\u7684\u74b0\u5883<\/strong> &#8211; \u8acb\u5728Python Sample\u88e1\u7684<span style=\"color: #ff0000;\">README.md\u00a0<span style=\"color: #000000;\">\u627e\u5230\u8a73\u7d30\u8aaa\u660e<\/span><\/span><\/p>\n<p><strong>\u6b65\u9a5f2. \u8a2d\u5b9a\u5916\u90e8\u96fb\u8166IP\u70ba(192.168.132.100)\u3001\u624b\u81c2IP(192.168.132.44)<\/strong><\/p>\n<p><strong>\u6b65\u9a5f3. \u5728PC\u4e0a\u57f7\u884cHTTP server<\/strong><\/p>\n<p>\u5b8c\u6210\u4ee5\u4e0a\u6b65\u9a5f\uff0c\u4ee3\u8868HTTP server\u5df2\u7d93\u5728\u5916\u90e8\u96fb\u8166192.168.132.100:4585\u958b\u59cb\u904b\u4f5c<\/p>\n<p>HTTP server\u6703\u6301\u7e8c\u63a5\u6536\u624b\u81c2\u4f86\u7684\u7167\u7247<\/p>\n<p><a href=\"https:\/\/www.tm-robot.com\/wp-content\/uploads\/2022\/02\/13-1-2.png\"><img loading=\"lazy\" class=\"size-full wp-image-55537 aligncenter\" src=\"https:\/\/www.tm-robot.com\/wp-content\/uploads\/2022\/02\/13-1-2.png\" alt=\"\" width=\"713\" height=\"132\" srcset=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2022\/02\/13-1-2.png 713w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2022\/02\/13-1-2-300x56.png 300w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2022\/02\/13-1-2-600x111.png 600w\" sizes=\"(max-width: 713px) 100vw, 713px\" \/><\/a><\/p>\n<p>&nbsp;<\/p>\n<p><strong>\u6b65\u9a5f4. [\u624b\u81c2\u7aef] \u5728TMflow\u5c08\u6848\u5167\u5275\u9020Vision Job<\/strong><\/p>\n<p><strong>\u6b65\u9a5f5. \u5728Vision Job\u5167\u9078\u64c7\u00a0<\/strong><strong>External Classification<\/strong><\/p>\n<p><a href=\"https:\/\/www.tm-robot.com\/wp-content\/uploads\/2022\/02\/15.png\"><img loading=\"lazy\" class=\"wp-image-55545 size-large aligncenter\" src=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2022\/02\/15-1024x636.png\" alt=\"\" width=\"1024\" height=\"636\" srcset=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2022\/02\/15-1024x636.png 1024w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2022\/02\/15-1000x621.png 1000w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2022\/02\/15-300x186.png 300w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2022\/02\/15-768x477.png 768w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2022\/02\/15.png 1291w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/a><\/p>\n<p>&nbsp;<\/p>\n<p><strong>\u6b65\u9a5f6. \u8a2d\u5b9aHTTP server\u8def\u5f91<\/strong><\/p>\n<ul>\n<li>\u8f38\u5165\u5916\u90e8\u96fb\u8166IP\uff0c\u6e2c\u8a66\u9023\u7dda\u662f\u5426\u6210\u529f(\u6b65\u9a5f3)<\/li>\n<li>\u8f38\u5165\u00a0http:\/\/\u96fb\u8166IP\/<span style=\"color: #ff0000;\">api\/CLS<\/span> in #5, <span style=\"color: #ff0000;\">\u00a0\u6ce8\u610f[\/api\/CLS] \u5728Python sample\u88e1\u5b9a\u7fa9<\/span>\uff0c\u60a8\u53ef\u4fee\u6539\u6b64\u8def\u5f91<\/li>\n<li>Save\u5132\u5b58\u8a2d\u5b9a\u3001\u4e26\u96e2\u958bvision job\u9801\u9762<\/li>\n<\/ul>\n<p><a href=\"https:\/\/www.tm-robot.com\/wp-content\/uploads\/2022\/02\/16.png\"><img loading=\"lazy\" class=\"wp-image-55551 size-large aligncenter\" src=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2022\/02\/16-1024x794.png\" alt=\"\" width=\"1024\" height=\"794\" srcset=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2022\/02\/16-1024x794.png 1024w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2022\/02\/16-1000x776.png 1000w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2022\/02\/16-300x233.png 300w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2022\/02\/16-768x596.png 768w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2022\/02\/16.png 1030w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/a><\/p>\n<p>&nbsp;<\/p>\n<p><strong>\u6b65\u9a5f7. \u6aa2\u67e5\u7d50\u679cStep7.<\/strong><\/p>\n<p>\u5230\u6b64\u6b65\u9a5f\u5df2\u5b8c\u6210\u8a2d\u5b9a\u3002\u5728\u6b64\u756b\u9762\u4e0b\uff0c\u5916\u90e8\u96fb\u8166\u7684HTTP server\u6703\u6301\u7e8c\u53d6\u5f97\u624b\u81c2\u7684\u5373\u6642\u5f71\u50cf\u4e26\u56de\u50b3[NG][\u5206\u65780.99]\u5230\u624b\u81c2\u3002<\/p>\n<p>\u8a18\u5f97\u5132\u5b58\u4e26\u96e2\u958b\u6b64\u9801\u9762\u3002<\/p>\n<p><a href=\"https:\/\/www.tm-robot.com\/wp-content\/uploads\/2022\/02\/17.png\"><img loading=\"lazy\" class=\"wp-image-55557 size-large aligncenter\" src=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2022\/02\/17-1024x830.png\" alt=\"\" width=\"1024\" height=\"830\" srcset=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2022\/02\/17-1024x830.png 1024w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2022\/02\/17-1000x811.png 1000w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2022\/02\/17-300x243.png 300w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2022\/02\/17-768x623.png 768w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2022\/02\/17.png 1031w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/a><\/p>\n<p>&nbsp;<\/p>\n<p>\u8a2d\u5b9a\u5b8c\u4e4b\u5f8c\uff0c\u9810\u8a2d\u8b8a\u6578<span style=\"color: #ff0000;\"> TEST1_Ext_Classification_1_TM_ARRAY<\/span> \u6703\u81ea\u52d5\u52a0\u5165\u4ee5\u4f9b\u5f8c\u7e8c\u5229\u7528\u3002<\/p>\n<p><a href=\"https:\/\/www.tm-robot.com\/wp-content\/uploads\/2022\/02\/18.png\"><img loading=\"lazy\" class=\"size-full wp-image-55563 aligncenter\" src=\"https:\/\/www.tm-robot.com\/wp-content\/uploads\/2022\/02\/18.png\" alt=\"\" width=\"942\" height=\"877\" srcset=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2022\/02\/18.png 942w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2022\/02\/18-300x279.png 300w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2022\/02\/18-768x715.png 768w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2022\/02\/18-600x559.png 600w\" sizes=\"(max-width: 942px) 100vw, 942px\" \/><\/a><\/p>\n<p>&nbsp;<\/p>\n<h1>\u57f7\u884c\u5916\u90e8\u5075\u6e2c(Exteranl Detection)\u7bc4\u4f8b<\/h1>\n<p>\u5927\u90e8\u5206\u8207\u4e0a\u8ff0\u7684\u6b65\u9a5f1~\u6b65\u9a5f7\u76f8\u540c\uff0c\u5dee\u5225\u5728\u65bc\u6b65\u9a5f6.<\/p>\n<p><strong>\u6b65\u9a5f6. \u8a2d\u5b9aHTTP server<\/strong><\/p>\n<p>\u8f38\u5165http:\/\/IP\/<span style=\"color: #ff0000;\">api\/DET<\/span> ,\u00a0 <span style=\"color: #ff0000;\">\u5176\u4e2d[\/api\/DET]\uff0c<\/span><span style=\"color: #ff0000;\">\u6ce8\u610f[\/api\/CLS] \u5728Python sample\u88e1\u5b9a\u7fa9<\/span>\uff0c\u60a8\u53ef\u4fee\u6539\u6b64\u8def\u5f91<\/p>\n<p><a href=\"https:\/\/www.tm-robot.com\/wp-content\/uploads\/2022\/02\/19.png\"><img loading=\"lazy\" class=\"wp-image-55569 size-large aligncenter\" src=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2022\/02\/19-1024x828.png\" alt=\"\" width=\"1024\" height=\"828\" srcset=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2022\/02\/19-1024x828.png 1024w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2022\/02\/19-1000x808.png 1000w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2022\/02\/19-300x242.png 300w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2022\/02\/19-768x621.png 768w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2022\/02\/19.png 1043w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/a><\/p>\n<p>&nbsp;<\/p>\n<p><strong>\u6b65\u9a5f7. \u6aa2\u67e5\u7d50\u679c<\/strong><\/p>\n<p>\u5230\u6b64\u6b65\u9a5f\u5df2\u8a2d\u5b9a\u5b8c\u6210\uff0c\u5916\u90e8\u96fb\u8166\u4e0a\u7684HTTP server\u6703\u63a5\u6536\u624b\u81c2\u7684\u7167\u7247\u3001\u4e26\u9001\u51fa3\u500b\u5047\u7684\u7269\u4ef6\u7d50\u679c<\/p>\n<p><a href=\"https:\/\/www.tm-robot.com\/wp-content\/uploads\/2022\/02\/20.png\"><img loading=\"lazy\" class=\"size-full wp-image-55575 aligncenter\" src=\"https:\/\/www.tm-robot.com\/wp-content\/uploads\/2022\/02\/20.png\" alt=\"\" width=\"1024\" height=\"824\" srcset=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2022\/02\/20.png 1024w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2022\/02\/20-1000x805.png 1000w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2022\/02\/20-300x241.png 300w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2022\/02\/20-768x618.png 768w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u76ee\u6a19 \u7576\u624b\u81c2\u9644\u5e36\u7684\u8996\u89ba\u8655\u7406\u80fd\u529b\u4e0d\u8db3\u4ee5\u61c9\u4ed8\u73fe\u5834\u9700\u6c42\u6642\uff0c\u53ef\u4ee5\u900f\u904e\u6b64\u65b9\u6cd5\u5c07\u624b\u81c2\u5f71\u50cf\u50b3\u5230\u5916\u90e8\u96fb\u8166\u8655\u7406\u3001\u518d\u5c07\u7d50\u679c\u56de\u50b3\u81f3\u624b [&hellip;]<\/p>\n","protected":false},"author":2583,"featured_media":0,"parent":0,"comment_status":"closed","ping_status":"closed","template":"","meta":[],"doc_category":[4601],"doc_tag":[],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v16.9 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u5982\u4f55\u4f7f\u7528\u5916\u90e8\u88dd\u7f6e\u9032\u884c\u8996\u89ba\u5224\u65b7\u7684\u7bc4\u4f8b(TMvision : Identify &amp; Classification) | Techman Robot<\/title>\n<meta name=\"robots\" content=\"noindex, follow\" \/>\n<meta property=\"og:locale\" content=\"zh_TW\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u5982\u4f55\u4f7f\u7528\u5916\u90e8\u88dd\u7f6e\u9032\u884c\u8996\u89ba\u5224\u65b7\u7684\u7bc4\u4f8b(TMvision : Identify &amp; Classification) | Techman Robot\" \/>\n<meta property=\"og:description\" content=\"\u76ee\u6a19 \u7576\u624b\u81c2\u9644\u5e36\u7684\u8996\u89ba\u8655\u7406\u80fd\u529b\u4e0d\u8db3\u4ee5\u61c9\u4ed8\u73fe\u5834\u9700\u6c42\u6642\uff0c\u53ef\u4ee5\u900f\u904e\u6b64\u65b9\u6cd5\u5c07\u624b\u81c2\u5f71\u50cf\u50b3\u5230\u5916\u90e8\u96fb\u8166\u8655\u7406\u3001\u518d\u5c07\u7d50\u679c\u56de\u50b3\u81f3\u624b [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.tm-robot.com.cn\/zh-hant\/docs\/example-of-external-image-processing-identify-classification\/\" \/>\n<meta property=\"og:site_name\" content=\"Techman Robot\" \/>\n<meta property=\"article:modified_time\" content=\"2023-11-01T05:35:48+00:00\" \/>\n<meta property=\"og:image\" 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