{"id":85832,"date":"2023-02-22T08:47:51","date_gmt":"2023-02-22T00:47:51","guid":{"rendered":"https:\/\/www.tm-robot.com\/?post_type=docs&#038;p=85832"},"modified":"2023-07-11T09:27:27","modified_gmt":"2023-07-11T01:27:27","slug":"%e5%a6%82%e4%bd%95%e4%bd%bf%e7%94%a8ai-classification%e5%8a%9f%e8%83%bd-%e4%bb%a5%e9%9b%bb%e6%8e%a7%e7%ae%b1%e6%aa%a2%e6%b8%ac%e7%82%ba%e4%be%8b","status":"publish","type":"docs","link":"https:\/\/www2.tm-robot.com\/zh-hant\/docs\/%e5%a6%82%e4%bd%95%e4%bd%bf%e7%94%a8ai-classification%e5%8a%9f%e8%83%bd-%e4%bb%a5%e9%9b%bb%e6%8e%a7%e7%ae%b1%e6%aa%a2%e6%b8%ac%e7%82%ba%e4%be%8b\/","title":{"rendered":"TM AI+ Classification\u61c9\u7528\u7bc4\u4f8b \u2013 \u96fb\u63a7\u7bb1\u6aa2\u6e2c"},"content":{"rendered":"<p>\u6b64\u6587\u7ae0\u4e4b\u7bc4\u4f8b\u9069\u7528\u65bc\u4e0b\u5217\u689d\u4ef6:<\/p>\n<p>\u786c\u9ad4\u9700\u6c42 :<\/p>\n<ul>\n<li>Advantech AIR 300 Training server<\/li>\n<li>TM Robot (HW 3.0 and above version)<\/li>\n<li>\u96fb\u63a7\u7bb1<\/li>\n<li>\u504f\u5149\u7247<\/li>\n<li>\u9069\u7576\u7684\u5de5\u4f5c\u74b0\u5883<\/li>\n<li>\u6821\u6b63\u677f<\/li>\n<\/ul>\n<p>\u8edf\u9ad4\u9700\u6c42 :<\/p>\n<ul>\n<li>Dongle with TM AI license<\/li>\n<\/ul>\n<p>\u7248\u672c\u8981\u6c42:<\/p>\n<ul>\n<li>TMflow \u8edf\u9ad4\u7248\u672c\uff1a 1.88.2200(\u82e5\u662f\u4f7f\u7528\u4ee5\u4e0a\u4e4b\u7248\u672c\uff0c\u9700\u5c0d\u61c9\u76f8\u95dc\u7248\u672c\u7684TM AI+ Training Server )<\/li>\n<li>TM AI+ Training Server 2.12.2200(\u82e5\u662f\u4f7f\u7528\u4ee5\u4e0a\u7248\u672c\uff0c\u9700\u5c0d\u61c9\u76f8\u95dc\u7684TMflow \u8edf\u9ad4\u7248\u672c)<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<hr \/>\n<h2><b>\u96fb\u63a7\u7bb1\u6aa2\u6e2c<\/b><b>\u4efb\u52d9\u8aaa\u660e<\/b><\/h2>\n<h3><strong>\u6aa2\u6e2c\u6d41\u7a0b :<\/strong><\/h3>\n<p>\u4ee5\u96fb\u63a7\u7bb1\u986f\u793a\u9762\u677f\u9032\u884cPattern matching\u5b9a\u4f4d\uff0c\u4e26\u5c07\u624b\u81c2\u79fb\u81f3\u6aa2\u6e2c\u5340\u57df\uff0c\u4f9d\u5e8f\u6aa2\u6e2c\u4e0b\u5217\u9805\u76ee<\/p>\n<p>1.\u96fb\u6e90\u7dda\u4e0a\u662f\u5426\u88dd\u7f6e\u6ffe\u6ce2\u78c1\u74b0<\/p>\n<p>2.\u7dda\u982d\u662f\u5426\u78ba\u5be6\u63d2\u9032\u63d2\u69fd<\/p>\n<p>3.\u87ba\u7d72\u5b54\u662f\u5426\u6709\u87ba\u7d72<\/p>\n<p>4.\u6392\u7dda\u65b9\u5f0f\u662f\u5426\u6b63\u78ba<\/p>\n<hr \/>\n<h2><b>\u62cd\u651d\u756b\u9762\u8abf\u6574<\/b><\/h2>\n<h3><b>\u653e\u7f6e\u96fb\u63a7\u7bb1\u65bc\u5de5\u4f5c\u5e73\u9762\u4e2d<\/b><\/h3>\n<p>\u78ba\u5b9a\u5de5\u4f5c\u74b0\u5883\u70ba\u56fa\u5b9a\u7684\uff0c\u5c07\u96fb\u63a7\u7bb1\u7f6e\u65bc\u5de5\u4f5c\u5e73\u9762\u4e0a\uff0c\u8abf\u6574\u62cd\u651d\u89d2\u5ea6\uff0c\u4e26\u5c07\u5149\u6e90\u6253\u958b\uff0c\u53ef\u63db\u4e0a\u504f\u5149\u7247\uff0c\u907f\u514d\u53cd\u5149\u5c0e\u81f4\u5716\u50cf\u4e0d\u6e05\u695a<\/p>\n<p><a href=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/\u96fb\u63a7\u7bb1.png\"><img loading=\"lazy\" class=\"size-full wp-image-85532 aligncenter\" src=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/\u96fb\u63a7\u7bb1.png\" alt=\"\" width=\"664\" height=\"495\" srcset=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/\u96fb\u63a7\u7bb1.png 664w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/\u96fb\u63a7\u7bb1-300x224.png 300w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/\u96fb\u63a7\u7bb1-360x268.png 360w\" sizes=\"(max-width: 664px) 100vw, 664px\" \/><\/a><\/p>\n<hr \/>\n<h3><strong>\u79fb\u52d5\u624b\u81c2\u9078\u53d6\u62cd\u651d\u7bc4\u570d<\/strong><\/h3>\n<p>\u5c07\u624b\u81c2\u79fb\u81f3\u6b32\u62cd\u651d\u4f4d\u7f6e\uff0c\u4f7f\u7528\u63a7\u5236\u5668\u63a7\u5236\u624b\u81c2\u79fb\u52d5\uff0c\u4e26\u900f\u904eVision\u89c0\u5bdf\u6b32\u6aa2\u6e2c\u7269\u662f\u5426\u5728\u53ef\u8996\u7bc4\u570d\u5167<\/p>\n<p><a href=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/\u89c0\u5bdf\u62cd\u651d\u7bc4\u570d.png\"><img loading=\"lazy\" class=\"size-full wp-image-85538 aligncenter\" src=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/\u89c0\u5bdf\u62cd\u651d\u7bc4\u570d.png\" alt=\"\" width=\"1267\" height=\"583\" srcset=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/\u89c0\u5bdf\u62cd\u651d\u7bc4\u570d.png 1267w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/\u89c0\u5bdf\u62cd\u651d\u7bc4\u570d-300x138.png 300w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/\u89c0\u5bdf\u62cd\u651d\u7bc4\u570d-1024x471.png 1024w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/\u89c0\u5bdf\u62cd\u651d\u7bc4\u570d-768x353.png 768w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/\u89c0\u5bdf\u62cd\u651d\u7bc4\u570d-360x166.png 360w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/\u89c0\u5bdf\u62cd\u651d\u7bc4\u570d-1000x460.png 1000w\" sizes=\"(max-width: 1267px) 100vw, 1267px\" \/><\/a><\/p>\n<hr \/>\n<h3><b>\u62cd\u651d<\/b><b>\u756b\u9762\u53ca\u53c3\u6578\u8abf\u6574<\/b><\/h3>\n<p>\u78ba\u5b9a\u8981\u6aa2\u6e2c\u7684\u8996\u91ce\u7bc4\u570d\uff0c\u653e\u7f6e\u4e00\u584a\u6821\u6b63\u7248\uff0c\u958b\u555f\u5149\u6e90(\u5efa\u8b70\u4f7f\u7528\u504f\u5149\u7247\uff0c\u907f\u514d\u53cd\u5149\u5c0e\u81f3\u62cd\u651d\u4e0d\u6e05\u695a)\uff0c\u8abf\u6574\u76f8\u6a5f\u53c3\u6578<\/p>\n<p><a href=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/\u6821\u6b63\u7248\u8abf\u6574\u53c3\u6578.png\"><img loading=\"lazy\" class=\"size-full wp-image-85544 aligncenter\" src=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/\u6821\u6b63\u7248\u8abf\u6574\u53c3\u6578.png\" alt=\"\" width=\"1263\" height=\"590\" srcset=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/\u6821\u6b63\u7248\u8abf\u6574\u53c3\u6578.png 1263w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/\u6821\u6b63\u7248\u8abf\u6574\u53c3\u6578-300x140.png 300w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/\u6821\u6b63\u7248\u8abf\u6574\u53c3\u6578-1024x478.png 1024w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/\u6821\u6b63\u7248\u8abf\u6574\u53c3\u6578-768x359.png 768w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/\u6821\u6b63\u7248\u8abf\u6574\u53c3\u6578-360x168.png 360w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/\u6821\u6b63\u7248\u8abf\u6574\u53c3\u6578-1000x467.png 1000w\" sizes=\"(max-width: 1263px) 100vw, 1263px\" \/><\/a><\/p>\n<hr \/>\n<h2><strong>\u5982\u4f55\u9078\u53d6ROI\u8207\u6536\u5716<\/strong><\/h2>\n<h3><strong>\u6536\u5716\u8aaa\u660e<\/strong><\/h3>\n<p>\u9032\u884cAI Classification\u6642\uff0c\u4e26\u975e\u5c07\u6574\u500b\u756b\u9762\u5747\u6536\u5716\uff0c\u5fc5\u9808\u91dd\u5c0d\u6b32\u5075\u6e2c\u7bc4\u570d\u5167\u7684\u7279\u5fb5\u9032\u884c\u9078\u53d6\uff0c\u4ee5\u4e0b\u5206\u5225\u793a\u7bc4\u4e0b\u5217\u6aa2\u6e2c\u5167\u5bb9\u5982\u4f55\u9078\u53d6ROI\u53ca\u9078\u64c7\u61c9\u6536\u53d6\u7684\u5716\u7247<\/p>\n<ul>\n<li>\u662f\u5426\u6709\u88dd\u8a2d\u96fb\u78c1\u74b0\n<ul>\n<li>\u6709\u88dd\u8a2d\u96fb\u78c1\u74b0\u70baOK<\/li>\n<li>\u7121\u88dd\u8a2d\u96fb\u78c1\u74b0\u70baNG<\/li>\n<\/ul>\n<\/li>\n<li>\u63d2\u4ef6\u662f\u5426\u78ba\u5be6\u63d2\u5165\n<ul>\n<li>\u6709\u78ba\u5be6\u63d2\u5165\u70baOK<\/li>\n<li>\u7121\u78ba\u5be6\u63d2\u5165\u6216\u662f\u672a\u63d2\u5165\u70baNG<\/li>\n<\/ul>\n<\/li>\n<li>\u87ba\u7d72\u5b54\u662f\u5426\u6709\u9396\u9644\u87ba\u7d72\n<ul>\n<li>\u9396\u9644\u87ba\u7d72\u70baOK<\/li>\n<li>\u672a\u9396\u9644\u87ba\u7d72\u70baNG<\/li>\n<\/ul>\n<\/li>\n<li>\u6392\u7dda\u6709\u6c92\u6709\u63a5\u901a\u6b63\u78ba\n<ul>\n<li>\u6392\u7dda\u63a5\u901a\u4e14\u6b63\u78ba\u70baOK<\/li>\n<li>\u6392\u7dda\u672a\u63a5\u901a\u70baNG<\/li>\n<li>\u6392\u7dda\u4ea4\u932f\u63a5\u901a\u70baCROSS<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<hr \/>\n<h3><strong>\u6536\u5716\u8aaa\u660e-\u662f\u5426\u6709\u88dd\u8a2d\u96fb\u78c1\u74b0<\/strong><\/h3>\n<p>\u5148\u5c07\u96fb\u6c60\u74b0\u9644\u4e0a\uff0c\u7531\u65bc\u96fb\u78c1\u74b0\u9644\u65bc\u96fb\u6e90\u7dda\u4e0a\uff0c\u6703\u6709\u4e00\u5b9a\u7684\u79fb\u52d5\u7bc4\u570d\uff0c\u91dd\u5c0d\u96fb\u78c1\u74b0\u9032\u884c\u6846\u9078\u6846\u9078\u6642\uff0c\u5fc5\u9808\u76e1\u53ef\u80fd\u8003\u91cf\u96fb\u78c1\u74b0\u7684\u79fb\u52d5\u53ef\u80fd\uff0c\u53c3\u8003\u5982\u4e0b\u5716<\/p>\n<p><a href=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ferriteroi.png\"><img loading=\"lazy\" class=\"size-full wp-image-85550 aligncenter\" src=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ferriteroi.png\" alt=\"\" width=\"721\" height=\"558\" srcset=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ferriteroi.png 721w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ferriteroi-300x232.png 300w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ferriteroi-360x279.png 360w\" sizes=\"(max-width: 721px) 100vw, 721px\" \/><\/a><\/p>\n<hr \/>\n<p>\u6536\u96c6OK\u7684\u60c5\u6cc1\u6642\uff0c\u5fc5\u9808\u8003\u91cf\u96fb\u78c1\u74b0\u79fb\u52d5\u7684\u5404\u7a2e\u53ef\u80fd\u6027\uff0c\u6240\u4ee5\u53ef\u4ee5\u8a66\u8457\u591a\u79fb\u52d5\u96fb\u78c1\u74b0\uff0c\u4ee5\u88fd\u9020\u96fb\u78c1\u74b0\u51fa\u73fe\u7684\u5404\u7a2e\u53ef\u80fd\uff0c\u70ba\u4e86\u78ba\u4fdd\u6709\u8db3\u5920\u7684\u8cc7\u8a0a\uff0c\u5efa\u8b70\u6536\u53d630\u5f35\u5de6\u53f3\u7684\u5716\u7247\uff0c\u793a\u7bc4\u5982\u4e0b<\/p>\n<p><a href=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ferriteOK.png\"><img loading=\"lazy\" class=\"size-full wp-image-85556 aligncenter\" src=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ferriteOK.png\" alt=\"\" width=\"906\" height=\"561\" srcset=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ferriteOK.png 906w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ferriteOK-300x186.png 300w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ferriteOK-768x476.png 768w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ferriteOK-360x223.png 360w\" sizes=\"(max-width: 906px) 100vw, 906px\" \/><\/a><\/p>\n<hr \/>\n<p>\u6536\u96c6NG\u7684\u60c5\u6cc1\u6642\uff0c\u5fc5\u9808\u8003\u91cf\u96fb\u6e90\u7dda\u7684\u5404\u7a2e\u53ef\u80fd\u6027\uff0c\u6240\u4ee5\u53ef\u4ee5\u8a66\u8457\u591a\u88fd\u9020\u96fb\u6e90\u7dda\u51fa\u73fe\u7684\u5404\u7a2e\u53ef\u80fd\uff0c\u70ba\u4e86\u78ba\u4fdd\u6709\u8db3\u5920\u7684\u8cc7\u8a0a\uff0c\u5efa\u8b70\u6536\u53d630\u5f35\u5de6\u53f3\u7684\u5716\u7247\uff0c\u793a\u7bc4\u5982\u4e0b<\/p>\n<p><a href=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ferriteNG.png\"><img loading=\"lazy\" class=\"size-full wp-image-85562 aligncenter\" src=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ferriteNG.png\" alt=\"\" width=\"938\" height=\"581\" srcset=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ferriteNG.png 938w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ferriteNG-300x186.png 300w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ferriteNG-768x476.png 768w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ferriteNG-360x223.png 360w\" sizes=\"(max-width: 938px) 100vw, 938px\" \/><\/a><\/p>\n<hr \/>\n<h3><strong>\u6536\u5716\u8aaa\u660e-\u63d2\u4ef6\u662f\u5426\u78ba\u5be6\u63d2\u5165<\/strong><\/h3>\n<p>\u7531\u65bc\u63d2\u4ef6\u4f4d\u7f6e\u56fa\u5b9a\uff0c\u63d2\u4ef6\u756b\u9762\u9808\u65bcROI\u756b\u9762\u4e2d\u4f54\u7d55\u5927\u90e8\u5206\uff0c\u4ee5\u6b64\u907f\u514d\u53d7\u5230\u80cc\u666f\u56e0\u7d20\u800c\u5f71\u97ffAI\u5224\u65b7<\/p>\n<p><a href=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/insertroi.png\"><img loading=\"lazy\" class=\"size-full wp-image-85568 aligncenter\" src=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/insertroi.png\" alt=\"\" width=\"795\" height=\"615\" srcset=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/insertroi.png 795w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/insertroi-300x232.png 300w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/insertroi-768x594.png 768w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/insertroi-360x278.png 360w\" sizes=\"(max-width: 795px) 100vw, 795px\" \/><\/a><\/p>\n<hr \/>\n<p>\u6536\u96c6OK\u7684\u60c5\u5f62\u6642\uff0c\u7531\u65bc\u63d2\u4ef6\u8b8a\u5316\u4e0d\u5927\uff0c\u53ef\u4ee5\u8a66\u8457\u6539\u8b8a\u7dda\u982d\u7684\u89d2\u5ea6\uff0c\u5efa\u8b70\u6536\u53d630\u5f35\u5de6\u53f3\u7684\u5716\u7247\uff0c\u6216\u662f\u6539\u8b8a\u74b0\u5883\u5149\u6e90\u4ee5\u9069\u61c9\u5404\u7a2e\u74b0\u5883\u8b8a\u5316\uff0c\u5982\u82e5\u8981\u6539\u8b8a\u74b0\u5883\u5149\u6e90\uff0c\u5efa\u8b70\u591a\u6536\u53d6\u4e00\u4e9b\u5716\u7247\u4ee5\u589e\u52a0\u8cc7\u8a0a\u7d66AI\u5b78\u7fd2<\/p>\n<p><a href=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/insertok.png\"><img loading=\"lazy\" class=\"size-full wp-image-85574 aligncenter\" src=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/insertok.png\" alt=\"\" width=\"777\" height=\"516\" srcset=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/insertok.png 777w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/insertok-300x199.png 300w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/insertok-768x510.png 768w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/insertok-360x239.png 360w\" sizes=\"(max-width: 777px) 100vw, 777px\" \/><\/a><\/p>\n<hr \/>\n<p>\u6536\u96c6NG\u7684\u60c5\u5f62\u6642\uff0c\u9808\u591a\u6536\u53d6\u672a\u5b8c\u5168\u63d2\u5165\u7684\u53ef\u80fd\u6027\uff0c\u4ee5\u9632\u6b62AI\u5c07\u5e7e\u4e4e\u63d2\u9032\u53bb\u8207\u5b8c\u5168\u63d2\u9032\u53bb\u7684\u53ef\u80fd\u641e\u6df7\uff0c\u540c\u6642\u5b8c\u5168\u6c92\u6709\u63d2\u5165\u7684\u53ef\u80fd\u4e5f\u8981\u8003\u91cf\u9032\u53bb\uff0c\u5efa\u8b70\u6536\u53d630\u5f35\u5de6\u53f3\u7684\u5716\u7247<\/p>\n<p>&nbsp;<\/p>\n<p><a href=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/insertng.png\"><img loading=\"lazy\" class=\"size-full wp-image-85580 aligncenter\" src=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/insertng.png\" alt=\"\" width=\"816\" height=\"524\" srcset=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/insertng.png 816w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/insertng-300x193.png 300w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/insertng-768x493.png 768w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/insertng-360x231.png 360w\" sizes=\"(max-width: 816px) 100vw, 816px\" \/><\/a><\/p>\n<hr \/>\n<h3>\u6536\u5716\u8aaa\u660e-\u87ba\u7d72\u5b54\u662f\u5426\u6709\u87ba\u7d72_\u4e0a\u62cd\u96fb\u63a7\u7bb1<\/h3>\n<p>\u6846\u9078\u87ba\u7d72\u5b54\u6642\uff0c\u5b54\u4f4d\u4e5f\u9808\u65bcROI\u4e2d\u4f54\u4e00\u534a\u4ee5\u4e0a\uff0c\u8003\u91cf\u5230\u62cd\u651d\u87ba\u7d72\u6709\u591a\u7a2e\u89d2\u5ea6\u6216\u662f\u5149\u7dda\u554f\u984c\uff0c\u6846\u9078\u7bc4\u570d\u4e5f\u4e0d\u80fd\u904e\u65bc\u72f9\u7a84\uff0c\u624d\u80fd\u61c9\u4ed8\u4e0d\u540c\u7684\u60c5\u5f62<\/p>\n<p><a href=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/upscrewroi.png\"><img loading=\"lazy\" class=\"size-full wp-image-85586 aligncenter\" src=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/upscrewroi.png\" alt=\"\" width=\"739\" height=\"571\" srcset=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/upscrewroi.png 739w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/upscrewroi-300x232.png 300w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/upscrewroi-360x278.png 360w\" sizes=\"(max-width: 739px) 100vw, 739px\" \/><\/a><\/p>\n<hr \/>\n<p>\u7531\u65bc\u87ba\u7d72\u9396\u9644\u87ba\u7d72\u7684\u72c0\u614b\u4e0d\u6703\u6709\u592a\u591a\u7684\u8b8a\u5316\uff0c\u52a0\u4e0a\u80cc\u666f\u591a\u70ba\u91d1\u5c6c\u7248\u9762\uff0c\u6240\u4ee5\u6211\u5011\u53ef\u4ee5\u88fd\u9020\u984d\u5916\u7684\u5149\u6e90\uff0c\u4ee5\u6b64\u589e\u52a0\u5404\u7a2e\u74b0\u5883\u8b8a\u5316\u7684\u8cc7\u8a0a<\/p>\n<p>&nbsp;<\/p>\n<p><a href=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/spotlight.png\"><img loading=\"lazy\" class=\"size-full wp-image-85592 aligncenter\" src=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/spotlight.png\" alt=\"\" width=\"385\" height=\"544\" srcset=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/spotlight.png 385w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/spotlight-212x300.png 212w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/spotlight-360x509.png 360w\" sizes=\"(max-width: 385px) 100vw, 385px\" \/><\/a><\/p>\n<hr \/>\n<p>\u4ee5\u4e0b\u793a\u7bc4\u6536\u53d6OK\u7684\u60c5\u5f62\uff0c\u5efa\u8b70\u6536\u53d630\u5f35\u5de6\u53f3\u7684\u5716\uff0c\u53ef\u4ee5\u767c\u73fe\u6bcf\u5f35\u5716\u5747\u53d7\u4e0d\u540c\u7684\u5149\u5f71\u97ff<\/p>\n<p><a href=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/upscrewok.png\"><img loading=\"lazy\" class=\"size-full wp-image-85598 aligncenter\" src=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/upscrewok.png\" alt=\"\" width=\"718\" height=\"545\" srcset=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/upscrewok.png 718w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/upscrewok-300x228.png 300w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/upscrewok-360x273.png 360w\" sizes=\"(max-width: 718px) 100vw, 718px\" \/><\/a><\/p>\n<p>&nbsp;<\/p>\n<hr \/>\n<p>\u6536\u53d6NG\u6642\uff0c\u540c\u6a23\u53ef\u4ee5\u53c3\u8003\u8207\u6536\u53d6OK\u60c5\u5f62\u7684\u65b9\u5f0f\uff0c\u4e5f\u540c\u6a23\u5efa\u8b70\u6536\u53d630\u5f35\u5de6\u53f3\u7684\u5716\u7247\uff0c\u4e26\u4e14\u8003\u91cf\u4e0d\u540c\u5149\u6e90\u5f71\u97ff<\/p>\n<p><a href=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/upscrewng.png\"><img loading=\"lazy\" class=\"size-full wp-image-85604 aligncenter\" src=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/upscrewng.png\" alt=\"\" width=\"814\" height=\"556\" srcset=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/upscrewng.png 814w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/upscrewng-300x205.png 300w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/upscrewng-768x525.png 768w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/upscrewng-360x246.png 360w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/upscrewng-320x220.png 320w\" sizes=\"(max-width: 814px) 100vw, 814px\" \/><\/a><\/p>\n<hr \/>\n<h3>\u6536\u5716\u8aaa\u660e-\u87ba\u7d72\u5b54\u662f\u5426\u6709\u87ba\u7d72_\u5074\u62cd\u96fb\u63a7\u7bb1<\/h3>\n<p>\u62cd\u5b8c\u4e0a\u65b9\u87ba\u7d72\u5f8c\uff0c\u6211\u5011\u63a5\u8457\u79fb\u52d5\u624b\u81c2\u81f3\u96fb\u63a7\u7bb1\u5074\u9762\uff0c\u6aa2\u6e2c\u5074\u9762\u96fb\u63a7\u7bb1\u87ba\u7d72\u662f\u5426\u9396\u9644\uff0c\u7531\u65bc\u5074\u9762\u62cd\u651d\u6703\u6709\u5404\u5f0f\u5404\u6a23\u7684\u8b8a\u5316\uff0c\u4e00\u6a23\u53ef\u4ee5\u984d\u5916\u88fd\u9020\u5149\u6e90\u4f86\u6a21\u64ec\u8b8a\u5316\u60c5\u5f62<\/p>\n<p><a href=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/\u96fb\u63a7\u7bb1.png\"><img loading=\"lazy\" class=\"size-full wp-image-85532 aligncenter\" src=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/\u96fb\u63a7\u7bb1.png\" alt=\"\" width=\"664\" height=\"495\" srcset=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/\u96fb\u63a7\u7bb1.png 664w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/\u96fb\u63a7\u7bb1-300x224.png 300w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/\u96fb\u63a7\u7bb1-360x268.png 360w\" sizes=\"(max-width: 664px) 100vw, 664px\" \/><\/a><\/p>\n<hr \/>\n<p>\u87ba\u7d72\u5b54\u4e00\u6a23\u9700\u8981\u4f54ROI\u7bc4\u570d\u7684\u4e00\u534a\u4ee5\u4e0a\uff0c\u4e14\u87ba\u7d72\u5b54\u76e1\u91cf\u5728ROI\u4e2d\u9593\uff0c\u4ee5\u9632\u53cd\u5149\u5c0e\u81f3AI\u8cc7\u8a0a\u8aa4\u5224<\/p>\n<p><a href=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/sidescrewroi.png\"><img loading=\"lazy\" class=\"size-full wp-image-85610 aligncenter\" src=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/sidescrewroi.png\" alt=\"\" width=\"728\" height=\"563\" srcset=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/sidescrewroi.png 728w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/sidescrewroi-300x232.png 300w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/sidescrewroi-360x278.png 360w\" sizes=\"(max-width: 728px) 100vw, 728px\" \/><\/a><\/p>\n<hr \/>\n<p>\u540c\u6a23\u5728\u6536\u53d6OK\u7684\u60c5\u5f62\uff0c\u53ef\u4ee5\u8003\u91cf\u4e0d\u540c\u7684\u5149\u6e90\uff0c\u70ba\u4e86\u4f7f\u5f97AI\u80fd\u5920\u5224\u65b7\u66f4\u591a\u87ba\u7d72\u5b54\u662f\u5426\u9396\u9644\u87ba\u7d72\uff0c\u53ef\u4ee5\u5c07\u4e0a\u62cd\u96fb\u63a7\u7bb1\u7684\u60c5\u5f62\u52a0\u5165\u6b64\u60c5\u6cc1\u4e00\u8d77\u9032\u884c\u8a13\u7df4\uff0c\u5efa\u8b70\u6536\u53d630\u5f35\u5de6\u53f3\u7684\u5716\uff0c\u914d\u5408\u4e0a\u96fb\u63a7\u7bb1\u7684\u60c5\u5f62\uff0c\u4ee5\u6b64\u61c9\u5c0d\u5404\u7a2e\u60c5\u5f62<\/p>\n<p><a href=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/sidescrewok.png\"><img loading=\"lazy\" class=\"size-full wp-image-85616 aligncenter\" src=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/sidescrewok.png\" alt=\"\" width=\"1255\" height=\"556\" srcset=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/sidescrewok.png 1255w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/sidescrewok-300x133.png 300w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/sidescrewok-1024x454.png 1024w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/sidescrewok-768x340.png 768w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/sidescrewok-360x159.png 360w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/sidescrewok-1000x443.png 1000w\" sizes=\"(max-width: 1255px) 100vw, 1255px\" \/><\/a><\/p>\n<hr \/>\n<p>\u800c\u5728\u6536\u53d6NG\u7684\u60c5\u5f62\uff0c\u4e00\u6a23\u53ef\u4ee5\u5c07\u4e0a\u62cd\u96fb\u63a7\u7bb1\u7684\u60c5\u5f62\u52a0\u5165\u6b64\u60c5\u6cc1\u4e00\u8d77\u9032\u884c\u8a13\u7df4\uff0c\u5efa\u8b70\u6536\u53d630\u5f35\u5de6\u53f3\u7684\u5716\uff0c\u914d\u5408\u4e0a\u96fb\u63a7\u7bb1\u7684\u60c5\u5f62\uff0c\u4ee5\u6b64\u61c9\u5c0d\u5404\u7a2e\u60c5\u5f62<\/p>\n<p><a href=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/sidescrewng.png\"><img loading=\"lazy\" class=\"size-full wp-image-85622 aligncenter\" src=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/sidescrewng.png\" alt=\"\" width=\"1365\" height=\"609\" srcset=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/sidescrewng.png 1365w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/sidescrewng-300x134.png 300w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/sidescrewng-1024x457.png 1024w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/sidescrewng-768x343.png 768w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/sidescrewng-360x161.png 360w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/sidescrewng-1000x446.png 1000w\" sizes=\"(max-width: 1365px) 100vw, 1365px\" \/><\/a><\/p>\n<hr \/>\n<h3><b>\u6536\u5716\u8aaa\u660e<\/b><b>&#8211;<\/b><b>\u6392\u7dda\u6709\u6c92\u6709\u63a5\u901a\u6b63\u78ba<\/b><\/h3>\n<p>\u6b64\u6b21\u4efb\u52d9\u76ee\u7684\u70ba\u78ba\u8a8d\u6392\u7dda\u662f\u5426\u78ba\u5be6\u63d2\u5165\u4ee5\u53ca\u63d2\u5165\u6b63\u78ba\u4f4d\u7f6e\uff0c\u4e0d\u80fd\u6709\u932f\u63d2\u6216\u662f\u672a\u63d2\u5165\u7684\u60c5\u5f62\uff0c\u6574\u500b\u6392\u7dda\u4e5f\u9808\u4f54ROI\u7684\u7d55\u5927\u90e8\u5206\u7bc4\u570d\uff0c\u76e1\u91cf\u4e0d\u8981\u6709\u591a\u9918\u7684\u80cc\u666f\uff0c\u800c\u5f71\u97ffAI\u5224\u65b7\uff0c\u6211\u5011\u5c07\u6392\u7dda\u5206\u6210\u4e09\u7a2e\u60c5\u5f62\u9032\u884c\u6536\u5716<\/p>\n<ul>\n<li>\u4e00\u4e00\u5c0d\u61c9\uff0c\u7dda\u4ea4\u758a\u4e5f\u63a5\u53d7\uff0c\u8996\u70baOK<\/li>\n<li>\u7dda\u982d\u78ba\u5be6\u63d2\u5165\uff0c\u4f46\u662f\u63d2\u932f\u6d1e\uff0c\u8996\u70baCROSS<\/li>\n<li>\u7dda\u982d\u672a\u78ba\u5be6\u63d2\u5165\uff0c\u8996\u70baNG<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<p><a href=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/cableroi.png\"><img loading=\"lazy\" class=\"size-full wp-image-85629 aligncenter\" src=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/cableroi.png\" alt=\"\" width=\"621\" height=\"532\" srcset=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/cableroi.png 621w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/cableroi-300x257.png 300w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/cableroi-360x308.png 360w\" sizes=\"(max-width: 621px) 100vw, 621px\" \/><\/a><\/p>\n<hr \/>\n<p><b>\u6536\u5716\u8aaa\u660e<\/b><b>&#8211;<\/b><b>\u6392\u7dda\u6709\u6c92\u6709\u63a5\u901a<\/b><b>\u6b63\u78ba<\/b><b>_OK<\/b><b>\u60c5\u5f62<\/b><\/p>\n<p>\u4e00\u4e00\u5c0d\u61c9\uff0c\u7dda\u4ea4\u758a\u4e5f\u63a5\u53d7\uff0c\u78ba\u5b9a\u7dda\u982d\u78ba\u5be6\u63d2\u5165\uff0c\u88fd\u9020\u4e00\u4e9b\u958b\u95d4\u7684\u60c5\u5f62\uff0c\u4e5f\u88fd\u9020\u7dda\u982d\u4ea4\u758a\uff0c\u7d04\u6536\u96c630\u5f35\u5de6\u53f3\uff0c\u4ee5\u4e0b\u5747\u8996\u70baOK\u7684\u60c5\u5f62<\/p>\n<p><a href=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/cableok.png\"><img loading=\"lazy\" class=\"size-full wp-image-85635 aligncenter\" src=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/cableok.png\" alt=\"\" width=\"1109\" height=\"557\" srcset=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/cableok.png 1109w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/cableok-300x151.png 300w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/cableok-1024x514.png 1024w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/cableok-768x386.png 768w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/cableok-360x181.png 360w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/cableok-1000x502.png 1000w\" sizes=\"(max-width: 1109px) 100vw, 1109px\" \/><\/a><\/p>\n<hr \/>\n<p><b>\u6536\u5716\u8aaa\u660e<\/b><b>&#8211;<\/b><b>\u6392\u7dda\u6709\u6c92\u6709\u63a5\u901a<\/b><b>\u6b63\u78ba<\/b><b>_CROSS<\/b><b>\u60c5\u5f62<\/b><\/p>\n<p>\u7dda\u982d\u78ba\u5be6\u63d2\u5165\uff0c\u4f46\u662f\u63d2\u932f\u6d1e\uff0c\u6536\u53d6\u5169\u689d\u7dda\u4ea4\u932f\uff0c\u4e09\u689d\u7dda\u4ea4\u932f\uff0c\u56db\u689d\u7dda\u4ea4\u932f\u7684\u60c5\u5f62\uff0c\u76e1\u53ef\u80fd\u8003\u91cf\u6240\u6709\u6392\u5217\u7d44\u5408\uff0c\u4e0a\u8ff0\u60c5\u5f62\u5747\u6536\u53d62\u81f33\u5f35\u5716\uff0c\u6240\u4ee5\u7e3d\u5171\u7d04\u6536\u53d630\u5f35\u5de6\u53f3<a href=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/cablecross.png\"><img loading=\"lazy\" class=\"size-full wp-image-85641 aligncenter\" src=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/cablecross.png\" alt=\"\" width=\"1259\" height=\"465\" srcset=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/cablecross.png 1259w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/cablecross-300x111.png 300w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/cablecross-1024x378.png 1024w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/cablecross-768x284.png 768w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/cablecross-360x133.png 360w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/cablecross-1000x369.png 1000w\" sizes=\"(max-width: 1259px) 100vw, 1259px\" \/><\/a><\/p>\n<hr \/>\n<p><b>\u6536\u5716\u8aaa\u660e<\/b><b>&#8211;<\/b><b>\u6392\u7dda\u6709\u6c92\u6709\u63a5\u901a<\/b><b>\u6b63\u78ba<\/b><b>_NG<\/b><b>\u60c5\u5f62<\/b><\/p>\n<p>\u7dda\u982d\u672a\u78ba\u5be6\u63d2\u5165\uff0c\u6536\u53d6\u53ef\u80fd\u6709\u56db\u689d\u672a\u63d2\uff0c\u4e09\u689d\u672a\u63d2\uff0c\u5169\u689d\u672a\u63d2\uff0c\u751a\u81f3\u5168\u90e8\u672a\u63d2\u7684\u60c5\u5f62\uff0c\u6536\u53d6\u7d0430\u5f35\u5de6\u53f3\u7684\u5716<\/p>\n<p><a href=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/cableng.png\"><img loading=\"lazy\" class=\"size-full wp-image-85647 aligncenter\" src=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/cableng.png\" alt=\"\" width=\"605\" height=\"552\" srcset=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/cableng.png 605w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/cableng-300x274.png 300w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/cableng-360x328.png 360w\" sizes=\"(max-width: 605px) 100vw, 605px\" \/><\/a><\/p>\n<p>&nbsp;<\/p>\n<hr \/>\n<h3><strong>\u6536\u5716\u8aaa\u660e-\u5b58\u5716\u65b9\u5f0f<\/strong><\/h3>\n<p>\u5b58\u53d6\u5716\u7247\u5206\u5169\u5927\u9805(\u8a73\u7d30\u5b58\u5716\u8aaa\u660e\u53ef\u4ee5\u53c3\u95b1\u8aaa\u660e\u66f8)<\/p>\n<ol>\n<li>\u5728AI Classification\u5132\u5b58ROI\u5716\n<ul>\n<li>TM AI+ Training Server Dataset<\/li>\n<li>TM SSD\u5916\u90e8\u786c\u789f2<\/li>\n<\/ul>\n<\/li>\n<li>\u7528Vision Job \u57f7\u884c\u6642\u5132\u5b58Source\u5716<\/li>\n<\/ol>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li>TM SSD \u5916\u90e8\u786c\u789f<\/li>\n<li>Network Service<\/li>\n<li>Save Image Component<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<hr \/>\n<p>\u7576\u9078\u64c7\u7b2c\u4e8c\u9805\u65b9\u5f0f\u5132\u5b58Source\u5716\uff0c\u53ef\u65bc2.12 Training Server \u7684Dataset\u4e2dCrop ROI<a href=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/crop_1.png\"><img loading=\"lazy\" class=\"size-full wp-image-86573 aligncenter\" src=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/crop_1.png\" alt=\"\" width=\"1042\" height=\"521\" srcset=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/crop_1.png 1042w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/crop_1-300x150.png 300w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/crop_1-1024x512.png 1024w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/crop_1-768x384.png 768w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/crop_1-360x180.png 360w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/crop_1-1000x500.png 1000w\" sizes=\"(max-width: 1042px) 100vw, 1042px\" \/><\/a><\/p>\n<hr \/>\n<p>\u958b\u555fSource\u5716\u7247<a href=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/crop_2.png\"><img loading=\"lazy\" class=\"size-full wp-image-86579 aligncenter\" src=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/crop_2.png\" alt=\"\" width=\"1122\" height=\"507\" srcset=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/crop_2.png 1122w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/crop_2-300x136.png 300w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/crop_2-1024x463.png 1024w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/crop_2-768x347.png 768w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/crop_2-360x163.png 360w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/crop_2-1000x452.png 1000w\" sizes=\"(max-width: 1122px) 100vw, 1122px\" \/><\/a><\/p>\n<hr \/>\n<p>Crop ROI\uff0cCrop\u5f8c\u7684ROI\u6703\u88ab\u6a19\u8a18\u70baunlabeled<a href=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/crop_3.png\"><img loading=\"lazy\" class=\"size-full wp-image-86585 aligncenter\" src=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/crop_3.png\" alt=\"\" width=\"944\" height=\"479\" srcset=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/crop_3.png 944w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/crop_3-300x152.png 300w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/crop_3-768x390.png 768w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/crop_3-360x183.png 360w\" sizes=\"(max-width: 944px) 100vw, 944px\" \/><\/a><\/p>\n<hr \/>\n<h2>TM AI+\u8a13\u7df4\u6a21\u578b\u4e26\u5c07AI\u6a21\u578b\u532f\u5165\u624b\u81c2\u6e2c\u8a66<\/h2>\n<h3>TM AI+\u64cd\u4f5c<\/h3>\n<p>\u5206\u5225\u5c07\u4e0a\u8ff0\u6aa2\u6e2c\u6d41\u7a0b\u4e4b\u5716\u7247\u5b58\u6210\u4e00\u500b\u70baOK\u7684\u8cc7\u6599\u96c6\uff0c\u53e6\u4e00\u500b\u70baNG\u7684\u8cc7\u6599\u96c6\uff0c\u793a\u610f\u5982\u4e0b<\/p>\n<p><a href=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/data.png\"><img loading=\"lazy\" class=\"size-full wp-image-85654 aligncenter\" src=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/data.png\" alt=\"\" width=\"1253\" height=\"573\" srcset=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/data.png 1253w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/data-300x137.png 300w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/data-1024x468.png 1024w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/data-768x351.png 768w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/data-360x165.png 360w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/data-1000x457.png 1000w\" sizes=\"(max-width: 1253px) 100vw, 1253px\" \/><\/a><\/p>\n<p>&nbsp;<\/p>\n<hr \/>\n<p>TM AI+ \u5efa\u7acb\u65bc\u516c\u53f8\u5167\u90e8\u670d\u52d9\u5668\u4e0a\u3002 \u4efb\u4f55\u53ef\u4ee5\u9023\u63a5\u5230\u516c\u53f8\u5167\u7db2\u7684\u8a2d\u5099\u90fd\u53ef\u4ee5\u900f\u904e\u700f\u89bd\u5668\u4f7f\u7528TM AI+\uff0c\u5c0d\u65bc\u64cd\u4f5c\u7684\u7cfb\u7d71\u6c92\u6709\u4efb\u4f55\u9650\u5236\uff0c\u672c\u7bc7\u6587\u7ae0\u4f7f\u7528TM AI+ Training Server 2.12.2200\u4f5c\u70ba\u793a\u7bc4<\/p>\n<p><a href=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ailogin.png\"><img loading=\"lazy\" class=\"size-full wp-image-85714 aligncenter\" src=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ailogin.png\" alt=\"\" width=\"996\" height=\"536\" srcset=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ailogin.png 996w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ailogin-300x161.png 300w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ailogin-768x413.png 768w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ailogin-360x194.png 360w\" sizes=\"(max-width: 996px) 100vw, 996px\" \/><\/a><\/p>\n<hr \/>\n<p>\u9019\u662fDataset\u7684\u7ba1\u7406\u756b\u9762\uff0c\u53ef\u4ee5\u5728\u6b64\u532f\u5165\u6211\u5011\u7684\u8cc7\u6599\u96c6<a href=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_1.png\"><img loading=\"lazy\" class=\"size-full wp-image-85660 aligncenter\" src=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_1.png\" alt=\"\" width=\"1067\" height=\"531\" srcset=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_1.png 1067w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_1-300x149.png 300w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_1-1024x510.png 1024w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_1-768x382.png 768w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_1-360x179.png 360w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_1-1000x498.png 1000w\" sizes=\"(max-width: 1067px) 100vw, 1067px\" \/><\/a><\/p>\n<hr \/>\n<p>\u5efa\u7acbClassification\u7684\u8cc7\u6599\u96c6<\/p>\n<p><a href=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_2.png\"><img loading=\"lazy\" class=\"size-full wp-image-85666 aligncenter\" src=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_2.png\" alt=\"\" width=\"1233\" height=\"585\" srcset=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_2.png 1233w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_2-300x142.png 300w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_2-1024x486.png 1024w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_2-768x364.png 768w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_2-360x171.png 360w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_2-1000x474.png 1000w\" sizes=\"(max-width: 1233px) 100vw, 1233px\" \/><\/a><\/p>\n<hr \/>\n<p>\u9ede\u64ca\u7de8\u8f2f\uff0c\u5efa\u7acb\u8cc7\u6599\u96c6<\/p>\n<p><a href=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_3.png\"><img loading=\"lazy\" class=\"size-full wp-image-85672 aligncenter\" src=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_3.png\" alt=\"\" width=\"1218\" height=\"585\" srcset=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_3.png 1218w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_3-300x144.png 300w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_3-1024x492.png 1024w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_3-768x369.png 768w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_3-360x173.png 360w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_3-1000x480.png 1000w\" sizes=\"(max-width: 1218px) 100vw, 1218px\" \/><\/a><\/p>\n<hr \/>\n<p>\u5efa\u7acbLabel\u53ca\u4e0a\u50b3\u5c0d\u61c9\u7684\u8cc7\u6599\u96c6<\/p>\n<p><a href=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_4.png\"><img loading=\"lazy\" class=\"size-full wp-image-85678 aligncenter\" src=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_4.png\" alt=\"\" width=\"1232\" height=\"591\" srcset=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_4.png 1232w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_4-300x144.png 300w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_4-1024x491.png 1024w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_4-768x368.png 768w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_4-360x173.png 360w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_4-1000x480.png 1000w\" sizes=\"(max-width: 1232px) 100vw, 1232px\" \/><\/a><\/p>\n<hr \/>\n<p>\u9019\u662fProject\u7684\u7ba1\u7406\u756b\u9762\uff0c\u53ef\u4ee5\u5728\u6b64\u5efa\u7acb\u6211\u5011\u7684\u5c08\u6848<\/p>\n<p><a href=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_5.png\"><img loading=\"lazy\" class=\"size-full wp-image-85684 aligncenter\" src=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_5.png\" alt=\"\" width=\"1198\" height=\"572\" srcset=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_5.png 1198w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_5-300x143.png 300w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_5-1024x489.png 1024w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_5-768x367.png 768w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_5-360x172.png 360w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_5-1000x477.png 1000w\" sizes=\"(max-width: 1198px) 100vw, 1198px\" \/><\/a><\/p>\n<hr \/>\n<p>\u65b0\u589eProject\uff0c\u547d\u540d\u4e26\u9078\u64c7Classification<\/p>\n<p><a href=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_6.png\"><img loading=\"lazy\" class=\"size-full wp-image-85690 aligncenter\" src=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_6.png\" alt=\"\" width=\"1189\" height=\"597\" srcset=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_6.png 1189w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_6-300x151.png 300w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_6-1024x514.png 1024w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_6-768x386.png 768w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_6-360x181.png 360w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_6-1000x502.png 1000w\" sizes=\"(max-width: 1189px) 100vw, 1189px\" \/><\/a><\/p>\n<hr \/>\n<p>\u4f9d\u7167\u4efb\u52d9\u60c5\u5883\u9078\u64c7\u9069\u5408\u7684\u6a21\u578b\u4ee5\u53ca\u8cc7\u6599\u96c6<\/p>\n<p><a href=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_7.png\"><img loading=\"lazy\" class=\"size-full wp-image-85696 aligncenter\" src=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_7.png\" alt=\"\" width=\"1007\" height=\"567\" srcset=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_7.png 1007w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_7-300x169.png 300w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_7-768x432.png 768w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_7-360x203.png 360w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_7-1000x563.png 1000w\" sizes=\"(max-width: 1007px) 100vw, 1007px\" \/><\/a><\/p>\n<hr \/>\n<p>\u8abf\u6574\u5b8c\u53c3\u6578\u5f8c\uff0c\u958b\u59cb\u8a13\u7df4\u6a21\u578b<\/p>\n<p><a href=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_8.png\"><img loading=\"lazy\" class=\"size-full wp-image-85702 aligncenter\" src=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_8.png\" alt=\"\" width=\"1257\" height=\"602\" srcset=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_8.png 1257w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_8-300x144.png 300w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_8-1024x490.png 1024w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_8-768x368.png 768w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_8-360x172.png 360w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_8-1000x479.png 1000w\" sizes=\"(max-width: 1257px) 100vw, 1257px\" \/><\/a><\/p>\n<hr \/>\n<p>\u8a13\u7df4\u5b8c\u6210\u5f8c\uff0c\u53ef\u4ee5\u900f\u904esummary\u67e5\u770b\u8a13\u7df4\u6a21\u578b\u7684\u6548\u679c\uff0c\u4e26\u900f\u904eHeatmap\u9032\u884c\u5206\u6790\uff0c\u5224\u65b7AI\u6240\u5b78\u7fd2\u5230\u7684\u8cc7\u8a0a\uff0c\u662f\u5426\u70ba\u6211\u5011\u6240\u8981\u6bd4\u8f03\u7684\u7279\u5fb5\uff0c\u63a5\u8457\u672c\u6587\u6703\u5206\u5225\u5206\u6790\u5404\u500b\u6aa2\u6e2c\u7d50\u679c\u4e26\u9032\u884c\u5206\u6790<\/p>\n<p><a href=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_9.png\"><img loading=\"lazy\" class=\"size-full wp-image-85708 aligncenter\" src=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_9.png\" alt=\"\" width=\"1136\" height=\"549\" srcset=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_9.png 1136w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_9-300x145.png 300w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_9-1024x495.png 1024w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_9-768x371.png 768w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_9-360x174.png 360w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_9-1000x483.png 1000w\" sizes=\"(max-width: 1136px) 100vw, 1136px\" \/><\/a><\/p>\n<hr \/>\n<h3>TM AI+-\u662f\u5426\u6709\u88dd\u8a2d\u96fb\u78c1\u74b0<\/h3>\n<p>\u89c0\u5bdfTraining Progress\uff0c\u5176\u6bcf\u6b21\u8a13\u7df4\u7684Accuracy\u5e7e\u4e4e\u90fd\u5728\u767e\u5206\u4e4b\u767e\uff0c\u8868\u793a\u6aa2\u6e2c\u96fb\u78c1\u74b0\u7684\u6a21\u578b\u662f\u6bd4\u8f03\u7a69\u5b9a\u7684<\/p>\n<p><a href=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_ferrite.png\"><img loading=\"lazy\" class=\"size-full wp-image-85720 aligncenter\" src=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_ferrite.png\" alt=\"\" width=\"960\" height=\"507\" srcset=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_ferrite.png 960w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_ferrite-300x158.png 300w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_ferrite-768x406.png 768w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_ferrite-360x190.png 360w\" sizes=\"(max-width: 960px) 100vw, 960px\" \/><\/a><\/p>\n<hr \/>\n<p>\u85c9\u7531Heatmap\u53ef\u4ee5\u767c\u73feAI\u90fd\u6709\u5075\u6e2c\u5230\u7dda\u4e0a\u7684\u96fb\u78c1\u74b0\uff0c\u8868\u793aAI\u5b78\u7fd2\u7684\u7279\u5fb5\u70ba\u5408\u7406\u7684\u7279\u5fb5\uff0c\u5c07\u6b64\u6a21\u578b\u532f\u5165\u624b\u81c2\u9032\u884c\u6e2c\u8a66\uff0c\u6e2c\u8a66\u4e0b\u4f86\u5747\u80fd\u7a69\u5b9a\u5224\u5225\u9ede\u78c1\u74b0\u7684\u6709\u7121<\/p>\n<p>\u4e4b\u5f8c\u5207\u63db\u5230\u53e6\u4e00\u53f0\u624b\u81c2\u53ca\u74b0\u5883\u6e2c\u8a66\uff0c\u4e5f\u5747\u80fd\u7a69\u5b9a\u5224\u5225\uff0c\u6a21\u578b\u7121\u9808\u66f4\u52d5<\/p>\n<p><a href=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_ferrite_new.png\"><img loading=\"lazy\" class=\"size-full wp-image-86235 aligncenter\" src=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_ferrite_new.png\" alt=\"\" width=\"1400\" height=\"490\" srcset=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_ferrite_new.png 1400w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_ferrite_new-300x105.png 300w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_ferrite_new-1024x358.png 1024w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_ferrite_new-768x269.png 768w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_ferrite_new-360x126.png 360w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_ferrite_new-1000x350.png 1000w\" sizes=\"(max-width: 1400px) 100vw, 1400px\" \/><\/a><\/p>\n<hr \/>\n<h3>TM AI+-\u63d2\u4ef6\u662f\u5426\u78ba\u5be6\u63d2\u5165<\/h3>\n<p>\u89c0\u5bdftraining progress\uff0c\u5176\u591a\u6b21\u8a13\u7df4\u7684Accuracy\u5728\u767e\u5206\u4e4b\u767e\uff0c\u8868\u793a\u6aa2\u6e2c\u63d2\u4ef6\u662f\u5426\u78ba\u5be6\u63d2\u5165\u7684\u6a21\u578b\u662f\u6bd4\u8f03\u7a69\u5b9a\u7684<\/p>\n<p><a href=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_insert.png\"><img loading=\"lazy\" class=\"size-full wp-image-85732 aligncenter\" src=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_insert.png\" alt=\"\" width=\"1004\" height=\"496\" srcset=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_insert.png 1004w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_insert-300x148.png 300w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_insert-768x379.png 768w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_insert-360x178.png 360w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_insert-1000x494.png 1000w\" sizes=\"(max-width: 1004px) 100vw, 1004px\" \/><\/a><\/p>\n<hr \/>\n<p>\u85c9\u7531Heatmap\u767c\u73feAI\u5b78\u7fd2\u7684\u7279\u5fb5\u805a\u7126\u5728\u4e0a\u65b9\u7684\u5c0f\u9ed1\u5b54\u4e0a\uff0c\u82e5\u662f\u672a\u78ba\u5be6\u63d2\u5165\uff0c\u4e0a\u65b9\u7684\u9ed1\u5b54\u6703\u7279\u5225\u660e\u986f\uff0c\u800c\u88ab\u5224\u5b9a\u70baNG\uff0c\u5176\u7d50\u679c\u5982\u6211\u5011\u9810\u671f\uff0cNG\u60c5\u5f62\u7684Heatmap\u4e5f\u95dc\u6ce8\u5728\u4e0a\u65b9\u7684\u9ed1\u5b54\u662f\u5426\u904e\u65bc\u660e\u986f\uff0c\u6216\u662f\u63d2\u4ef6\u5b8c\u5168\u812b\u843d\uff0c\u5c07\u6a21\u578b\u532f\u5165\u624b\u81c2\u5f8c\uff0c\u4e5f\u80fd\u9806\u5229\u904b\u884c\u5404\u7a2e\u60c5\u6cc1<\/p>\n<p><a href=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_insert_new.png\"><img loading=\"lazy\" class=\"size-full wp-image-86241 aligncenter\" src=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_insert_new.png\" alt=\"\" width=\"1290\" height=\"540\" srcset=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_insert_new.png 1290w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_insert_new-300x126.png 300w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_insert_new-1024x429.png 1024w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_insert_new-768x321.png 768w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_insert_new-360x151.png 360w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_insert_new-1000x419.png 1000w\" sizes=\"(max-width: 1290px) 100vw, 1290px\" \/><\/a><\/p>\n<p>&nbsp;<\/p>\n<hr \/>\n<p>\u4e4b\u5f8c\u5207\u63db\u5230\u53e6\u4e00\u53f0\u624b\u81c2\u53ca\u74b0\u5883\u6e2c\u8a66\uff0c\u767c\u73fe\u5b8c\u5168\u812b\u843d\u7684\u60c5\u5f62\u5bb9\u6613\u88ab\u5224\u5b9a\u70baOK\uff0c\u731c\u6e2c\u70ba\u5149\u6e90\u7684\u8b8a\u5316\u5c0e\u81f4\u63a5\u7dda\u62cd\u651d\u4e0d\u660e\u986f\uff0c\u8aa4\u5c07\u7dda\u982d\u5e73\u653e\u5728\u63d2\u5ea7\u4e0a\u65b9\u7684\u60c5\u5f62\u8aa4\u5224\uff0c\u6240\u4ee5\u5728\u6b64\u74b0\u5883\u4e0b\uff0c\u53c8\u589e\u52a0\u4e8620\u5f35\u5de6\u53f3\u7684NG\u60c5\u5f62\uff0c\u540c\u6642\u4e5f\u589e\u52a020\u5f35\u5de6\u53f3\u7684OK\u60c5\u5f62\u9069\u61c9\u74b0\u5883\u8b8a\u5316<\/p>\n<p><a href=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_insert_3.png\"><img loading=\"lazy\" class=\"size-full wp-image-85744 aligncenter\" src=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_insert_3.png\" alt=\"\" width=\"506\" height=\"460\" srcset=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_insert_3.png 506w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_insert_3-300x273.png 300w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_insert_3-360x327.png 360w\" sizes=\"(max-width: 506px) 100vw, 506px\" \/><\/a><\/p>\n<hr \/>\n<h3>TM AI+-\u87ba\u7d72\u5b54\u662f\u5426\u6709\u87ba\u7d72_\u4e0a\u62cd\u96fb\u63a7\u7bb1<\/h3>\n<p>\u89c0\u5bdftraining progress\uff0c\u5176\u8a13\u7df4\u7684Accuracy\u591a\u70ba\u5728\u767e\u5206\u4e4b\u767e\uff0c\u8868\u793a\u4e0a\u62cd\u96fb\u63a7\u7bb1\u60c5\u5f62\u4e0b\u6aa2\u6e2c\u87ba\u7d72\u5b54\u662f\u5426\u6709\u87ba\u7d72\u7684\u6a21\u578b\u662f\u7a69\u5b9a\u7684<\/p>\n<p><a href=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_upscrew.png\"><img loading=\"lazy\" class=\"size-full wp-image-85756 aligncenter\" src=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_upscrew.png\" alt=\"\" width=\"1048\" height=\"514\" srcset=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_upscrew.png 1048w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_upscrew-300x147.png 300w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_upscrew-1024x502.png 1024w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_upscrew-768x377.png 768w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_upscrew-360x177.png 360w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_upscrew-1000x490.png 1000w\" sizes=\"(max-width: 1048px) 100vw, 1048px\" \/><\/a><\/p>\n<hr \/>\n<p>\u85c9\u7531Heatmap\u53ef\u4ee5\u767c\u73fe\u7121\u8ad6\u5728\u4f55\u7a2e\u5149\u6e90\u4e0b\uff0cAI\u90fd\u80fd\u5b78\u7fd2\u5230\u5b54\u6d1e\u4e0a\u662f\u5426\u6709\u87ba\u7d72\u9019\u500b\u7279\u5fb5\uff0c\u5c07\u6a21\u578b\u532f\u5165\u624b\u81c2\u5f8c\uff0c\u6e2c\u8a66\u4e5f\u5f88\u7a69\u5b9a<\/p>\n<p>\u4e4b\u5f8c\u5207\u63db\u5230\u53e6\u4e00\u53f0\u624b\u81c2\u53ca\u74b0\u5883\u6e2c\u8a66\uff0c\u4e5f\u5747\u80fd\u7a69\u5b9a\u5224\u5225\uff0c\u6a21\u578b\u7121\u9808\u66f4\u52d5<\/p>\n<p><a href=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_upscrew_new-1.png\"><img loading=\"lazy\" class=\"size-full wp-image-86265 aligncenter\" src=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_upscrew_new-1.png\" alt=\"\" width=\"598\" height=\"446\" srcset=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_upscrew_new-1.png 598w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_upscrew_new-1-300x224.png 300w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_upscrew_new-1-360x268.png 360w\" sizes=\"(max-width: 598px) 100vw, 598px\" \/><\/a><\/p>\n<hr \/>\n<h3>TM AI+-\u87ba\u7d72\u5b54\u662f\u5426\u6709\u87ba\u7d72_\u5074\u62cd\u96fb\u63a7\u7bb1<\/h3>\n<p>\u89c0\u5bdftraining progress\uff0c\u5176\u8a13\u7df4\u7684Accuracy\u4e5f\u591a\u70ba\u5728\u767e\u5206\u4e4b\u767e\uff0c\u8868\u793a\u5074\u62cd\u96fb\u63a7\u7bb1\u60c5\u5f62\u4e0b\u6aa2\u6e2c\u87ba\u7d72\u5b54\u662f\u5426\u6709\u87ba\u7d72\u7684\u6a21\u578b\u4e5f\u7b97\u662f\u7a69\u5b9a\u7684<\/p>\n<p><a href=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_side-1.png\"><img loading=\"lazy\" class=\"size-full wp-image-85768 aligncenter\" src=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_side-1.png\" alt=\"\" width=\"1056\" height=\"521\" srcset=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_side-1.png 1056w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_side-1-300x148.png 300w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_side-1-1024x505.png 1024w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_side-1-768x379.png 768w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_side-1-360x178.png 360w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_side-1-1000x493.png 1000w\" sizes=\"(max-width: 1056px) 100vw, 1056px\" \/><\/a><\/p>\n<hr \/>\n<p>&nbsp;<\/p>\n<ul>\n<li>\u89c0\u5bdfHeatmap\uff0cAI\u6240\u95dc\u6ce8\u7684\u7279\u5fb5\u4e5f\u78ba\u5be6\u6709\u5728\u87ba\u7d72\u5b54\u662f\u5426\u6709\u87ba\u7d72\u4e0a\uff0c\u4f46\u662f\u5c07\u6a21\u578b\u5176\u532f\u5165\u624b\u81c2\u9032\u884c\u6e2c\u8a66\u6642\uff0c\u6709\u4e9b\u89d2\u5ea6\u7684\u87ba\u7d72\u5b54\u5bb9\u6613\u53d7\u6846\u9078\u7684ROI\u5f71\u97ff\u800c\u8fa8\u8b58\u932f\u8aa4\uff0c\u8868\u793a\u6b64\u6a21\u578b\u4e0d\u5920\u7a69\u5b9a\uff0c\u8cc7\u6599\u91cf\u4e5f\u4e0d\u5920\u591a<\/li>\n<li>\u5efa\u8b70\u5c07\u4e0a\u62cd\u87ba\u7d72\u7684\u5716\u4e00\u8d77\u8003\u616e\u9032\u53bb\uff0c\u9032\u884c\u8a13\u7df4\uff0c\u4ee5\u6b64\u7372\u5f97\u76f8\u5c0d\u7a69\u5b9a\u7684\u6a21\u578b\uff0c\u4e5f\u53ef\u4ee5\u7d50\u5408\u4ee5\u5f80\u95dc\u65bc\u87ba\u7d72\u9396\u9644\u7684\u8cc7\u6599\uff0c\u5c31\u80fd\u8a13\u7df4\u51fa\u6bd4\u8f03\u7a69\u5065\u7684\u6a21\u578b\uff0c\u5982\u6b64\u4e00\u4f86\uff0c\u6b64\u6a21\u578b\u5c31\u80fd\u904b\u7528\u5728\u6b64\u96fb\u63a7\u7bb1\u4e0a\u7684\u591a\u6578\u87ba\u7d72\u5b54\u4f4d\u4e0a<\/li>\n<li>\u8003\u91cf\u8f03\u591a\u8cc7\u6599\u6240\u8a13\u7df4\u51fa\u4f86\u7684\u6a21\u578b\uff0c\u5728\u5207\u63db\u624b\u81c2\u53ca\u74b0\u5883\u5f8c\uff0c\u4e5f\u80fd\u7a69\u5b9a\u7684\u5224\u65b7\u87ba\u7d72\u5b54\u662f\u5426\u6709\u87ba\u7d72<\/li>\n<\/ul>\n<hr \/>\n<h3>TM AI+-\u6392\u7dda\u6709\u6c92\u6709\u63a5\u901a\u6b63\u78ba<\/h3>\n<p>\u4ee5\u4e0a\u8ff0\u6536\u5716\u65b9\u5f0f\u9032\u884c\u7b2c\u4e00\u6b21\u8a13\u7df4\uff0ctraining progress\u8f03\u524d\u9762\u7684\u5e7e\u7a2e\u60c5\u5f62\u4e0d\u7a69\u5b9a\u4e00\u4e9b<\/p>\n<p><a href=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_cable.png\"><img loading=\"lazy\" class=\"size-full wp-image-85774 aligncenter\" src=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_cable.png\" alt=\"\" width=\"998\" height=\"495\" srcset=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_cable.png 998w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_cable-300x149.png 300w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_cable-768x381.png 768w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_cable-360x179.png 360w\" sizes=\"(max-width: 998px) 100vw, 998px\" \/><\/a><\/p>\n<hr \/>\n<p>\u89c0\u5bdfHeatmap\uff0c\u7121\u6cd5\u78ba\u5b9aOK\u6709\u4ea4\u758a\u4e4b\u60c5\u5f62\u8207CROSS\u7684\u60c5\u5f62\u662f\u5426\u6709\u88abAI\u5b78\u7fd2\u51fa\u4f86\uff0c\u9700\u8981\u532f\u5165\u624b\u81c2\u9032\u884c\u5be6\u969b\u7684\u6e2c\u8a66<\/p>\n<p><a href=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_cable_1.png\"><img loading=\"lazy\" class=\"size-full wp-image-85780 aligncenter\" src=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_cable_1.png\" alt=\"\" width=\"625\" height=\"601\" srcset=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_cable_1.png 625w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_cable_1-300x288.png 300w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_cable_1-360x346.png 360w\" sizes=\"(max-width: 625px) 100vw, 625px\" \/><\/a><\/p>\n<hr \/>\n<p>1.\u532f\u5165\u624b\u81c2\u9032\u884c\u6e2c\u8a66\u4e4b\u5f8c\uff0c\u53ef\u4ee5\u767c\u73feCROSS\u4e0b\u7684\u5169\u689d\u7dda\u4ea4\u932f\u5bb9\u6613\u5224\u5b9a\u70baOK\uff0c\u4e09\u689d\u7dda\u53ca\u56db\u689d\u7dda\u4ea4\u932f\u7684\u5247\u6c92\u6709\u554f\u984c<\/p>\n<p>2.\u800cNG\u60c5\u5f62\u4e0b\uff0c\u7dda\u4e26\u6392\u672a\u63d2\u5165\u4e5f\u5bb9\u6613\u88ab\u5224\u5b9a\u70baNG<\/p>\n<p>3.OK\u60c5\u5f62\u4e0b\uff0c\u82e5\u662f\u5b58\u5728\u4ea4\u758a\u4e5f\u5bb9\u6613\u5224\u70baCROSS<\/p>\n<p><a href=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_cable_2.png\"><img loading=\"lazy\" class=\"size-full wp-image-85786 aligncenter\" src=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_cable_2.png\" alt=\"\" width=\"1214\" height=\"466\" srcset=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_cable_2.png 1214w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_cable_2-300x115.png 300w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_cable_2-1024x393.png 1024w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_cable_2-768x295.png 768w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_cable_2-360x138.png 360w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_cable_2-1000x384.png 1000w\" sizes=\"(max-width: 1214px) 100vw, 1214px\" \/><\/a><\/p>\n<hr \/>\n<p>\u5c07\u8aa4\u5224\u7684\u60c5\u5f62\u9032\u884c\u6536\u5716\u7d0420\u5f35\u5de6\u53f3\uff0c\u91cd\u65b0\u8a13\u7df4\u5f8c\uff0c\u4f9d\u820a\u672a\u80fd\u6539\u5584\u554f\u984c\uff0c\u751a\u81f3\u672a\u80fd\u6536\u6582\u51fa\u8f03\u6b63\u78ba\u7684\u7d50\u679c<\/p>\n<p><a href=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_cable_3.png\"><img loading=\"lazy\" class=\"size-full wp-image-85792 aligncenter\" src=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_cable_3.png\" alt=\"\" width=\"1116\" height=\"551\" srcset=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_cable_3.png 1116w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_cable_3-300x148.png 300w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_cable_3-1024x506.png 1024w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_cable_3-768x379.png 768w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_cable_3-360x178.png 360w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_cable_3-1000x494.png 1000w\" sizes=\"(max-width: 1116px) 100vw, 1116px\" \/><\/a><\/p>\n<hr \/>\n<p>\u6240\u4ee5\u6211\u5011\u5c07\u6a21\u578b\u9078\u64c7\u7531Regular\u6539\u70baUltra\u9032\u884c\u8a13\u7df4\uff0c\u9032\u884c\u8cc7\u6599\u589e\u91cf\uff0c\u4ee5\u53ca\u4e9b\u5fae\u7684\u53c3\u6578\u8abf\u6574\uff0c\u4f7f\u5176\u8003\u91cf\u66f4\u591a\u7684\u8b8a\u5316<\/p>\n<p><a href=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_cable_4.png\"><img loading=\"lazy\" class=\"size-full wp-image-85798 aligncenter\" src=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_cable_4.png\" alt=\"\" width=\"999\" height=\"491\" srcset=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_cable_4.png 999w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_cable_4-300x147.png 300w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_cable_4-768x377.png 768w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_cable_4-360x177.png 360w\" sizes=\"(max-width: 999px) 100vw, 999px\" \/><\/a><\/p>\n<hr \/>\n<p>1.Epochs\u753130\u52a0\u5230100\uff0c\u4f7f\u5176\u6709\u6a5f\u6703\u627e\u5230\u6536\u6582\u7684\u7d50\u679c<\/p>\n<p>2.Batch Size\u7531\u8a2d\u5b9a\u7684\u5c0f\u4e00\u4e9b\uff0c\u4f7f\u5176\u540c\u6642\u4e0d\u6703\u770b\u592a\u591a\u53ef\u80fd\u6027\uff0c\u800c\u5c0e\u81f4\u7121\u6cd5\u6536\u6582<\/p>\n<p>3.Learning Rate\u5fae\u8abf\u4f4e\u4e00\u4e9b\uff0c\u4f7f\u5176\u8f03\u6709\u6a5f\u6703\u8d70\u5230\u8f03\u4f4e\u7684Loss<\/p>\n<p><a href=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_cable_5.png\"><img loading=\"lazy\" class=\"size-full wp-image-85804 aligncenter\" src=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_cable_5.png\" alt=\"\" width=\"1330\" height=\"266\" srcset=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_cable_5.png 1330w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_cable_5-300x60.png 300w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_cable_5-1024x205.png 1024w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_cable_5-768x154.png 768w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_cable_5-360x72.png 360w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_cable_5-1000x200.png 1000w\" sizes=\"(max-width: 1330px) 100vw, 1330px\" \/><\/a><\/p>\n<hr \/>\n<p>\u8abf\u6574\u5f8c\u7684training progress\u6709\u627e\u5230\u8f03\u4f4e\u7684Loss\uff0c\u4e5f\u51fa\u73fe\u4e00\u4e9b\u767e\u5206\u4e4b\u767e\u7684Accuracy\uff0c\u4f46\u662f\u9084\u4e0d\u80fd\u78ba\u5b9a\u8a13\u7df4\u51fa\u4f86\u7684\u6a21\u578b\u70ba\u5408\u7406\u7684<a href=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_cable_6.png\"><img loading=\"lazy\" class=\"size-full wp-image-85810 aligncenter\" src=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_cable_6.png\" alt=\"\" width=\"1050\" height=\"518\" srcset=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_cable_6.png 1050w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_cable_6-300x148.png 300w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_cable_6-1024x505.png 1024w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_cable_6-768x379.png 768w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_cable_6-360x178.png 360w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_cable_6-1000x493.png 1000w\" sizes=\"(max-width: 1050px) 100vw, 1050px\" \/><\/a><\/p>\n<hr \/>\n<p>\u518d\u5c07\u6b64\u6a21\u578b\u532f\u5165\u624b\u81c2\u6e2c\u8a66\uff0c\u6539\u5584\u4e86\u4ee5\u4e0b\u554f\u984c<\/p>\n<ul>\n<li>NG\u7684\u60c5\u5f62\u4e0d\u6703\u518d\u8aa4\u5224\u70baOK<\/li>\n<li>CROSS\u7684\u60c5\u5f62\u4e0d\u6703\u518d\u8aa4\u5224\u70baOK<\/li>\n<\/ul>\n<p>OK\u60c5\u5f62\u4e0b\uff0c\u82e5\u662f\u5e36\u6709\u4ea4\u758a\u7684\u554f\u984c\uff0c\u4f9d\u820a\u7121\u6cd5\u8fa8\u8b58\u51fa\u4f86<\/p>\n<p>\u5efa\u8b70\u5c07OK\u82e5\u662f\u6709\u4ea4\u758a\u7684\u60c5\u5f62\u7576\u4f5c\u662fCROSS\uff0c\u7576\u6aa2\u6e2c\u51fa\u4f86\u70baCROSS\u4f9d\u820a\u9700\u8981\u6aa2\u9a57\u4eba\u54e1\u9032\u884c\u8abf\u6574<\/p>\n<p>\u56e0\u6b64\u5c07\u554f\u984c\u6539\u5206\u985e\u70ba\u4e0b\u5217\u60c5\u5f62 :<\/p>\n<ul>\n<li>\u4e00\u4e00\u5c0d\u61c9\uff0c\u7dda\u9700\u8981\u689d\u689d\u5206\u660e\uff0c\u8996\u70baOK<\/li>\n<li>\u7dda\u982d\u78ba\u5be6\u63d2\u5165\uff0c\u4f46\u662f\u4ea4\u932f\u6216\u662f\u51fa\u73fe\u7bc0\u9ede\u8996\u70baCROSS<\/li>\n<li>\u7dda\u982d\u672a\u78ba\u5be6\u63d2\u5165\uff0c\u8996\u70baNG<\/li>\n<\/ul>\n<hr \/>\n<p>\u91cd\u65b0\u8abf\u6574\u5206\u985e\u7684\u60c5\u5f62\u5f8c\uff0c\u9032\u884c\u6a21\u578b\u8a13\u7df4\uff0c\u4e26\u89c0\u5bdfHeatmap\uff0c\u767c\u73feAI\u80fd\u6b63\u78ba\u5b78\u7fd2\u51fa\u7dda\u8207\u7dda\u4ea4\u932f\u6240\u5c0e\u81f4\u7684\u7bc0\u9ede\uff0c\u4ee5\u53ca\u672a\u78ba\u5be6\u63d2\u5165\u800c\u9732\u51fa\u6d1e\u53e3\u7684\u60c5\u5f62<\/p>\n<p>\u6700\u5f8c\u532f\u5165\u624b\u81c2\u4ee5\u53ca\u6539\u8b8a\u74b0\u5883\u9032\u884c\u6e2c\u8a66\uff0c\u5747\u80fd\u7a69\u5b9a\u904b\u884c<\/p>\n<p>&nbsp;<\/p>\n<p><a href=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_cable_new-1.png\"><img loading=\"lazy\" class=\"size-full wp-image-86277 aligncenter\" src=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_cable_new-1.png\" alt=\"\" width=\"1340\" height=\"579\" srcset=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_cable_new-1.png 1340w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_cable_new-1-300x130.png 300w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_cable_new-1-1024x442.png 1024w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_cable_new-1-768x332.png 768w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_cable_new-1-360x156.png 360w, https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/ai_cable_new-1-1000x432.png 1000w\" sizes=\"(max-width: 1340px) 100vw, 1340px\" \/><\/a><\/p>\n<hr \/>\n<h2>Tip<\/h2>\n<ul>\n<li>\u6536\u5716\u6642\u53ef\u4ee5\u5148\u653630\u5f35\u5de6\u53f3\u9032\u884c\u8a13\u7df4\uff0c\u63a5\u8457\u532f\u5165\u624b\u81c2\u6e2c\u8a66\uff0c\u5982\u9047\u5224\u5b9a\u932f\u8aa4\u4e4b\u60c5\u5f62\uff0c\u53ef\u5c07\u932f\u8aa4\u60c5\u5f62\u518d\u6536\u53d620\u5f35\u9032\u884c\u6e2c\u8a66<\/li>\n<li>\u6a21\u578b\u8a13\u7df4\u7d50\u679c\u4e0d\u7406\u60f3\uff0c\u53ef\u4ee5\u6539\u7528Ultra\u6a21\u578b\u9032\u884c\u8a13\u7df4\uff0c\u4e26\u9069\u7576\u8abf\u6574augmentation\uff0c\u8003\u91cf\u7269\u9ad4\u53ef\u80fd\u6709\u5c0d\u7a31\uff0c\u6216\u662f\u7e2e\u653e\u7684\u60c5\u5f62<\/li>\n<li>\u6a21\u578b\u8a13\u7df4\u4e0d\u7a69\u5b9a\uff0c\u53ef\u4ee5\u5c07Epoch\u589e\u52a0\u81f350\u81f3100\uff0c\u4f7f\u5176\u6709\u6a5f\u6703\u627e\u5230\u6536\u6582\u7684\u7d50\u679c\uff0cLearning\u53ef\u4ee5\u8abf\u964d\u81f30.00008\u5de6\u53f3\uff0c\u4f7f\u5176\u6709\u6a5f\u6703\u627e\u5230\u8f03\u4f4e\u7684Loss<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>\u6b64\u6587\u7ae0\u4e4b\u7bc4\u4f8b\u9069\u7528\u65bc\u4e0b\u5217\u689d\u4ef6: \u786c\u9ad4\u9700\u6c42 : Advantech AIR 300 Training server [&hellip;]<\/p>\n","protected":false},"author":7791,"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>TM AI+ Classification\u61c9\u7528\u7bc4\u4f8b \u2013 \u96fb\u63a7\u7bb1\u6aa2\u6e2c | 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=\"TM AI+ Classification\u61c9\u7528\u7bc4\u4f8b \u2013 \u96fb\u63a7\u7bb1\u6aa2\u6e2c | Techman Robot\" \/>\n<meta property=\"og:description\" content=\"\u6b64\u6587\u7ae0\u4e4b\u7bc4\u4f8b\u9069\u7528\u65bc\u4e0b\u5217\u689d\u4ef6: \u786c\u9ad4\u9700\u6c42 : Advantech AIR 300 Training server [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www2.tm-robot.com\/zh-hant\/docs\/\u5982\u4f55\u4f7f\u7528ai-classification\u529f\u80fd-\u4ee5\u96fb\u63a7\u7bb1\u6aa2\u6e2c\u70ba\u4f8b\/\" \/>\n<meta property=\"og:site_name\" content=\"Techman Robot\" \/>\n<meta property=\"article:modified_time\" content=\"2023-07-11T01:27:27+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/tm-robot.oss-cn-hongkong.aliyuncs.com\/wp-content\/uploads\/2023\/02\/\u96fb\u63a7\u7bb1.png\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Organization\",\"@id\":\"https:\/\/www.tm-robot.com.cn\/de\/#organization\",\"name\":\"Techman 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Applications\",\"publisher\":{\"@id\":\"https:\/\/www.tm-robot.com.cn\/de\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/www.tm-robot.com.cn\/de\/?s={search_term_string}\"},\"query-input\":\"required 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