{"id":1585,"date":"2021-08-05T02:32:31","date_gmt":"2021-08-04T18:32:31","guid":{"rendered":"https:\/\/blog.adlinktech.com\/?p=1585"},"modified":"2022-04-25T14:25:10","modified_gmt":"2022-04-25T06:25:10","slug":"machine-vision-tensorflow-for-factory-floor","status":"publish","type":"post","link":"https:\/\/blog.adlinktech.com\/cn\/2021\/08\/05\/%e6%9c%ba%e5%99%a8%e8%a7%86%e8%a7%89-%e5%bc%a0%e9%87%8f%e6%b5%81-%e5%b7%a5%e5%8e%82%e8%bd%a6%e9%97%b4\/","title":{"rendered":"\u673a\u5668\u89c6\u89c9\uff1a\u5c06\u5de5\u5382\u8f66\u95f4\u7684\u5de5\u4e1a\u673a\u5668\u8fde\u63a5\u5230 TensorFlow"},"content":{"rendered":"<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">TensorFlow \u4e13\u5bb6\u6b63\u5728\u6784\u5efa\u60ca\u4eba\u7684\u6a21\u578b\u3002\u4f7f\u7528 Google Brain \u56e2\u961f\u5f00\u53d1\u7684\u5f00\u6e90\u673a\u5668\u5b66\u4e60\u5e73\u53f0\uff0cTensorFlow \u6b63\u5728\u4e3a\u4f01\u4e1a\u63d0\u4f9b\u57fa\u4e8e\u6587\u672c\u3001\u8bed\u97f3\u641c\u7d22\u548c\u9762\u90e8\u8bc6\u522b\u7684\u89e3\u51b3\u65b9\u6848\u3002 TensorFlow \u4e5f\u53ef\u4ee5\u4f5c\u4e3a\u5b9e\u65f6\u5bf9\u8c61\u68c0\u6d4b\u548c\u5236\u9020\u4e2d\u5176\u4ed6\u673a\u5668\u89c6\u89c9\u7528\u4f8b\u7684\u57fa\u7840\u3002\u4f8b\u5982\uff0c\u60a8\u521b\u5efa\u7684 TensorFlow \u6a21\u578b\u53ef\u4ee5\u4e3a\u673a\u5668\u4eba\u5f15\u5bfc\u7cfb\u7edf\u63d0\u4f9b\u52a8\u529b\uff0c\u4fc3\u8fdb\u9ad8\u6548\u7684\u68c0\u67e5\u548c\u88c5\u914d\u9a8c\u8bc1\u89e3\u51b3\u65b9\u6848\uff0c\u5b9e\u73b0\u667a\u80fd\u5e93\u5b58\u548c\u8d44\u4ea7\u63a7\u5236\u7cfb\u7edf\uff0c\u5e76\u4f18\u5316\u673a\u5668\u6027\u80fd\u3002\u6b64\u5916\uff0c\u5b83\u4eec\u6709\u53ef\u80fd\u5e2e\u52a9\u5236\u9020\u5546\u63d0\u9ad8\u4ea7\u54c1\u8d28\u91cf\u3001\u81ea\u52a8\u5316\u91cd\u590d\u6027\u4efb\u52a1\u4ee5\u63d0\u9ad8\u8fd0\u8425\u6548\u7387\u5e76\u907f\u514d\u505c\u673a\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f46\u662f\uff0c\u4ece\u60a8\u521b\u5efa\u7684\u4f18\u96c5\u7684 TensorFlow \u6a21\u578b\u4e2d\u63d0\u4f9b\u6700\u5927\u4ef7\u503c\u662f\u6709\u95ee\u9898\u7684\u3002\u60a8\u9700\u8981\u627e\u5230\u4e00\u79cd\u65b9\u6cd5\u5c06\u60a8\u7684 TensorFlow \u6a21\u578b\u8fde\u63a5\u5230\u5236\u9020\u5546\u7684\u673a\u5668\uff0c\u4ee5\u4fbf\u4ed6\u4eec\u5b9e\u9645\u6267\u884c\u67d0\u4e9b\u64cd\u4f5c\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\" style=\"line-height:2.5\"><\/p>\n\n\n\n<p class=\"has-medium-font-size wp-block-paragraph\" style=\"line-height:1.5\"><\/p>\n\n\n\n<h3 class=\"has-black-color has-text-color wp-block-heading\"><strong>\u5177\u6709\u81ea\u52a8\u5316\u529f\u80fd\u7684\u673a\u5668\u89c6\u89c9\u5f88\u590d\u6742 <\/strong><\/h3>\n\n\n\n<p class=\"has-normal-font-size wp-block-paragraph\">\u5728\u73b0\u5b9e\u751f\u6d3b\u4e2d\u7684\u5de5\u4e1a\u73af\u5883\u4e2d\u90e8\u7f72 TensorFlow \u6a21\u578b\u5e76\u8ba9\u5b83\u4eec\u89e6\u53d1\u9002\u5f53\u7684\u64cd\u4f5c\u662f\u4e00\u4e2a\u590d\u6742\u7684\u591a\u6b65\u9aa4\u8fc7\u7a0b\u3002\u5f00\u53d1\u6a21\u578b\u540e\uff0c\u60a8\u9700\u8981\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>\u8bad\u7ec3\u5b83<\/li><li>\u90e8\u7f72\u5b83<\/li><li>\u542f\u7528\u89c6\u9891\u6d41<\/li><li>\u5f00\u53d1\u4f7f\u7528\u63a8\u7406\u6570\u636e\u751f\u6210\u6240\u9700\u8f93\u51fa\u7684\u5e94\u7528\u7a0b\u5e8f<\/li><li>\u521b\u5efa\u5408\u9002\u7684\u7528\u6237\u754c\u9762<\/li><li>\u542f\u7528 PLC \u8fde\u63a5<\/li><\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u8be5\u8fc7\u7a0b\u4e2d\u4e00\u4e9b\u6700\u5e38\u89c1\u7684\u969c\u788d\u5305\u62ec\uff1a<\/p>\n\n\n\n<p class=\"has-text-align-left has-normal-font-size wp-block-paragraph\" style=\"line-height:0\"><strong>1. \u83b7\u53d6\u8bad\u7ec3\u6570\u636e<\/strong><\/p>\n\n\n\n<p class=\"has-text-align-left wp-block-paragraph\">\u5236\u9020\u4e1a\u52a1\u53ef\u4ee5\u4f7f\u7528\u6765\u81ea\u4e0d\u540c\u4f9b\u5e94\u5546\u7684 IT \u548c OT \u89e3\u51b3\u65b9\u6848\uff0c\u8fd9\u4e9b\u89e3\u51b3\u65b9\u6848\u4f1a\u4ea7\u751f\u591a\u4e2a\u6570\u636e\u6d41\uff0c\u6570\u636e\u901a\u5e38\u4ee5\u4e0d\u540c\u7684\u65b9\u5f0f\u683c\u5f0f\u5316\u3002\u4f46\u662f\uff0c\u8981\u8bad\u7ec3\u548c\u6d4b\u8bd5 TensorFlow \u6a21\u578b\uff0c\u60a8\u9700\u8981\u8bbf\u95ee\u7cfb\u7edf\u4f7f\u7528\u7684\u6240\u6709\u7c7b\u578b\u7684\u6570\u636e\uff0c\u4ee5\u4fbf\u60a8\u7684\u6a21\u578b\u5728\u5b9e\u9645\u64cd\u4f5c\u4e2d\u6709\u6548\u8fd0\u884c\u3002\u8fdb\u4e00\u6b65\u52a0\u5267\u8fd9\u4e00\u6311\u6218\u7684\u662f\uff0c\u64cd\u4f5c\u53ef\u80fd\u4f1a\u4f7f\u7528\u4ea7\u751f\u91cd\u8981\u6570\u636e\u4f46\u4e0d\u63d0\u4f9b\u8fde\u63a5\u5230\u7f51\u7edc\u7684\u7b80\u5355\u65b9\u6cd5\u7684\u4f20\u7edf\u8bbe\u5907\u3002\u60a8\u9700\u8981\u4e00\u79cd\u65b9\u6cd5\u6765\u7ed1\u5b9a\u6240\u6709\u6570\u636e\u6d41\uff0c\u5e76\u5141\u8bb8\u6570\u636e\u5728\u6a21\u578b\u8bad\u7ec3\u548c\u6d4b\u8bd5\u671f\u95f4\u4ee5\u53ca\u6b63\u5728\u8fdb\u884c\u7684\u64cd\u4f5c\u671f\u95f4\u81ea\u7531\u6d41\u52a8\u3002<\/p>\n\n\n\n<p class=\"has-text-align-left wp-block-paragraph\"><strong>2. \u5728\u8fb9\u7f18\u90e8\u7f72 TensorFlow \u6a21\u578b<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5728\u5b9e\u9645\u5e94\u7528\u4e2d\uff0c\u6700\u597d\u7684\u7b56\u7565\u53ef\u80fd\u662f\u901a\u8fc7 TensorFlow Lite \u5728\u5d4c\u5165\u5f0f\u3001\u7269\u8054\u7f51 (IoT) \u6216\u5176\u4ed6\u8fb9\u7f18\u8bbe\u5907\u4e2d\u90e8\u7f72\u60a8\u7684 TensorFlow \u6a21\u578b\u3002\u8fb9\u7f18\u7684\u673a\u5668\u5b66\u4e60\u529f\u80fd\u53ef\u4ee5\u51cf\u5c11\u5ef6\u8fdf\u5e76\u63d0\u9ad8\u53ef\u9760\u6027\uff0c\u4f46\u60a8\u9700\u8981\u4e3a\u60a8\u7684\u7cfb\u7edf\u9009\u62e9\u80fd\u591f\u627f\u53d7\u6076\u52a3\u5de5\u4e1a\u73af\u5883\u7684\u7ec4\u4ef6\uff0c\u540c\u65f6\u6ee1\u8db3\u6240\u6709\u5fc5\u8981\u7684\u5904\u7406\u548c\u7535\u6e90\u8981\u6c42\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>3. \u5c06\u63a8\u7406\u6570\u636e\u8f6c\u6362\u4e3a\u81ea\u52a8\u5316\u548c\u63a7\u5236\u8bbe\u5907<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e00\u65e6\u60a8\u7684 TensorFlow \u6a21\u578b\u6210\u529f\u8bad\u7ec3\uff0c\u60a8\u8fd8\u9700\u8981\u8bbe\u8ba1\u4e00\u79cd\u6709\u6548\u7684\u65b9\u6cd5\u6765\u6839\u636e\u63a8\u7406\u6570\u636e\u81ea\u52a8\u5316\u8bbe\u5907\u529f\u80fd\uff0c\u4f8b\u5982\u8bc6\u522b\u7f3a\u9677\u5e76\u5411\u4f20\u9001\u5e26\u7684\u63a7\u5236\u5668\u53d1\u9001\u6d88\u606f\u4ee5\u4f7f\u5176\u51cf\u901f\u6216\u505c\u6b62\u3002\u60a8\u7684\u6a21\u578b\u5fc5\u987b\u4e0e\u5de5\u4e1a\u8bbe\u5907\u201c\u5bf9\u8bdd\u201d\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\" style=\"line-height:2.5\"><\/p>\n\n\n\n<p class=\"has-medium-font-size wp-block-paragraph\" style=\"line-height:1.5\"><\/p>\n\n\n\n<h3 class=\"has-black-color has-text-color wp-block-heading\"><strong>\u5728\u5de5\u5382\u8f66\u95f4\u8fd0\u884c TensorFlow \u7684\u6700\u4f73\u65b9\u5f0f<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u5982\u679c\u60a8\u7684\u4e13\u957f\u9886\u57df\u662f TensorFlow\uff0c\u90a3\u4e48\u60a8\u7684\u4e13\u957f\u5f88\u53ef\u80fd\u4e0d\u662f\u8ba1\u7b97\u673a\u6570\u63a7 (CNC) \u673a\u5668\u3002\u4efb\u4f55\u65f6\u5019\u5f00\u53d1\u4eba\u5458\u9700\u8981\u83b7\u5f97\u4e13\u4e1a\u77e5\u8bc6\u624d\u80fd\u4f7f\u7cfb\u7edf\u6b63\u5e38\u5de5\u4f5c\uff0c\u6709\u4e24\u79cd\u9009\u62e9\uff1a\u5bfb\u627e\u65b0\u8d44\u6e90\u6216\u4e0e\u4e13\u5bb6\u5408\u4f5c\u3002\u5f53\u60a8\u6b63\u5728\u6784\u5efa\u4e00\u4e2a\u7cfb\u7edf\u4ee5\u5229\u7528 TensorFlow \u8fdb\u884c\u5de5\u4e1a\u7528\u4f8b\u65f6\uff0c\u5408\u4f5c\u53ef\u80fd\u662f\u66f4\u65b9\u4fbf\u7684\u9014\u5f84\uff0c\u5c24\u5176\u662f\u5f53\u60a8\u53ef\u4ee5\u9009\u62e9\u4e0e\u751f\u6d3b\u548c\u547c\u5438\u673a\u68b0\u548c\u5d4c\u5165\u5f0f AI \u7684\u4f01\u4e1a\u5408\u4f5c\u65f6\u3002\u6709\u4e86\u51cc\u534e\u79d1\u6280\uff0c\u5b83\u751a\u81f3\u4ee5\u6211\u4eec\u7684\u540d\u4e49\u2014\u2014\u81ea\u4e3b\u8bbe\u5907\u94fe\u63a5\u3002\u6211\u4eec\u968f\u65f6\u51c6\u5907\u4e3a\u60a8\u63d0\u4f9b\u66f4\u5feb\u5730\u6784\u5efa\u3001\u6d4b\u8bd5\u548c\u90e8\u7f72 TensorFlow \u89e3\u51b3\u65b9\u6848\u6240\u9700\u7684\u5de5\u5177\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6211\u4eec\u6709\u8fb9\u7f18\u89e3\u51b3\u65b9\u6848\uff0c\u53ef\u4ee5\u89e3\u51b3\u5f00\u53d1\u4eba\u5458\u5728\u4f7f TensorFlow \u6a21\u578b\u9002\u7528\u4e8e\u5236\u9020\u5546\u65f6\u9047\u5230\u7684\u5e38\u89c1\u75db\u70b9\u3002\u6211\u4eec\u7684\u89e3\u51b3\u65b9\u6848\u4f7f\u60a8\u80fd\u591f\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>\u8bb0\u5f55\u3001\u6355\u83b7\u548c\u6d41\u5f0f\u4f20\u8f93\u6765\u81ea\u5de5\u4e1a\u76f8\u673a\u7684\u56fe\u50cf\uff0c\u4ee5\u8bad\u7ec3\u548c\u6d4b\u8bd5\u60a8\u7684\u6a21\u578b\u3002<\/li><li>\u8fde\u63a5\u4efb\u4f55\u4f9b\u5e94\u5546\u7684\u4efb\u4f55\u76f8\u673a\u4ee5\u4f7f\u7528\u6765\u81ea\u591a\u4e2a\u6765\u6e90\u7684\u56fe\u50cf\u6570\u636e\u3002<\/li><li>\u901a\u8fc7\u4e00\u952e\u5f0f\u90e8\u7f72\uff0c\u5728\u9760\u8fd1\u6570\u636e\u6e90\u7684\u8fb9\u7f18\u90e8\u7f72\u60a8\u7684\u6a21\u578b\u3002<\/li><li>\u8fde\u63a5 - \u5f00\u7bb1\u5373\u7528 - 150 \u591a\u4e2a OT \u63a7\u5236\u7cfb\u7edf\u4e2d\u7684\u4efb\u4f55\u4e00\u4e2a\u3002<\/li><li>\u4f7f\u7528 JavaScript \u6216 C++ \u6784\u5efa\u60a8\u81ea\u5df1\u7684\u5e94\u7528\u7a0b\u5e8f\u3002<\/li><\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u60a8\u8fd8\u53ef\u4ee5\u4e0e\u719f\u6089\u4e3a\u5236\u9020\u5b9e\u65bd TensorFlow \u6a21\u578b\u7684\u5408\u4f5c\u4f19\u4f34\u5408\u4f5c\u3002\u4f8b\u5982\uff0c\u6211\u4eec\u5df2\u7ecf\u770b\u5230\u5408\u4f5c\u4f19\u4f34\u901a\u8fc7\u6784\u5efa TensorFlow \u6a21\u578b\u4f46\u5728\u82f1\u7279\u5c14\u7684 OpenVINO \u4e0a\u8fd0\u884c\u5b83\u6765\u6210\u529f\u52a0\u901f\u7cfb\u7edf\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u51cc\u534e\u79d1\u6280 Data River\u2122 \u8fde\u63a5\u5e76\u96c6\u6210\u4e86\u673a\u5668\u5b66\u4e60\u5e73\u53f0\u3001\u795e\u7ecf\u7f51\u7edc\u3001\u673a\u5668\u89c6\u89c9\u7cfb\u7edf\u3001\u4e91\u795e\u7ecf\u3001\u5de5\u4e1a\u76f8\u673a\u548c\u5236\u9020\u8bbe\u5907\u2014\u2014\u5728\u4efb\u4f55\u9700\u8981\u7684\u5730\u65b9\u5b9e\u65f6\u4f20\u8f93\u6570\u636e\u3002&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6211\u4eec\u7684\u4ea4\u94a5\u5319 <a rel=\"noreferrer noopener\" href=\"https:\/\/www.adlinktech.com\/en\/ADLINK-Edge-IoT\" data-type=\"URL\" data-id=\"https:\/\/www.adlinktech.com\/en\/ADLINK-Edge-IoT\" target=\"_blank\">\u51cc\u534e\u79d1\u6280Edge\u2122<\/a> \u673a\u5668\u89c6\u89c9 AI \u89e3\u51b3\u65b9\u6848\u5305\u62ec\u8fde\u63a5\u76f8\u673a\u3001\u534f\u52a9 TensorFlow \u6216\u5176\u4ed6 ML \u6a21\u578b\u4ee5\u53ca\u5b9e\u65f6\u6d41\u5f0f\u4f20\u8f93\u63a8\u7406\u6570\u636e\u6240\u9700\u7684\u6240\u6709\u786c\u4ef6\u548c\u8f6f\u4ef6\u3002\u8fd9\u79cd\u8fb9\u7f18\u89e3\u51b3\u65b9\u6848\u53ef\u5b9e\u73b0\u66f4\u5feb\u7684\u5904\u7406\u65f6\u95f4\u3001\u66f4\u4f4e\u7684\u5ef6\u8fdf\u548c\u8fb9\u7f18\u63a7\u5236\uff0c\u540c\u65f6\u964d\u4f4e\u80fd\u6e90\u9700\u6c42\uff0c\u5305\u62ec\u9884\u914d\u7f6e\u7684\u89e3\u51b3\u65b9\u6848\u2014\u2014\u56e0\u6b64\u65e0\u9700\u7f16\u7801\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\" style=\"line-height:2.5\"><\/p>\n\n\n\n<p class=\"has-medium-font-size wp-block-paragraph\" style=\"line-height:1.5\"><\/p>\n\n\n\n<h3 class=\"has-black-color has-text-color wp-block-heading\"><strong>\u8fd0\u884c TensorFlow \u6a21\u578b\u6240\u9700\u7684\u786c\u4ef6<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u5de5\u4e1a\u8fb9\u7f18\u786c\u4ef6\u662f\u5728\u5de5\u5382\u8f66\u95f4\u8fd0\u884c TensorFlow \u7684\u5173\u952e\u7ec4\u4ef6\u3002\u5f53\u7136 <a rel=\"noreferrer noopener\" href=\"https:\/\/www.adlinktech.com\/en\/Machine_Vision\" data-type=\"URL\" data-id=\"https:\/\/www.adlinktech.com\/en\/Machine_Vision\" target=\"_blank\">\u6211\u4eec\u4e3a\u60a8\u670d\u52a1<\/a> \u914d\u5907\u53ef\u7acb\u5373\u90e8\u7f72\u7684\u89c6\u89c9\u7cfb\u7edf\u3001\u56fe\u50cf\u91c7\u96c6\u5361\u548c\u667a\u80fd\u76f8\u673a\uff0c\u53ef\u5728\u6076\u52a3\u6761\u4ef6\u4e0b\u8fdb\u884c\u8fb9\u7f18\u8ba1\u7b97\u3002\u60a8\u9700\u8981\u786e\u4fdd\u5728 Intel\u3001NVIDIA\u3001Camera Link\u3001GiGE \u6216\u6a21\u62df\u6807\u51c6\u652f\u6301\u4e4b\u95f4\u5177\u6709\u7075\u6d3b\u6027\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u60a8\u5728 TensorFlow \u4e2d\u6784\u5efa\u7684\u673a\u5668\u89c6\u89c9\u6a21\u578b\u6709\u53ef\u80fd\u4e3a\u5236\u9020\u5546\u63d0\u4f9b\u81ea\u52a8\u5316\u3001\u6548\u7387\u3001\u53ef\u89c1\u6027\u548c\u66f4\u5927\u7684\u7ade\u4e89\u529b\u7b49\u4f18\u52bf\u3002\u7136\u800c\uff0c\u4e3a\u4e86\u5b9e\u73b0\u6700\u5927\u4ef7\u503c\uff0c\u6a21\u578b\u5fc5\u987b\u662f\u4e3a\u64cd\u4f5c\u53ca\u5176\u73af\u5883\u8bbe\u8ba1\u7684\u6574\u4e2a\u7cfb\u7edf\u7684\u4e00\u90e8\u5206\uff0c\u5e76\u4e14\u80fd\u591f\u4e0e\u5236\u9020\u8bbe\u5907\uff08\u5305\u62ec\u65e7\u673a\u5668\uff09\u914d\u5408\u4f7f\u7528\u3002<\/p>\n\n\n\n<div class=\"wp-block-coblocks-author\"><figure class=\"wp-block-coblocks-author__avatar\"><img data-recalc-dims=\"1\" decoding=\"async\" alt=\"\u4e39\u5c3c\u5c14\u67ef\u6797\u65af\" class=\"wp-block-coblocks-author__avatar-img\" src=\"https:\/\/i0.wp.com\/blog.adlinktech.com\/wp-content\/uploads\/2020\/08\/0-4.jpg?w=723&#038;ssl=1\"\/><\/figure><div class=\"wp-block-coblocks-author__content\"><span class=\"wp-block-coblocks-author__name\">\u4e39\u5c3c\u5c14\u67ef\u6797\u65af<\/span><p class=\"wp-block-coblocks-author__biography\">\u51cc\u534e\u79d1\u6280\u8fb9\u7f18\u89e3\u51b3\u65b9\u6848\u9ad8\u7ea7\u603b\u76d1<\/p>\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link\" href=\"https:\/\/www.linkedin.com\/in\/danpcoll\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u9886\u82f1<\/a><\/div>\n<\/div><\/div>","protected":false},"excerpt":{"rendered":"<p>TensorFlow experts are building amazing models. Using the open source machine learning platform developed by the Google Brain Team, TensorFlow is making text-based, voice search, and facial recognition solutions possible for enterprises. TensorFlow can also be the basis for real-time object detection and other machine vision use cases in manufacturing. The TensorFlow models you create [&hellip;]<\/p>\n","protected":false},"author":188103281,"featured_media":1633,"comment_status":"open","ping_status":"open","sticky":true,"template":"","format":"standard","meta":{"_stc_notifier_status":"sent","_stc_notifier_sent_time":"2022-03-29 15:20:02","_stc_notifier_request":false,"_stc_notifier_prevent":false,"_stc_subscriber_keywords":"","_stc_subscriber_search_areas":"","_coblocks_attr":"","_coblocks_dimensions":"","_coblocks_responsive_height":"","_coblocks_accordion_ie_support":"","_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_feature_clip_id":0,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_publicize_message":"{title}\n\n{excerpt}\n\n{url}","jetpack_publicize_feature_enabled":true,"jetpack_social_post_already_shared":true,"jetpack_social_options":{"image_generator_settings":{"template":"highway","default_image_id":0,"font":"","enabled":false},"version":2},"_wpas_customize_per_network":false,"jetpack_post_was_ever_published":false},"categories":[1,702134936,702134933],"tags":[702134898,702134948,702134900,702134902],"class_list":["post-1585","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-uncategorized","category-japanese","category-traditional-chinese","tag-ai","tag-ai-machine-vision","tag-iot","tag-machine-vision","fallback-thumbnail"],"jetpack_publicize_connections":[],"jetpack_featured_media_url":"https:\/\/i0.wp.com\/blog.adlinktech.com\/wp-content\/uploads\/2021\/08\/Text_Tensorflow-for-the-Factory-Floor_ADLINK-Technology.png?fit=3334%2C1876&ssl=1","jetpack_likes_enabled":true,"jetpack_sharing_enabled":true,"jetpack_shortlink":"https:\/\/wp.me\/pc6JDC-pz","_links":{"self":[{"href":"https:\/\/blog.adlinktech.com\/cn\/wp-json\/wp\/v2\/posts\/1585","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/blog.adlinktech.com\/cn\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/blog.adlinktech.com\/cn\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/blog.adlinktech.com\/cn\/wp-json\/wp\/v2\/users\/188103281"}],"replies":[{"embeddable":true,"href":"https:\/\/blog.adlinktech.com\/cn\/wp-json\/wp\/v2\/comments?post=1585"}],"version-history":[{"count":31,"href":"https:\/\/blog.adlinktech.com\/cn\/wp-json\/wp\/v2\/posts\/1585\/revisions"}],"predecessor-version":[{"id":2619,"href":"https:\/\/blog.adlinktech.com\/cn\/wp-json\/wp\/v2\/posts\/1585\/revisions\/2619"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/blog.adlinktech.com\/cn\/wp-json\/wp\/v2\/media\/1633"}],"wp:attachment":[{"href":"https:\/\/blog.adlinktech.com\/cn\/wp-json\/wp\/v2\/media?parent=1585"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/blog.adlinktech.com\/cn\/wp-json\/wp\/v2\/categories?post=1585"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/blog.adlinktech.com\/cn\/wp-json\/wp\/v2\/tags?post=1585"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}