{"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\/tw\/2021\/08\/05\/machine-vision-tensorflow-for-factory-floor\/","title":{"rendered":"\u6a5f\u5668\u8996\u89ba\uff1a\u5c07\u5ee0\u5340\u5de5\u696d\u7528\u6a5f\u53f0\u9023\u63a5\u5230TensorFlow"},"content":{"rendered":"<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">TensorFlow \u5c08\u5bb6\u6b63\u5728\u69cb\u5efa\u9a5a\u4eba\u7684\u6a21\u578b\u3002\u4f7f\u7528 Google Brain \u5718\u968a\u958b\u767c\u7684\u958b\u6e90\u6a5f\u5668\u5b78\u7fd2\u5e73\u53f0\uff0c\u70ba\u4f01\u696d\u63d0\u4f9b\u57fa\u65bc\u6587\u5b57\u3001\u8a9e\u97f3\u641c\u5c0b\u548c\u81c9\u90e8\u8fa8\u8b58\u7684\u89e3\u6c7a\u65b9\u6848\u3002 TensorFlow \u4e5f\u53ef\u4ee5\u4f5c\u70ba\u5373\u6642\u7269\u9ad4\u6aa2\u6e2c\u548c\u88fd\u9020\u4e2d\u5176\u4ed6\u6a5f\u5668\u8996\u89ba\u61c9\u7528\u7684\u57fa\u790e\u3002\u4f8b\u5982\uff0c\u60a8\u5275\u5efa\u7684 TensorFlow \u6a21\u578b\u53ef\u4ee5\u70ba\u6a5f\u5668\u4eba\u5c0e\u5f15\u7cfb\u7d71\u63d0\u4f9b\u52d5\u529b\u3001\u4fc3\u9032\u9ad8\u6548\u7684\u6aa2\u67e5\u548c\u88dd\u914d\u9a57\u8b49\u89e3\u6c7a\u65b9\u6848\uff0c\u5be6\u73fe\u667a\u6167\u5009\u5132\u548c\u8cc7\u7522\u63a7\u5236\u7cfb\u7d71\uff0c\u4e26\u512a\u5316\u6a5f\u5668\u6027\u80fd\u3002 \u6b64\u5916\uff0c\u5b83\u5011\u6709\u671b\u5e6b\u52a9\u88fd\u9020\u5546\u63d0\u9ad8\u7522\u54c1\u54c1\u8cea\u3001\u81ea\u52d5\u5316\u91cd\u8907\u6027\u4efb\u52d9\u4ee5\u63d0\u9ad8\u71df\u904b\u6548\u7387\u4e26\u907f\u514d\u505c\u6a5f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7136\u800c\uff0c\u5f9e\u5275\u5efa\u7684TensorFlow \u6a21\u578b\u4e2d\u63d0\u4f9b\u6700\u5927\u50f9\u503c\u662f\u6709\u7384\u6a5f\u7684\u3002\u60a8\u9700\u8981\u627e\u5230\u4e00\u7a2e\u65b9\u6cd5\u5c07\u60a8\u7684 TensorFlow \u6a21\u578b\u9023\u63a5\u5230\u88fd\u9020\u5546\u7684\u6a5f\u5668\uff0c\u4ee5\u4fbf\u4ed6\u5011\u78ba\u5be6\u57f7\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\u52d5\u5316\u529f\u80fd\u7684\u6a5f\u5668\u8996\u89ba\u5f88\u8907\u96dc <\/strong><\/h3>\n\n\n\n<p class=\"has-normal-font-size wp-block-paragraph\">\u5728\u5de5\u696d\u74b0\u5883\u4e2d\u5be6\u969b\u90e8\u7f72 TensorFlow \u6a21\u578b\u4e26\u8b93\u5b83\u5011\u89f8\u767c\u9069\u7576\u7684\u64cd\u4f5c\u662f\u4e00\u500b\u8907\u96dc\u7684\u591a\u6b65\u9a5f\u904e\u7a0b\u3002\u6a21\u578b\u958b\u767c\u5f8c\uff0c\u60a8\u9700\u8981\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>\u8a13\u7df4\u5b83<\/li><li>\u90e8\u5c6c\u5b83<\/li><li>\u555f\u52d5\u5f71\u50cf\u4e32\u6d41<\/li><li>\u4f7f\u7528\u958b\u767c\u63a8\u7406\u6578\u64da\u751f\u6210\u6240\u9700\u8f38\u51fa\u7684\u61c9\u7528\u7a0b\u5f0f<\/li><li>\u5efa\u7acb\u9069\u5408\u7684\u4f7f\u7528\u8005\u4ecb\u9762<\/li><li>\u958b\u555f PLC \u9023\u63a5<\/li><\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u5728\u6b64\u904e\u7a0b\u4e2d\uff0c\u4e00\u4e9b\u6700\u5e38\u898b\u7684\u969c\u7919\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>\u767b\u5165\u8a13\u7df4\u6578\u64da<\/strong><\/p>\n\n\n\n<p class=\"has-text-align-left wp-block-paragraph\">\u88fd\u9020\u4e2d\u7684\u64cd\u4f5c\u53ef\u4ee5\u63a1\u7528\u4f86\u81ea\u4e0d\u540c\u4f9b\u61c9\u5546\u7684 IT \u548c OT \u89e3\u6c7a\u65b9\u6848\uff0c\u9019\u4e9b\u89e3\u6c7a\u65b9\u6848\u6703\u7522\u751f\u591a\u500b\u6578\u64da\u4e32\u6d41\uff0c\u6578\u64da\u901a\u5e38\u4ee5\u4e0d\u540c\u7684\u65b9\u5f0f\u683c\u5f0f\u5316\u3002 \u4f46\u662f\uff0c\u8981\u8a13\u7df4\u548c\u6e2c\u8a66 TensorFlow \u6a21\u578b\uff0c\u9700\u8981\u9023\u7d50\u4f7f\u7528\u7cfb\u7d71\u7684\u6240\u6709\u6578\u64da\u985e\u578b\uff0c\u4ee5\u4fbf\u60a8\u7684\u6a21\u578b\u5728\u5be6\u969b\u64cd\u4f5c\u4e2d\u6709\u6548\u904b\u884c\u3002 \u9032\u4e00\u6b65\u800c\u4f86\u7684\u6311\u6230\u662f\uff0c\u73fe\u5834\u53ef\u80fd\u6703\u6709\u50b3\u7d71\u8a2d\u5099\uff0c\u9019\u4e9b\u8a2d\u5099\u6703\u986f\u793a\u91cd\u8981\u6578\u64da\uff0c\u4f46\u7121\u6cd5\u63d0\u4f9b\u7c21\u55ae\u7684\u7db2\u8def\u9023\u63a5\u3002\u60a8\u9700\u8981\u4e00\u7a2e\u65b9\u6cd5\u4f86\u7d81\u5b9a\u6240\u6709\u6578\u64da\u4e32\u6d41\uff0c\u4e26\u5141\u8a31\u6578\u64da\u5728\u6a21\u578b\u8a13\u7df4\u548c\u6e2c\u8a66\u671f\u9593\u4ee5\u53ca\u5728\u9032\u884c\u4e2d\u7684\u64cd\u4f5c\u671f\u9593\u81ea\u7531\u4e32\u6d41\u3002<\/p>\n\n\n\n<p class=\"has-text-align-left wp-block-paragraph\"><strong>\u5728\u908a\u7de3\u90e8\u7f72 TensorFlow \u6a21\u578b<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5728\u5be6\u969b\u61c9\u7528\u4e2d\uff0c\u6700\u597d\u7684\u7b56\u7565\u53ef\u80fd\u662f\u900f\u904e TensorFlow Lite \u5728\u5d4c\u5165\u5f0f\u3001\u7269\u806f\u7db2 (IoT) \u6216\u5176\u4ed6\u908a\u7de3\u8a2d\u5099\u4e2d\u90e8\u7f72\u60a8\u7684 TensorFlow \u6a21\u578b\u3002 \u908a\u7de3\u7684\u6a5f\u5668\u5b78\u7fd2\u529f\u80fd\u53ef\u4ee5\u6e1b\u5c11\u5ef6\u9072\u4e26\u63d0\u9ad8\u53ef\u9760\u6027\uff0c\u540c\u6642\u9078\u64c7\u80fd\u5920\u627f\u53d7\u60e1\u52a3\u5de5\u696d\u74b0\u5883\u7684\u7d44\u4ef6\uff0c\u4ee5\u6eff\u8db3\u6240\u6709\u5fc5\u8981\u7684\u8655\u7406\u548c\u96fb\u6e90\u8981\u6c42\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u5c07\u63a8\u7406\u6578\u64da\u8f49\u63db\u70ba\u81ea\u52d5\u5316\u548c\u63a7\u5236\u8a2d\u5099<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e00\u65e6\u60a8\u7684 TensorFlow \u6a21\u578b\u6210\u529f\u8a13\u7df4\uff0c\u60a8\u9084\u9700\u8981\u8a2d\u8a08\u4e00\u7a2e\u6709\u6548\u7684\u65b9\u6cd5\u53ef\u4ee5\u6839\u64da\u63a8\u7406\u6578\u64da\u81ea\u52d5\u5316\u8a2d\u5099\u529f\u80fd\uff0c\u4f8b\u5982\u8fa8\u8b58\u7455\u75b5\u4e26\u671d\u8f38\u9001\u5e36\u7684\u63a7\u5236\u5668\u767c\u9001\u8a0a\u606f\u4ee5\u4f7f\u5176\u6e1b\u901f\u6216\u505c\u6b62\u3002\u60a8\u7684\u6a21\u578b\u5fc5\u9808\u80fd\u5920\u8207\u5de5\u696d\u6a5f\u5668\u8a2d\u5099\u201c\u5c0d\u8a71\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\u5ee0\u5340\u9032\u884cTensorFlow \u7684\u6700\u4f73\u65b9\u5f0f<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u5982\u679c\u60a8\u7684\u5c08\u9577\u9818\u57df\u662f TensorFlow\uff0c\u90a3\u9ebc\u96fb\u8166\u6578\u503c\u63a7\u5236\u5de5\u5177\u6a5f (CNC)\u53ef\u80fd\u6703\u4e0d\u90a3\u9ebc\u719f\u6089\u3002\u958b\u767c\u4eba\u54e1\u9700\u8981\u64c1\u6709\u5c08\u696d\u77e5\u8b58\u624d\u80fd\u96a8\u6642\u99d5\u99ad\u7cfb\u7d71\uff0c\u56e0\u6b64\uff0c\u7576\u60a8\u6b63\u5728\u67b6\u69cb\u4e00\u500b\u7cfb\u7d71\uff0c\u4e26\u63a1\u7528 TensorFlow \u9032\u884c\u5de5\u696d\u61c9\u7528\u6642\uff0c\u5c0b\u627e\u65b0\u8cc7\u6e90\u6216\u8207\u5c08\u5bb6\u5408\u4f5c\u5c07\u662f\u6700\u4f73\u9078\u64c7\u3002\u5c24\u5176\u80fd\u5354\u540c\u5fd7\u540c\u9053\u5408\u7684\u5d4c\u5165\u5f0f AI\u5925\u4f34\u5408\u4f5c\uff0c\u6703\u662f\u66f4\u65b9\u4fbf\u7684\u9014\u5f91\u3002\u8207\u81ea\u4e3b\u8a2d\u5099\u9023\u7d50(Autonomous Devices LINKed)\u540c\u540d\u7684\u51cc\u83ef\u79d1\u6280ADLINK\uff0c\u6211\u5011\u96a8\u6642\u6e96\u5099\u70ba\u60a8\u63d0\u4f9b\u66f4\u5feb\u5730\u67b6\u69cb\u3001\u6e2c\u8a66\u548c\u90e8\u7f72 TensorFlow \u89e3\u6c7a\u65b9\u6848\u6240\u9700\u7684\u5de5\u5177\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u51cc\u83ef\u79d1\u6280\u7684\u908a\u7de3\u89e3\u6c7a\u65b9\u6848\uff0c\u53ef\u4ee5\u89e3\u6c7a\u958b\u767c\u4eba\u54e1\u5728\u4f7f TensorFlow \u6a21\u578b\u6642\u5e38\u898b\u7684\u75db\u9ede\u3002\u63a1\u7528\u6211\u5011\u7684\u89e3\u6c7a\u65b9\u6848\u4f86\u5e6b\u52a9\u60a8\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>\u8a18\u9304\u3001\u64f7\u53d6\u548c\u4e32\u6d41\u50b3\u8f38\u4f86\u81ea\u5de5\u696d\u76f8\u6a5f\u7684\u5f71\u50cf\uff0c\u4ee5\u8a13\u7df4\u548c\u6e2c\u8a66\u60a8\u7684\u6a21\u578b\u3002<\/li><li>\u9023\u63a5\u4f86\u81ea\u4f9b\u61c9\u5546\u7684\u4efb\u4f55\u76f8\u6a5f\u4ee5\u4f7f\u7528\u591a\u500b\u4f86\u6e90\u7684\u5f71\u50cf\u6578\u64da\u3002<\/li><li>\u900f\u904e\u4e00\u9375\u5f0f\u90e8\u7f72\uff0c\u5728\u9760\u8fd1\u6578\u64da\u6e90\u7684\u908a\u7de3\u90e8\u7f72\u60a8\u7684\u6a21\u578b\u3002<\/li><li>\u9023\u63a5 - \u958b\u7bb1\u5373\u7528 - 150\u591a\u500bOT\u7aef\u63a7\u5236\u7cfb\u7d71\u4e2d\u7684\u4efb\u4f55\u4e00\u500b\u3002<\/li><li>\u4f7f\u7528 JavaScript \u6216 C++\u5efa\u69cb\u60a8\u81ea\u5df1\u7684\u61c9\u7528\u7a0b\u5f0f\u3002<\/li><\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u60a8\u9084\u53ef\u4ee5\u8207\u719f\u6089\u64cd\u4f5c TensorFlow \u6a21\u578b\u7684\u5408\u4f5c\u5925\u4f34\u5408\u4f5c\u3002 \u4f8b\u5982\uff0c\u6211\u5011\u5df2\u7d93\u770b\u5230\u5408\u4f5c\u5925\u4f34\u5728\u82f1\u7279\u723e\u7684 OpenVINO \u4e0a\u900f\u904e\u5efa\u69cb TensorFlow \u6a21\u578b\u6210\u529f\u52a0\u901f\u7cfb\u7d71\u904b\u884c\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u51cc\u83ef\u79d1\u6280 Data River\u2122 \u9023\u63a5\u4e26\u6574\u5408\u6a5f\u5668\u5b78\u7fd2\u5e73\u53f0\u3001\u795e\u7d93\u7db2\u8def\u3001\u6a5f\u5668\u8996\u89ba\u7cfb\u7d71\u3001\u96f2\u795e\u7d93\u3001\u5de5\u696d\u76f8\u6a5f\u548c\u88fd\u9020\u8a2d\u5099\u2014\u5728\u4efb\u4f55\u9700\u8981\u7684\u5730\u65b9\u5373\u6642\u50b3\u8f38\u6578\u64da\u3002&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6211\u5011\u7684\u7d71\u5305 <a rel=\"noreferrer noopener\" href=\"https:\/\/www.adlinktech.com\/tw\/ADLINK-Edge-IoT\" data-type=\"URL\" data-id=\"https:\/\/www.adlinktech.com\/en\/ADLINK-Edge-IoT\" target=\"_blank\">\u51cc\u83ef\u79d1\u6280Edge\u2122<\/a> \u6a5f\u5668\u8996\u89ba\u4eba\u5de5\u667a\u6167\u89e3\u6c7a\u65b9\u6848\u5305\u62ec\u9023\u63a5\u93e1\u982d\u3001\u5354\u52a9TensorFlow\u6216\u5176\u4ed6\u6a5f\u5668\u5b78\u7fd2\u6a21\u578b\u4ee5\u53ca\u5373\u6642\u4e32\u6d41\u50b3\u8f38\u63a8\u7406\u6578\u64da\u6240\u9700\u7684\u6240\u6709\u786c\u9ad4\u548c\u8edf\u9ad4\u3002 \u9019\u7a2e\u908a\u7de3\u89e3\u6c7a\u65b9\u6848\u53ef\u5be6\u73fe\u66f4\u5feb\u7684\u8655\u7406\u6642\u9593\u3001\u66f4\u4f4e\u7684\u5ef6\u9072\u548c\u908a\u7de3\u63a7\u5236\uff0c\u540c\u6642\u964d\u4f4e\u80fd\u6e90\u9700\u6c42\uff0c\u5305\u62ec\u9810\u5148\u914d\u7f6e\u7684\u89e3\u6c7a\u65b9\u6848\u2014\u56e0\u6b64\u7121\u9700\u7de8\u78bc\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>\u57f7\u884c TensorFlow \u6a21\u578b\u6240\u9700\u7684\u786c\u9ad4<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u5de5\u696d\u908a\u7de3\u786c\u9ad4\u662f\u5728\u5ee0\u5340\u904b\u884c TensorFlow \u7684\u95dc\u9375\u7d44\u4ef6\u3002 \u7576\u7136\uff0c <a rel=\"noreferrer noopener\" href=\"https:\/\/www.adlinktech.com\/tw\/Machine_Vision\" data-type=\"URL\" data-id=\"https:\/\/www.adlinktech.com\/en\/Machine_Vision\" target=\"_blank\">\u6211\u5011\u70ba\u60a8\u63d0\u4f9b\u4e86<\/a> \u53ef\u7acb\u5373\u90e8\u7f72\u7684\u8996\u89ba\u7cfb\u7d71\u3001\u5f71\u50cf\u64f7\u53d6\u5361\u548c\u667a\u6167\u76f8\u6a5f\uff0c\u9069\u7528\u5728\u60e1\u52a3\u689d\u4ef6\u4e0b\u9032\u884c\u908a\u7de3\u904b\u7b97\u3002\u60a8\u9700\u8981\u78ba\u4fdd\u5728 Intel\u3001NVIDIA\u3001Camera Link\u3001GiGE \u6216\u6a21\u64ec\u6a19\u6e96\u652f\u63f4\u4e4b\u9593\u7684\u5f48\u6027\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u60a8\u5728 TensorFlow \u4e2d\u5efa\u69cb\u7684\u6a5f\u5668\u8996\u89ba\u6a21\u578b\u53ef\u70ba\u88fd\u9020\u5546\u63d0\u4f9b\u81ea\u52d5\u5316\u3001\u6548\u7387\u3001\u53ef\u8996\u5316\u548c\u66f4\u591a\u7684\u7af6\u722d\u529b\u512a\u52e2\u3002 \u7136\u800c\uff0c\u70ba\u4e86\u5be6\u73fe\u6700\u5927\u50f9\u503c\uff0c\u6a21\u578b\u5fc5\u9808\u662f\u7cfb\u7d71\u64cd\u4f5c\u53ca\u5176\u74b0\u5883\u8a2d\u8a08\u7684\u4e00\u90e8\u5206\uff0c\u540c\u6642\u80fd\u6eff\u8db3\u820a\u6a5f\u5668\u548c\u8a2d\u5099\u642d\u914d\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\u723e\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\u723e\u67ef\u6797\u65af<\/span><p class=\"wp-block-coblocks-author__biography\">\u51cc\u83ef\u79d1\u6280\u908a\u7de3\u89e3\u6c7a\u65b9\u6848\u9ad8\u7d1a\u7e3d\u76e3<\/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\">\u9818\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":"","advanced_seo_description":"","jetpack_seo_html_title":"","jetpack_seo_noindex":false,"jetpack_seo_schema_type":"","_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_wpcom_ai_launchpad_first_post":false,"_jetpack_hide_featured_image":false,"_jetpack_featured_image_duplicate_dismissed":0,"_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_likes_enabled":true,"jetpack_sharing_enabled":true,"jetpack_shortlink":"https:\/\/wp.me\/pc6JDC-pz","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","_links":{"self":[{"href":"https:\/\/blog.adlinktech.com\/tw\/wp-json\/wp\/v2\/posts\/1585","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/blog.adlinktech.com\/tw\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/blog.adlinktech.com\/tw\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/blog.adlinktech.com\/tw\/wp-json\/wp\/v2\/users\/188103281"}],"replies":[{"embeddable":true,"href":"https:\/\/blog.adlinktech.com\/tw\/wp-json\/wp\/v2\/comments?post=1585"}],"version-history":[{"count":32,"href":"https:\/\/blog.adlinktech.com\/tw\/wp-json\/wp\/v2\/posts\/1585\/revisions"}],"predecessor-version":[{"id":4812,"href":"https:\/\/blog.adlinktech.com\/tw\/wp-json\/wp\/v2\/posts\/1585\/revisions\/4812"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/blog.adlinktech.com\/tw\/wp-json\/wp\/v2\/media\/1633"}],"wp:attachment":[{"href":"https:\/\/blog.adlinktech.com\/tw\/wp-json\/wp\/v2\/media?parent=1585"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/blog.adlinktech.com\/tw\/wp-json\/wp\/v2\/categories?post=1585"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/blog.adlinktech.com\/tw\/wp-json\/wp\/v2\/tags?post=1585"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}