{"id":29831,"date":"2022-07-08T07:08:50","date_gmt":"2022-07-08T07:08:50","guid":{"rendered":"https:\/\/www.zaptest.com\/%e8%ae%a1%e7%ae%97%e6%9c%ba%e8%a7%86%e8%a7%89%e6%98%af%e8%bd%af%e4%bb%b6%e6%b5%8b%e8%af%95%e8%87%aa%e5%8a%a8%e5%8c%96%e7%9a%84%e6%9c%aa%e6%9d%a5-%e8%bf%87%e5%8e%bb%e3%80%81%e7%8e%b0"},"modified":"2022-07-08T07:08:50","modified_gmt":"2022-07-08T07:08:50","slug":"%e8%ae%a1%e7%ae%97%e6%9c%ba%e8%a7%86%e8%a7%89%e6%98%af%e8%bd%af%e4%bb%b6%e6%b5%8b%e8%af%95%e8%87%aa%e5%8a%a8%e5%8c%96%e7%9a%84%e6%9c%aa%e6%9d%a5-%e8%bf%87%e5%8e%bb%e3%80%81%e7%8e%b0","status":"publish","type":"post","link":"https:\/\/www.zaptest.com\/zh-hans\/%e8%ae%a1%e7%ae%97%e6%9c%ba%e8%a7%86%e8%a7%89%e6%98%af%e8%bd%af%e4%bb%b6%e6%b5%8b%e8%af%95%e8%87%aa%e5%8a%a8%e5%8c%96%e7%9a%84%e6%9c%aa%e6%9d%a5-%e8%bf%87%e5%8e%bb%e3%80%81%e7%8e%b0","title":{"rendered":"\u8ba1\u7b97\u673a\u89c6\u89c9\u662f\u8f6f\u4ef6\u6d4b\u8bd5\u81ea\u52a8\u5316\u7684\u672a\u6765\u2014\u2014\u8fc7\u53bb\u3001\u73b0\u5728\u548c\u672a\u6765\u7684\u5386\u53f2"},"content":{"rendered":"<p>\u6280\u672f\u5728\u4e0d\u65ad\u53d1\u5c55\uff0c\u5e76\u4e0e\u6211\u4eec\u5728\u4e2a\u4eba\u548c\u804c\u4e1a\u751f\u6d3b\u4e2d\u6240\u505a\u7684\u4e00\u5207\u8054\u7cfb\u5728\u4e00\u8d77\u3002 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href=\"https:\/\/www.zaptest.com\/zh-hans\/%e8%ae%a1%e7%ae%97%e6%9c%ba%e8%a7%86%e8%a7%89%e6%98%af%e8%bd%af%e4%bb%b6%e6%b5%8b%e8%af%95%e8%87%aa%e5%8a%a8%e5%8c%96%e7%9a%84%e6%9c%aa%e6%9d%a5-%e8%bf%87%e5%8e%bb%e3%80%81%e7%8e%b0\/#%E8%AE%A1%E7%AE%97%E6%9C%BA%E8%A7%86%E8%A7%89%E5%A6%82%E4%BD%95%E5%B7%A5%E4%BD%9C%EF%BC%9F\" >\u8ba1\u7b97\u673a\u89c6\u89c9\u5982\u4f55\u5de5\u4f5c\uff1f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/www.zaptest.com\/zh-hans\/%e8%ae%a1%e7%ae%97%e6%9c%ba%e8%a7%86%e8%a7%89%e6%98%af%e8%bd%af%e4%bb%b6%e6%b5%8b%e8%af%95%e8%87%aa%e5%8a%a8%e5%8c%96%e7%9a%84%e6%9c%aa%e6%9d%a5-%e8%bf%87%e5%8e%bb%e3%80%81%e7%8e%b0\/#%E8%AE%A1%E7%AE%97%E6%9C%BA%E8%A7%86%E8%A7%89%E7%9A%84%E5%8E%86%E5%8F%B2\" >\u8ba1\u7b97\u673a\u89c6\u89c9\u7684\u5386\u53f2<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/www.zaptest.com\/zh-hans\/%e8%ae%a1%e7%ae%97%e6%9c%ba%e8%a7%86%e8%a7%89%e6%98%af%e8%bd%af%e4%bb%b6%e6%b5%8b%e8%af%95%e8%87%aa%e5%8a%a8%e5%8c%96%e7%9a%84%e6%9c%aa%e6%9d%a5-%e8%bf%87%e5%8e%bb%e3%80%81%e7%8e%b0\/#%E8%AE%A1%E7%AE%97%E6%9C%BA%E8%A7%86%E8%A7%89%E6%8A%80%E6%9C%AF%E7%9A%84%E5%BA%94%E7%94%A8\" >\u8ba1\u7b97\u673a\u89c6\u89c9\u6280\u672f\u7684\u5e94\u7528<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/www.zaptest.com\/zh-hans\/%e8%ae%a1%e7%ae%97%e6%9c%ba%e8%a7%86%e8%a7%89%e6%98%af%e8%bd%af%e4%bb%b6%e6%b5%8b%e8%af%95%e8%87%aa%e5%8a%a8%e5%8c%96%e7%9a%84%e6%9c%aa%e6%9d%a5-%e8%bf%87%e5%8e%bb%e3%80%81%e7%8e%b0\/#%E9%9D%A2%E9%83%A8%E8%AF%86%E5%88%AB\" >\u9762\u90e8\u8bc6\u522b<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/www.zaptest.com\/zh-hans\/%e8%ae%a1%e7%ae%97%e6%9c%ba%e8%a7%86%e8%a7%89%e6%98%af%e8%bd%af%e4%bb%b6%e6%b5%8b%e8%af%95%e8%87%aa%e5%8a%a8%e5%8c%96%e7%9a%84%e6%9c%aa%e6%9d%a5-%e8%bf%87%e5%8e%bb%e3%80%81%e7%8e%b0\/#%E4%BA%A4%E9%80%9A%E3%80%81%E9%A9%BE%E9%A9%B6%E5%92%8C%E6%B1%BD%E8%BD%A6%E8%A1%8C%E4%B8%9A\" >\u4ea4\u901a\u3001\u9a7e\u9a76\u548c\u6c7d\u8f66\u884c\u4e1a<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/www.zaptest.com\/zh-hans\/%e8%ae%a1%e7%ae%97%e6%9c%ba%e8%a7%86%e8%a7%89%e6%98%af%e8%bd%af%e4%bb%b6%e6%b5%8b%e8%af%95%e8%87%aa%e5%8a%a8%e5%8c%96%e7%9a%84%e6%9c%aa%e6%9d%a5-%e8%bf%87%e5%8e%bb%e3%80%81%e7%8e%b0\/#1_%E4%BA%A4%E9%80%9A%E6%A8%A1%E5%BC%8F%E5%92%8C%E6%89%A7%E6%B3%95%E6%94%AF%E6%8C%81\" >1. \u4ea4\u901a\u6a21\u5f0f\u548c\u6267\u6cd5\u652f\u6301<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/www.zaptest.com\/zh-hans\/%e8%ae%a1%e7%ae%97%e6%9c%ba%e8%a7%86%e8%a7%89%e6%98%af%e8%bd%af%e4%bb%b6%e6%b5%8b%e8%af%95%e8%87%aa%e5%8a%a8%e5%8c%96%e7%9a%84%e6%9c%aa%e6%9d%a5-%e8%bf%87%e5%8e%bb%e3%80%81%e7%8e%b0\/#2%E5%81%9C%E8%BD%A6%E6%8E%A7%E5%88%B6\" >2.\u505c\u8f66\u63a7\u5236<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/www.zaptest.com\/zh-hans\/%e8%ae%a1%e7%ae%97%e6%9c%ba%e8%a7%86%e8%a7%89%e6%98%af%e8%bd%af%e4%bb%b6%e6%b5%8b%e8%af%95%e8%87%aa%e5%8a%a8%e5%8c%96%e7%9a%84%e6%9c%aa%e6%9d%a5-%e8%bf%87%e5%8e%bb%e3%80%81%e7%8e%b0\/#3_%E8%87%AA%E5%8A%A8%E9%A9%BE%E9%A9%B6%E6%B1%BD%E8%BD%A6\" >3. \u81ea\u52a8\u9a7e\u9a76\u6c7d\u8f66<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/www.zaptest.com\/zh-hans\/%e8%ae%a1%e7%ae%97%e6%9c%ba%e8%a7%86%e8%a7%89%e6%98%af%e8%bd%af%e4%bb%b6%e6%b5%8b%e8%af%95%e8%87%aa%e5%8a%a8%e5%8c%96%e7%9a%84%e6%9c%aa%e6%9d%a5-%e8%bf%87%e5%8e%bb%e3%80%81%e7%8e%b0\/#%E5%8C%BB%E7%96%97%E4%BF%9D%E5%81%A5%E8%A1%8C%E4%B8%9A\" >\u533b\u7597\u4fdd\u5065\u884c\u4e1a<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/www.zaptest.com\/zh-hans\/%e8%ae%a1%e7%ae%97%e6%9c%ba%e8%a7%86%e8%a7%89%e6%98%af%e8%bd%af%e4%bb%b6%e6%b5%8b%e8%af%95%e8%87%aa%e5%8a%a8%e5%8c%96%e7%9a%84%e6%9c%aa%e6%9d%a5-%e8%bf%87%e5%8e%bb%e3%80%81%e7%8e%b0\/#%E9%9B%B6%E5%94%AE%E6%94%AF%E6%8C%81\" >\u96f6\u552e\u652f\u6301<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/www.zaptest.com\/zh-hans\/%e8%ae%a1%e7%ae%97%e6%9c%ba%e8%a7%86%e8%a7%89%e6%98%af%e8%bd%af%e4%bb%b6%e6%b5%8b%e8%af%95%e8%87%aa%e5%8a%a8%e5%8c%96%e7%9a%84%e6%9c%aa%e6%9d%a5-%e8%bf%87%e5%8e%bb%e3%80%81%e7%8e%b0\/#%E5%86%9C%E4%B8%9A%E5%BA%94%E7%94%A8\" >\u519c\u4e1a\u5e94\u7528<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/www.zaptest.com\/zh-hans\/%e8%ae%a1%e7%ae%97%e6%9c%ba%e8%a7%86%e8%a7%89%e6%98%af%e8%bd%af%e4%bb%b6%e6%b5%8b%e8%af%95%e8%87%aa%e5%8a%a8%e5%8c%96%e7%9a%84%e6%9c%aa%e6%9d%a5-%e8%bf%87%e5%8e%bb%e3%80%81%e7%8e%b0\/#%E5%88%B6%E9%80%A0%E8%87%AA%E5%8A%A8%E5%8C%96\" >\u5236\u9020\u81ea\u52a8\u5316<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-14\" href=\"https:\/\/www.zaptest.com\/zh-hans\/%e8%ae%a1%e7%ae%97%e6%9c%ba%e8%a7%86%e8%a7%89%e6%98%af%e8%bd%af%e4%bb%b6%e6%b5%8b%e8%af%95%e8%87%aa%e5%8a%a8%e5%8c%96%e7%9a%84%e6%9c%aa%e6%9d%a5-%e8%bf%87%e5%8e%bb%e3%80%81%e7%8e%b0\/#%E8%BD%AF%E4%BB%B6%E6%B5%8B%E8%AF%95%E8%87%AA%E5%8A%A8%E5%8C%96%E4%B8%AD%E7%9A%84%E8%AE%A1%E7%AE%97%E6%9C%BA%E8%A7%86%E8%A7%89%E2%80%94%E2%80%94%E8%BF%87%E5%8E%BB%E3%80%81%E7%8E%B0%E5%9C%A8%E5%92%8C%E6%9C%AA%E6%9D%A5%E7%9A%84%E6%95%85%E4%BA%8B\" >\u8f6f\u4ef6\u6d4b\u8bd5\u81ea\u52a8\u5316\u4e2d\u7684\u8ba1\u7b97\u673a\u89c6\u89c9\u2014\u2014\u8fc7\u53bb\u3001\u73b0\u5728\u548c\u672a\u6765\u7684\u6545\u4e8b<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-15\" 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href=\"https:\/\/www.zaptest.com\/zh-hans\/%e8%ae%a1%e7%ae%97%e6%9c%ba%e8%a7%86%e8%a7%89%e6%98%af%e8%bd%af%e4%bb%b6%e6%b5%8b%e8%af%95%e8%87%aa%e5%8a%a8%e5%8c%96%e7%9a%84%e6%9c%aa%e6%9d%a5-%e8%bf%87%e5%8e%bb%e3%80%81%e7%8e%b0\/#%E7%94%A8%E4%BA%8E%E8%BD%AF%E4%BB%B6%E6%B5%8B%E8%AF%95%E8%87%AA%E5%8A%A8%E5%8C%96%E7%9A%84%E8%AE%A1%E7%AE%97%E6%9C%BA%E8%A7%86%E8%A7%89%E5%B7%A5%E5%85%B7\" >\u7528\u4e8e\u8f6f\u4ef6\u6d4b\u8bd5\u81ea\u52a8\u5316\u7684\u8ba1\u7b97\u673a\u89c6\u89c9\u5de5\u5177<\/a><\/li><\/ul><\/nav><\/div>\n<h2><span class=\"ez-toc-section\" id=\"%E4%BB%80%E4%B9%88%E6%98%AF%E8%AE%A1%E7%AE%97%E6%9C%BA%E8%A7%86%E8%A7%89%EF%BC%9F\"><\/span>\u4ec0\u4e48\u662f\u8ba1\u7b97\u673a\u89c6\u89c9\uff1f<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u7528\u6700\u7b80\u5355\u7684\u672f\u8bed\u6765\u8bf4\uff0c\u8ba1\u7b97\u673a\u89c6\u89c9\u6d89\u53ca\u6559\u8ba1\u7b97\u673a\u5982\u4f55\u50cf\u4eba\u7c7b\u4e00\u6837\u67e5\u770b\u548c\u6b63\u786e\u89e3\u91ca\u56fe\u50cf\u3002 \u5b83\u662f\u4e00\u79cd\u590d\u6742\u7684\u5c16\u7aef\u6280\u672f\uff0c\u4f9d\u8d56\u4e8e\u4eba\u5de5\u667a\u80fd (AI) \u548c\u673a\u5668\u5b66\u4e60\u3002<\/p>\n<p><iframe loading=\"lazy\" title=\"Danielle Casey of Gartner on Computer Vision\" width=\"1080\" height=\"608\" src=\"https:\/\/www.youtube.com\/embed\/Q0icrd2twN8?feature=oembed\"  allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture\" allowfullscreen><\/iframe><\/p>\n<p>\u8ba1\u7b97\u673a\u89c6\u89c9\u662f\u8ba9\u8ba1\u7b97\u673a\u6267\u884c\u4eba\u5de5\u4efb\u52a1\u4ee5\u63d0\u9ad8\u6548\u7387\u548c\u51cf\u5c11\u9519\u8bef\u7684\u53c8\u4e00\u6b65\u3002 \u8fd9\u79cd\u591a\u5b66\u79d1\u65b9\u6cd5\u5141\u8bb8\u8ba1\u7b97\u673a\u5c06\u56fe\u50cf\u8f6c\u6362\u4e3a\u53ef\u8bfb\u6570\u636e\u5e76\u89e3\u91ca\u4fe1\u606f\u4e4b\u95f4\u7684\u5173\u7cfb\u3002<\/p>\n<p>\u66f4\u8fdb\u4e00\u6b65\uff0c\u8be5\u8fc7\u7a0b\u4f7f\u8ba1\u7b97\u673a\u80fd\u591f\u8bfb\u53d6\u573a\u666f\u5e76\u5236\u5b9a\u9002\u5f53\u7684\u53cd\u5e94\u3002 \u4f8b\u5982\uff0c\u8ba1\u7b97\u673a\u89c6\u89c9\u53ef\u4ee5\u5e2e\u52a9\u81ea\u52a8\u9a7e\u9a76\u6c7d\u8f66\u8bc6\u522b\u969c\u788d\u7269\u4ee5\u907f\u514d\u78b0\u649e\u6216\u652f\u6301<a href=\"https:\/\/www.zaptest.com\/rpa\">\u673a\u5668\u4eba\u8fc7\u7a0b\u81ea\u52a8\u5316\u5de5\u5177<\/a>(RPA) \u4ee5\u521b\u5efa\u66f4\u9ad8\u6548\u7684\u5de5\u4f5c\u6d41\u7a0b\u3002<\/p>\n<h2><\/h2>\n<h2><span class=\"ez-toc-section\" id=\"%E8%AE%A1%E7%AE%97%E6%9C%BA%E8%A7%86%E8%A7%89%E5%A6%82%E4%BD%95%E5%B7%A5%E4%BD%9C%EF%BC%9F\"><\/span>\u8ba1\u7b97\u673a\u89c6\u89c9\u5982\u4f55\u5de5\u4f5c\uff1f<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u8ba1\u7b97\u673a\u6c38\u8fdc\u4e0d\u4f1a\u50cf\u6211\u4eec\u4e00\u6837\u770b\u4e1c\u897f\uff0c\u56e0\u4e3a\u8ba1\u7b97\u673a\u6ca1\u6709\u773c\u775b\u6765\u63a5\u6536\u548c\u7ffb\u8bd1\u5927\u8111\u7684\u8f93\u5165\u3002 \u56e0\u6b64\uff0c\u8ba1\u7b97\u673a\u89c6\u89c9\u6280\u672f\u4f9d\u8d56\u4e8e\u590d\u6742\u7684\u6570\u636e\u548c\u7b97\u6cd5\u4ea4\u54cd\u66f2\uff0c\u8fd9\u4e9b\u4ea4\u54cd\u66f2\u53cd\u6620\u4e86\u4eba\u773c\u5982\u4f55\u63a5\u6536\u56fe\u50cf\u5e76\u5c06\u5176\u8f6c\u6362\u4e3a\u5927\u8111\u3002<\/p>\n<p>\u9700\u8981\u6ce8\u610f\u7684\u662f\uff0c\u6211\u4eec\u4ecd\u7136\u4e0d\u5b8c\u5168\u4e86\u89e3\u4eba\u7c7b\u5927\u8111\u7684\u5de5\u4f5c\u539f\u7406\u3002 \u5927\u591a\u6570\u4eba\u5bf9\u773c\u775b\u63a5\u6536\u4fe1\u606f\u3001\u7ffb\u8bd1\u4fe1\u606f\u5e76\u5c06\u4fe1\u606f\u4f20\u9012\u7ed9\u6211\u4eec\u7684\u5927\u8111\u6709\u4e00\u4e2a\u521d\u6b65\u7684\u4e86\u89e3\u3002 \u7136\u800c\uff0c\u795e\u7ecf\u79d1\u5b66\u5bb6\u53ef\u4ee5\u544a\u8bc9\u4f60\uff0c\u4eba\u7c7b\u7684\u89c6\u89c9\u8981\u590d\u6742\u5f97\u591a\uff0c\u800c\u4e14\u6211\u4eec\u5bf9\u5927\u8111\u5982\u4f55\u5de5\u4f5c\u7684\u4e86\u89e3\u4ecd\u7136\u6709\u9650\u3002<\/p>\n<p><iframe loading=\"lazy\" title=\"How Computer Vision Works\" width=\"1080\" height=\"608\" src=\"https:\/\/www.youtube.com\/embed\/OcycT1Jwsns?feature=oembed\"  allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture\" allowfullscreen><\/iframe><\/p>\n<p>\u8fd9\u4e9b\u7406\u89e3\u4e0a\u7684\u9650\u5236\u8f6c\u79fb\u5230\u8bd5\u56fe\u6559\u8ba1\u7b97\u673a\u5982\u4f55\u770b\u7684\u8ba1\u7b97\u673a\u89c6\u89c9\u5de5\u7a0b\u5e08\u8eab\u4e0a\u3002 \u7528\u4e8e\u8bad\u7ec3\u8ba1\u7b97\u673a\u201c\u67e5\u770b\u201d\u548c\u89e3\u91ca\u56fe\u50cf\u7684\u6570\u636e\u548c\u7b97\u6cd5\u4ecd\u7136\u53d7\u5230\u6211\u4eec\u5bf9\u4eba\u773c\u548c\u5927\u8111\u5982\u4f55\u76f8\u4e92\u4f5c\u7528\u7684\u7406\u89e3\u7684\u9650\u5236\u3002<\/p>\n<p>\u8ba1\u7b97\u673a\u89c6\u89c9\u6280\u672f\u76ee\u524d\u4f9d\u8d56\u4e8e\u6a21\u5f0f\u8bc6\u522b\u548c\u5148\u8fdb\u6280\u672f\u3002 \u673a\u5668\u5b66\u4e60\u548c\u5377\u79ef\u795e\u7ecf\u7f51\u7edc (CNN) \u5141\u8bb8\u8ba1\u7b97\u673a\u5206\u89e3\u56fe\u50cf\u3001\u89e3\u91ca\u6570\u636e\u548c\u8bc6\u522b\u7269\u54c1\u3002<\/p>\n<p>\u8ba1\u7b97\u673a\u89c6\u89c9\u5de5\u7a0b\u5e08\u4f7f\u7528\u673a\u5668\u5b66\u4e60\u6765\u6559\u8ba1\u7b97\u673a\u5982\u4f55\u901a\u8fc7\u4e3a\u8ba1\u7b97\u673a\u63d0\u4f9b\u6570\u5343\u5f20\u4e3b\u9898\u56fe\u50cf\u6765\u5bf9\u56fe\u50cf\u8fdb\u884c\u5206\u7c7b\u3002 \u6bcf\u5f20\u56fe\u7247\u90fd\u5e26\u6709\u6807\u7b7e\u548c\u6807\u7b7e\u6765\u8bc6\u522b\u5b83\u662f\u4ec0\u4e48\uff0c\u6bd4\u5982\u6c7d\u8f66\u6216\u72d7\u3002<\/p>\n<p>CNN \u589e\u5f3a\u4e86\u673a\u5668\u5b66\u4e60\u8fc7\u7a0b\uff0c\u4ee5\u5e2e\u52a9\u8ba1\u7b97\u673a\u521b\u5efa\u4e3b\u9898\u7684\u50cf\u7d20\u5316\u8868\u793a\u3002 \u4f7f\u7528\u50cf\u7d20\u548c\u76f8\u5173\u6807\u7b7e\uff0c\u8ba1\u7b97\u673a\u53ef\u4ee5\u9884\u6d4b\u5bf9\u8c61\u662f\u4ec0\u4e48\uff0c\u5e76\u4e0d\u65ad\u68c0\u67e5\u5176\u51c6\u786e\u6027\uff0c\u76f4\u5230\u5b83\u505a\u51fa\u4e00\u81f4\u3001\u6b63\u786e\u7684\u8bc6\u522b\u3002<\/p>\n<p>\u8ba1\u7b97\u673a\u89c6\u89c9\u751a\u81f3\u53ef\u4ee5\u901a\u8fc7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc (RNN) \u6269\u5c55\u5230\u56fe\u50cf\u548c\u89c6\u9891\u5b57\u7b26\u4e32\u3002 \u4f7f\u7528 RNN \u53ef\u4ee5\u8ba9\u8ba1\u7b97\u673a\u8bc6\u522b\u548c\u8fde\u63a5\u591a\u5f20\u56fe\u7247\u3002<\/p>\n<h2><\/h2>\n<h2><span class=\"ez-toc-section\" id=\"%E8%AE%A1%E7%AE%97%E6%9C%BA%E8%A7%86%E8%A7%89%E7%9A%84%E5%8E%86%E5%8F%B2\"><\/span>\u8ba1\u7b97\u673a\u89c6\u89c9\u7684\u5386\u53f2<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u8ba1\u7b97\u673a\u89c6\u89c9\u6280\u672f\u53ef\u4ee5\u8ffd\u6eaf\u5230 1959 \u5e74\uff0c\u5f53\u65f6 Russell Kirsch \u5c06\u513f\u5b50\u7684\u56fe\u50cf\u626b\u63cf\u5230\u8ba1\u7b97\u673a\u4e2d\u3002 Kirsch \u7684\u5a74\u513f\u513f\u5b50\u7684\u8096\u50cf\u6210\u4e3a\u7b2c\u4e00\u4e2a\u5145\u6ee1\u9897\u7c92\u611f\u7684<a href=\"https:\/\/www.wired.com\/2010\/06\/smoothing-square-pixels\/\">\u6570\u5b57\u56fe\u50cf<\/a>\uff0c\u5b83\u5f00\u542f\u4e86\u8ba1\u7b97\u673a\u79d1\u5b66\u548c\u4eba\u5de5\u667a\u80fd\u5f00\u53d1\u7684\u5168\u65b0\u5206\u652f\u3002<\/p>\n<p>\u51e0\u5e74\u540e\uff0c\u62c9\u91cc\u00b7\u7f57\u4f2f\u8328 (Larry Roberts) \u5199\u4e86\u4ed6\u7684<a href=\"https:\/\/dspace.mit.edu\/handle\/1721.1\/11589\">\u535a\u58eb\u8bba\u6587<\/a>\uff0c\u5185\u5bb9\u662f\u5173\u4e8e\u4f7f\u7528\u4e8c\u7ef4\u56fe\u50cf\u63d0\u53d6\u5b9e\u4f53\u4e3b\u4f53\u7684\u4e09\u7ef4\u4fe1\u606f\u7684\u80fd\u529b\u3002 \u4ed6\u7684\u5de5\u4f5c\u4e3a\u6570\u5341\u5e74\u7684\u8fdb\u6b65\u5960\u5b9a\u4e86\u57fa\u7840\uff0c\u5e76\u6269\u5927\u4e86\u4ed6\u4f5c\u4e3a\u4e92\u8054\u7f51\u4e4b\u7236\u7684\u540d\u58f0\u3002<\/p>\n<p><iframe loading=\"lazy\" title=\"Computer Vision - Lecture 1.3 (Introduction: History of Computer Vision)\" width=\"1080\" height=\"608\" src=\"https:\/\/www.youtube.com\/embed\/hCewSTTOt_4?feature=oembed\"  allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture\" allowfullscreen><\/iframe><\/p>\n<p>\u591a\u4e8f\u4e86\u8fd9\u4e9b\u65e9\u671f\u7684\u5148\u9a71\u8005\uff0c\u4e16\u754c\u5404\u5730\u7684\u8ba1\u7b97\u673a\u5de5\u7a0b\u5e08\u90fd\u5728\u5bfb\u627e\u65b0\u7684\u65b9\u6cd5\u6765\u5c06\u73b0\u5b9e\u4e16\u754c\u7684\u56fe\u50cf\u8f6c\u6362\u4e3a\u8ba1\u7b97\u673a\u53ef\u4ee5\u8bc6\u522b\u3001\u5206\u7c7b\u3001\u5904\u7406\u548c\u54cd\u5e94\u7684\u6570\u636e\u3002<\/p>\n<p>1980 \u5e74\u5f15\u5165\u4e86 neocognitron\uff0c\u5373\u4eca\u5929\u7684 CNN \u7684\u65e9\u671f\u7248\u672c<a href=\"https:\/\/www.rctn.org\/bruno\/public\/papers\/Fukushima1980.pdf\">Kunihiko Fukushima<\/a> \u3002 \u5230 1990 \u5e74\u4ee3\u521d\uff0cATM \u673a\u4e0a\u51fa\u73b0\u4e86\u89c6\u9891\u76d1\u63a7\uff0c\u4e0d\u5230\u5341\u5e74\u540e\uff0c\u9ebb\u7701\u7406\u5de5\u5b66\u9662\u7684\u7814\u7a76\u4eba\u5458\u63a8\u51fa\u4e86\u7b2c\u4e00\u4e2a<a href=\"https:\/\/dspace.mit.edu\/bitstream\/handle\/1721.1\/7171\/AIM-2001-010.pdf?sequence=2&amp;isAllowed=y\">\u5b9e\u65f6\u4eba\u8138\u68c0\u6d4b<\/a>\u6846\u67b6\u3002<\/p>\n<p>\u7814\u7a76\u4eba\u5458\u3001\u5de5\u7a0b\u5e08\u548c\u5f00\u53d1\u4eba\u5458\u52a0\u5feb\u4e86\u6b65\u4f10\uff0c\u4e0d\u65ad\u52aa\u529b\u5b9e\u73b0\u6700\u4f73\u7684\u8ba1\u7b97\u673a\u89c6\u89c9\u89e3\u51b3\u65b9\u6848\u3002 \u8c37\u6b4c\u3001Facebook\u3001\u82f9\u679c\u3001\u4e9a\u9a6c\u900a\uff0c\u751a\u81f3\u56fd\u9645\u653f\u5e9c\u90fd\u8fdb\u5165\u4e86\u8be5\u9886\u57df\uff0c\u5f00\u53d1\u4ece\u9762\u90e8\u8bc6\u522b\u5230\u81ea\u52a8\u9a7e\u9a76\u6c7d\u8f66\u7684\u8ba1\u7b97\u673a\u89c6\u89c9\u6280\u672f\u3002<\/p>\n<h2><\/h2>\n<h2><span class=\"ez-toc-section\" id=\"%E8%AE%A1%E7%AE%97%E6%9C%BA%E8%A7%86%E8%A7%89%E6%8A%80%E6%9C%AF%E7%9A%84%E5%BA%94%E7%94%A8\"><\/span>\u8ba1\u7b97\u673a\u89c6\u89c9\u6280\u672f\u7684\u5e94\u7528<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u5728\u60a8\u9000\u540e\u4e00\u6b65\u4e4b\u524d\uff0c\u8981\u770b\u5230\u6280\u672f\u7684\u5e7f\u6cdb\u5e94\u7528\u548c\u4f18\u52bf\u5e76\u4e0d\u603b\u662f\u90a3\u4e48\u5bb9\u6613\u3002 \u867d\u7136\u62c9\u91cc\u00b7\u7f57\u4f2f\u8328\uff08Larry Roberts\uff09\u53ef\u80fd\u77e5\u9053\u4ed6\u7684\u60f3\u6cd5\u5c06\u662f\u60ca\u5929\u52a8\u5730\u548c\u6539\u53d8\u751f\u6d3b\u7684\uff0c\u4f46\u4ed6\u53ef\u80fd\u6ca1\u6709\u9884\u89c1\u5230\u8ba1\u7b97\u673a\u89c6\u89c9\u7684\u6240\u6709\u6f5c\u5728\u7528\u9014\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%E9%9D%A2%E9%83%A8%E8%AF%86%E5%88%AB\"><\/span>\u9762\u90e8\u8bc6\u522b<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u8ba1\u7b97\u673a\u89c6\u89c9\u6280\u672f\u6700\u6d41\u884c\u548c\u6700\u5177\u4e89\u8bae\u7684\u7528\u9014\u53ef\u80fd\u662f\u9762\u90e8\u8bc6\u522b\u3002 \u8fd9\u4e9b\u5e94\u7528\u51e0\u4e4e\u662f\u65e0\u7a77\u65e0\u5c3d\u7684\uff0c\u8303\u56f4\u4ece\u4e2a\u4eba\u4f7f\u7528\u5230\u516c\u5171\u5b89\u5168\u63aa\u65bd\u3002<\/p>\n<ul>\n<li>Facebook \u4f7f\u7528\u5b83\u6765\u5e2e\u52a9\u7528\u6237\u5728\u5171\u4eab\u56fe\u50cf\u4e2d\u6807\u8bb0\u4eba\u3002<\/li>\n<li>\u6267\u6cd5\u673a\u6784\u53ef\u4ee5\u5229\u7528\u89c6\u9891\u6e90\u6765\u8bc6\u522b\u72af\u7f6a\u5206\u5b50\u3002<\/li>\n<li>\u94f6\u884c\u53ef\u4ee5\u5b9e\u65f6\u76d1\u63a7 ATM \u5e76\u8bc6\u522b\u53ef\u7591\u6d3b\u52a8\uff0c\u4ee5\u63d0\u9ad8\u5b89\u5168\u6027\u3002<\/li>\n<li>\u4e2a\u4eba\u53ea\u9700\u77a5\u4e00\u773c\u76f8\u673a\u5373\u53ef\u6253\u5f00\u624b\u673a\u3002<\/li>\n<\/ul>\n<p>\u867d\u7136\u8fd9\u4e9b\u5e94\u7528\u7a0b\u5e8f\u63d0\u9ad8\u4e86\u6548\u7387\u5e76\u5bf9\u5927\u591a\u6570\u4eba\u6709\u610f\u4e49\uff0c\u4f46\u9762\u90e8\u8bc6\u522b\u6280\u672f\u5728\u67d0\u4e9b\u9886\u57df\u4ecd\u7136\u5b58\u5728\u4e89\u8bae\uff0c\u4e3b\u8981\u662f<a href=\"https:\/\/www.gao.gov\/products\/gao-21-526\">\u653f\u5e9c\u76d1\u63a7\u63aa\u65bd<\/a>\u3002 \u867d\u7136\u9762\u90e8\u8bc6\u522b\u53ef\u4ee5\u63d0\u9ad8\u5b89\u5168\u6027\u548c\u4fdd\u969c\u6027\uff0c\u4f46\u4e5f\u6709\u4eba\u547c\u5401\u5236\u5b9a\u8fb9\u754c\u548c\u7acb\u6cd5\u6765\u4fdd\u62a4\u9690\u79c1\u3002<\/p>\n<h3><\/h3>\n<h3><span class=\"ez-toc-section\" id=\"%E4%BA%A4%E9%80%9A%E3%80%81%E9%A9%BE%E9%A9%B6%E5%92%8C%E6%B1%BD%E8%BD%A6%E8%A1%8C%E4%B8%9A\"><\/span>\u4ea4\u901a\u3001\u9a7e\u9a76\u548c\u6c7d\u8f66\u884c\u4e1a<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u8ba1\u7b97\u673a\u89c6\u89c9\u6539\u53d8\u4e86\u6211\u4eec\u9a7e\u9a76\u7684\u65b9\u5f0f\u4ee5\u53ca\u6211\u4eec\u5904\u7406\u4ea4\u901a\u7684\u65b9\u5f0f\u3002 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class=\"ez-toc-section\" id=\"2%E5%81%9C%E8%BD%A6%E6%8E%A7%E5%88%B6\"><\/span>2.\u505c\u8f66\u63a7\u5236<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>\u5982\u679c\u60a8\u66fe\u7ecf\u5c06\u8f66\u5f00\u8fdb\u505c\u8f66\u573a\u5e76\u7ed5\u5708\u8f6c\u5708\uff0c\u5374\u53d1\u73b0\u505c\u8f66\u573a\u5df2\u6ee1\uff0c\u60a8\u4f1a\u4f53\u4f1a\u5230\u8ba1\u7b97\u673a\u89c6\u89c9\u5728\u505c\u8f66\u63a7\u5236\u65b9\u9762\u7684\u4f18\u52bf\u3002 \u6444\u50cf\u5934\u53ef\u4ee5\u8bc6\u522b\u7a7a\u4f4d\u5e76\u5728\u6279\u6b21\u5df2\u6ee1\u65f6\u53cd\u9988\u7ed9\u8ba1\u7b97\u673a\u3002 \u5165\u53e3\u5904\u7684\u6807\u5fd7\u53ef\u4ee5\u63d0\u9192\u53f8\u673a\u8f66\u6ee1\uff0c\u907f\u514d\u8ba9\u6bcf\u4e2a\u4eba\u5934\u75bc\u3002<\/p>\n<p>\u6b64\u5916\uff0c\u4ed8\u8d39\u505c\u8f66\u573a\u53ef\u4ee5\u76d1\u63a7\u8f66\u724c\u548c\u4e2a\u522b\u5730\u70b9\uff0c\u4ee5\u786e\u5b9a\u6c7d\u8f66\u505c\u653e\u591a\u957f\u65f6\u95f4\u3002 \u5730\u5757\u6240\u6709\u8005\u53ef\u4ee5\u51cf\u5c11\u635f\u5931\u5e76\u76d1\u63a7\u4ed6\u4eec\u7684\u6295\u8d44\u3002<\/p>\n<h4><span class=\"ez-toc-section\" id=\"3_%E8%87%AA%E5%8A%A8%E9%A9%BE%E9%A9%B6%E6%B1%BD%E8%BD%A6\"><\/span>3. \u81ea\u52a8\u9a7e\u9a76\u6c7d\u8f66<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>\u5982\u679c\u6ca1\u6709\u67d0\u79cd\u5f62\u5f0f\u7684\u8ba1\u7b97\u673a\u89c6\u89c9\u6280\u672f\uff0c\u8981\u627e\u5230\u4e00\u8f86\u6c7d\u8f66\u5e76\u4e0d\u5bb9\u6613\u3002 \u5927\u591a\u6570\u65b0\u8f66\u90fd\u6709\u591a\u79cd\u5e94\u7528\u7a0b\u5e8f\uff0c\u4f8b\u5982\u81ea\u52a8\u6cca\u8f66\u548c\u5de1\u822a\u63a7\u5236\uff0c\u8fd9\u4e9b\u5e94\u7528\u7a0b\u5e8f\u53ef\u4ee5\u6d88\u9664\u9a7e\u9a76\u4e2d\u7684\u5927\u91cf\u731c\u6d4b\u3002<\/p>\n<p>\u5c3d\u7ba1\u8fd9\u4e9b\u662f\u76f8\u5bf9\u8f83\u65b0\u7684\u6280\u672f\uff0c\u4f46\u81ea\u52a8\u9a7e\u9a76\u6c7d\u8f66\u5df2\u7ecf\u6295\u5165\u4f7f\u7528\u4e86\u51e0\u5341\u5e74\u3002<a href=\"https:\/\/www.epa.gov\/greenvehicles\/self-driving-vehicles\">\u81ea\u52a8\u9a7e\u9a76\u6c7d\u8f66<\/a>\u4e0d\u518d\u6ca6\u4e3a\u79d1\u5e7b\u7535\u5f71\u3002 \u5c3d\u7ba1\u5927\u591a\u6570\u6c7d\u8f66\u4e0d\u5177\u5907\u5b8c\u5168\u81ea\u52a8\u9a7e\u9a76\u7684\u8d44\u683c\uff0c\u4f46\u6709\u4e9b\u6c7d\u8f66\u4e0d\u9700\u8981\u4eba\u7c7b\u9a7e\u9a76\u5458\uff0c\u9664\u975e\u60c5\u51b5\u8d85\u51fa\u6c7d\u8f66\u7684\u80fd\u529b\uff0c\u4f8b\u5982\u4ea4\u901a\u62e5\u5835\u3002<\/p>\n<p>\u81ea\u52a8\u9a7e\u9a76\u6c7d\u8f66\u4f9d\u9760\u4e00\u7cfb\u5217\u8ba1\u7b97\u673a\u89c6\u89c9\u6280\u672f\u5728\u6ca1\u6709\u4eba\u7c7b\u9a7e\u9a76\u5458\u63a7\u5236\u7684\u60c5\u51b5\u4e0b\u8fd0\u884c\u3002 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class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u8ba1\u7b97\u673a\u89c6\u89c9\u8f6f\u4ef6\u81ea\u52a8\u5316\u901a\u8fc7\u8ddf\u8e2a\u5ba2\u6237\u6765\u8ba1\u7b97\u901a\u8fc7\u5546\u5e97\u7684\u6d41\u91cf\u6765\u652f\u6301\u96f6\u552e\u5546\u5e97\u3002 \u76d1\u63a7\u8d8b\u52bf\u5141\u8bb8\u5546\u5e97\u76f8\u5e94\u5730\u914d\u5907\u4eba\u5458\uff0c\u4f46\u5b83\u4e5f\u6709\u52a9\u4e8e\u9632\u635f\u56e2\u961f\u76d1\u63a7\u6e38\u8361\u8005\u5e76\u9488\u5bf9\u76d7\u7a83\u95ee\u9898\u3002<\/p>\n<h3><\/h3>\n<h3><span class=\"ez-toc-section\" id=\"%E5%86%9C%E4%B8%9A%E5%BA%94%E7%94%A8\"><\/span>\u519c\u4e1a\u5e94\u7528<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u62e5\u6709\u5927\u89c4\u6a21\u4e1a\u52a1\u7684\u519c\u6c11\u53ef\u4ee5\u4f7f\u7528\u76d1\u63a7\u52a8\u7269\u548c\u519c\u4f5c\u7269\u7684\u8ba1\u7b97\u673a\u89c6\u89c9\u8f6f\u4ef6\u6765\u7b80\u5316\u4ed6\u4eec\u7684\u4e8b\u52a1\u3002 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href=\"https:\/\/www.zaptest.com\/hyperautomation\">\u8d85\u81ea\u52a8\u5316<\/a>\u7684\u4e0b\u4e00\u6b65\uff0c\u56e0\u4e3a\u751f\u4ea7\u56e2\u961f\u96c6\u6210\u4e86\u8ba1\u7b97\u673a\u89c6\u89c9\u8f6f\u4ef6\u6765\u589e\u5f3a\u4ece\u751f\u4ea7\u5230\u8d28\u91cf\u63a7\u5236\u7684\u4e00\u5207\u3002<\/p>\n<ul>\n<li>\u901a\u8fc7\u9762\u90e8\u8bc6\u522b\u589e\u5f3a\u751f\u4ea7\u529b\u5206\u6790\uff0c\u4ee5\u8bc4\u4f30\u4e2a\u4eba\u5bf9\u65f6\u95f4\u548c\u8d44\u6e90\u7684\u4f7f\u7528\uff0c\u4ece\u800c\u521b\u5efa\u66f4\u9ad8\u6548\u7684\u6d41\u7a0b\u3002<\/li>\n<li>\u5229\u7528\u8ba1\u7b97\u673a\u89c6\u89c9\u8f6f\u4ef6\u5bf9\u8bbe\u5907\u8fdb\u884c\u89c6\u89c9\u68c0\u67e5\uff0c\u4ee5\u4fbf\u53ca\u65e9\u53d1\u73b0\u95ee\u9898\uff0c\u4ece\u800c\u51cf\u5c11\u505c\u673a\u65f6\u95f4\u548c\u7ef4\u4fee\u6210\u672c\u3002 \u5b83\u8fd8\u53ef\u4ee5\u8bc6\u522b\u4e2a\u4eba\u9632\u62a4\u8bbe\u5907 (PPE) \u7684\u8584\u5f31\u73af\u8282\u3002<\/li>\n<li>\u8d28\u91cf\u4fdd\u8bc1\u56e2\u961f\u53ef\u4ee5\u4f7f\u7528\u8ba1\u7b97\u673a\u89c6\u89c9\u8f6f\u4ef6\u81ea\u52a8\u5316\u6765\u8bc4\u4f30\u548c\u6bd4\u8f83\u4ea7\u54c1\uff0c\u4ee5\u6d88\u9664\u6709\u7f3a\u9677\u7684\u7ec4\u4ef6\u6216\u5728\u53d1\u9001\u4e4b\u524d\u8bc6\u522b\u9700\u8981\u7ef4\u4fee\u7684\u7269\u54c1\u3002<\/li>\n<\/ul>\n<p>\u6b64\u5916\uff0c\u516c\u53f8\u53ef\u4ee5\u4f7f\u7528\u865a\u62df\u8bbe\u5907\u548c\u8ba1\u7b97\u673a\u89c6\u89c9\u8f6f\u4ef6\u5236\u4f5c\u6280\u80fd\u57f9\u8bad\u6a21\u5757\u548c\u8bc4\u4f30\u3002 \u5458\u5de5\u53ef\u4ee5\u5728\u4e0d\u727a\u7272\u4efb\u4f55\u4ea7\u54c1\u7684\u60c5\u51b5\u4e0b\u5b66\u4e60\u65b0\u6280\u80fd\u5e76\u589e\u5f3a\u73b0\u6709\u80fd\u529b\u4ee5\u63d0\u9ad8\u7ee9\u6548\u548c\u6548\u7387\u3002<\/p>\n<h2><\/h2>\n<h2><span class=\"ez-toc-section\" id=\"%E8%BD%AF%E4%BB%B6%E6%B5%8B%E8%AF%95%E8%87%AA%E5%8A%A8%E5%8C%96%E4%B8%AD%E7%9A%84%E8%AE%A1%E7%AE%97%E6%9C%BA%E8%A7%86%E8%A7%89%E2%80%94%E2%80%94%E8%BF%87%E5%8E%BB%E3%80%81%E7%8E%B0%E5%9C%A8%E5%92%8C%E6%9C%AA%E6%9D%A5%E7%9A%84%E6%95%85%E4%BA%8B\"><\/span>\u8f6f\u4ef6\u6d4b\u8bd5\u81ea\u52a8\u5316\u4e2d\u7684\u8ba1\u7b97\u673a\u89c6\u89c9\u2014\u2014\u8fc7\u53bb\u3001\u73b0\u5728\u548c\u672a\u6765\u7684\u6545\u4e8b<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u5927\u591a\u6570\u884c\u4e1a\u90fd\u53d7\u76ca\u4e8e\u8ba1\u7b97\u673a\u89c6\u89c9\u6280\u672f\uff0c\u4f46\u4e0b\u4e00\u9636\u6bb5\u662f\u91c7\u7528\u8ba1\u7b97\u673a\u89c6\u89c9<a href=\"https:\/\/www.zaptest.com\/software-testing-services\">\u5de5\u5177\u6765\u5b9e\u73b0\u8f6f\u4ef6\u6d4b\u8bd5\u81ea\u52a8\u5316<\/a>\u3002 \u4f7f\u7528\u8ba1\u7b97\u673a\u89c6\u89c9\u8f6f\u4ef6\u6765\u6d4b\u8bd5\u81ea\u52a8\u5316\u5e76\u4e0d\u662f\u4e00\u4e2a\u65b0\u6982\u5ff5\uff0c\u4f46\u4e0e\u6700\u65e9\u7684\u5c1d\u8bd5\u76f8\u6bd4\u5df2\u7ecf\u6709\u4e86\u5f88\u957f\u7684\u8def\u8981\u8d70\u3002<\/p>\n<h3><img decoding=\"async\" class=\"aligncenter wp-image-29164\" src=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2022\/07\/computer-vision-for-software-testing-min-819x1024.jpeg\" alt=\"\u7528\u4e8e\u8f6f\u4ef6\u6d4b\u8bd5\u7684\u8ba1\u7b97\u673a\u89c6\u89c9\" width=\"549\" height=\"686\"><\/h3>\n<h3><span class=\"ez-toc-section\" id=\"%E8%AE%A1%E7%AE%97%E6%9C%BA%E8%A7%86%E8%A7%89%E5%9C%A8%E8%BD%AF%E4%BB%B6%E6%B5%8B%E8%AF%95%E4%B8%AD%E7%9A%84%E6%BC%94%E5%8F%98%E2%80%94%E2%80%94%E5%8E%86%E5%8F%B2\"><\/span>\u8ba1\u7b97\u673a\u89c6\u89c9\u5728\u8f6f\u4ef6\u6d4b\u8bd5\u4e2d\u7684\u6f14\u53d8\u2014\u2014\u5386\u53f2<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u6d4b\u8bd5\u8f6f\u4ef6\u65e9\u5728 1970 \u5e74\u4ee3\u5c31\u5df2\u7ecf\u5b58\u5728\uff0c\u4f46\u9700\u8981\u5927\u91cf\u52aa\u529b\u624d\u80fd\u5728\u73b0\u573a\u542f\u52a8\u5b83\u3002 \u5982\u679c\u6ca1\u6709\u4e92\u8054\u7f51\uff0c\u8f6f\u4ef6\u5f00\u53d1\u516c\u53f8\u5fc5\u987b\u7f16\u5199\u4ee3\u7801\u5e76\u5c06\u5355\u72ec\u7684\u6d4b\u8bd5\u53d1\u9001\u7ed9\u6bcf\u4e2a\u5ba2\u6237\u3002<\/p>\n<p>\u81ea\u52a8\u5316\u6d4b\u8bd5\u8f6f\u4ef6\u7684\u6700\u65e9\u8fed\u4ee3\u9700\u8981\u9891\u7e41\u66f4\u65b0\uff0c\u8fc7\u4e8e\u7b80\u5355\u7684\u7cfb\u7edf\u65e0\u6cd5\u5904\u7406\u590d\u6742\u7684\u4efb\u52a1\u3002 \u6b64\u5916\uff0c\u8fd8\u6709\u4e00\u4e9b\u4e0d\u517c\u5bb9\u548c\u4eba\u4e3a\u9519\u8bef\u7684\u95ee\u9898\u3002<\/p>\n<p>\u51e0\u5341\u5e74\u6765\uff0c\u4e0e\u624b\u52a8\u6d4b\u8bd5\u76f8\u6bd4\uff0c\u81ea\u52a8\u5316\u6d4b\u8bd5\u6548\u7387\u8f83\u4f4e\u4e14\u8017\u65f6\u8f83\u591a\u3002 \u751f\u4ea7\u53ef\u884c\u7684\u4ea7\u54c1\u5e76\u91ca\u653e\u81ea\u52a8\u5316\u6d4b\u8bd5\u8f6f\u4ef6\uff08\u5305\u62ec\u8ba1\u7b97\u673a\u89c6\u89c9\uff09\u7684\u4f18\u52bf\u9700\u8981\u6280\u672f\u4e0a\u7684\u91cd\u5927\u8fdb\u6b65\u548c\u8fdb\u6b65\u3002<\/p>\n<h3><\/h3>\n<h3><span class=\"ez-toc-section\" id=\"%E8%AE%A1%E7%AE%97%E6%9C%BA%E8%A7%86%E8%A7%89%E5%A6%82%E4%BD%95%E7%94%A8%E4%BA%8E%E8%BD%AF%E4%BB%B6%E6%B5%8B%E8%AF%95%E8%87%AA%E5%8A%A8%E5%8C%96_%E2%80%93_%E7%8E%B0%E5%9C%A8\"><\/span>\u8ba1\u7b97\u673a\u89c6\u89c9\u5982\u4f55\u7528\u4e8e\u8f6f\u4ef6\u6d4b\u8bd5\u81ea\u52a8\u5316 &#8211; \u73b0\u5728<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u7531\u4e8e\u8ba1\u7b97\u673a\u89c6\u89c9\u6280\u672f\u7684\u8fdb\u6b65<a href=\"https:\/\/www.zaptest.com\/a-complete-guide-to-software-testing-automation\">\uff0c\u81ea\u52a8\u5316\u6d4b\u8bd5\u8f6f\u4ef6<\/a>\u7684\u53d1\u5c55\u53d1\u751f\u4e86\u91cd\u5927\u53d8\u5316\u3002 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id=\"%E8%AE%A1%E7%AE%97%E6%9C%BA%E8%A7%86%E8%A7%89%E5%9C%A8%E8%BD%AF%E4%BB%B6%E6%B5%8B%E8%AF%95%E8%87%AA%E5%8A%A8%E5%8C%96%E4%B8%AD%E7%9A%84%E6%96%B0%E5%85%B4%E5%BA%94%E7%94%A8%E2%80%94%E2%80%94%E6%9C%AA%E6%9D%A5\"><\/span>\u8ba1\u7b97\u673a\u89c6\u89c9\u5728\u8f6f\u4ef6\u6d4b\u8bd5\u81ea\u52a8\u5316\u4e2d\u7684\u65b0\u5174\u5e94\u7528\u2014\u2014\u672a\u6765<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u884c\u4e1a\u9884\u6d4b\u5f3a\u8c03\u673a\u5668\u5b66\u4e60\u7684\u589e\u957f\u548c CNN \u7684\u6269\u5c55\uff0c\u4ee5\u81ea\u52a8\u5316\u66f4\u591a\u5de5\u4f5c\u8d1f\u8f7d\u5e76\u4f18\u5316\u73b0\u6709\u6d41\u7a0b\u3002 \u6211\u4eec\u5f88\u53ef\u80fd\u4f1a\u770b\u5230\u66f4\u591a\u57fa\u4e8e\u4e91\u7684\u670d\u52a1\u4ee5\u53ca\u65e0\u4eba\u673a\u548c\u79fb\u52a8\u8bbe\u5907\u7684\u66f4\u591a\u4f7f\u7528\uff0c\u4ee5\u5141\u8bb8\u4eba\u4eec\u5728\u4e16\u754c\u4efb\u4f55\u5730\u65b9\u5de5\u4f5c\u3002<\/p>\n<h2><\/h2>\n<h2><span class=\"ez-toc-section\" id=\"%E8%AE%A1%E7%AE%97%E6%9C%BA%E8%A7%86%E8%A7%89%E5%9C%A8%E8%BD%AF%E4%BB%B6%E6%B5%8B%E8%AF%95%E8%87%AA%E5%8A%A8%E5%8C%96%E4%B8%AD%E7%9A%84%E5%A5%BD%E5%A4%84\"><\/span>\u8ba1\u7b97\u673a\u89c6\u89c9\u5728\u8f6f\u4ef6\u6d4b\u8bd5\u81ea\u52a8\u5316\u4e2d\u7684\u597d\u5904<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><img decoding=\"async\" class=\"aligncenter wp-image-29236\" src=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2022\/07\/Software-testing-checklist-1024x681.jpeg\" alt=\"\u8f6f\u4ef6\u6d4b\u8bd5\u6e05\u5355\" width=\"575\" height=\"383\"><\/p>\n<p>\u8ba1\u7b97\u673a\u89c6\u89c9\u5de5\u5177\u5728\u8f6f\u4ef6\u6d4b\u8bd5\u4e2d\u7684\u597d\u5904\u600e\u4e48\u5f3a\u8c03\u90fd\u4e0d\u4e3a\u8fc7\uff0c\u4f46\u4e0d\u53ef\u80fd\u9610\u660e\u6bcf\u4e00\u79cd\u53ef\u80fd\u7684\u597d\u5904\u3002 \u5c3d\u7ba1\u5982\u6b64\uff0c\u4e00\u4e9b\u6700\u5927\u7684\u597d\u5904\u53ef\u4ee5\u5e26\u6765\u4ee4\u4eba\u96be\u4ee5\u7f6e\u4fe1\u7684\u589e\u957f\u548c\u751f\u4ea7\u529b\u53d8\u5316\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%E5%87%8F%E5%B0%91%E7%9B%B2%E7%82%B9\"><\/span>\u51cf\u5c11\u76f2\u70b9<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u8ba1\u7b97\u673a\u89c6\u89c9\u5de5\u5177\u5728\u8f6f\u4ef6\u6d4b\u8bd5\u4e2d\u7684\u6700\u5927\u4f18\u52bf\u4e4b\u4e00\u662f\u80fd\u591f\u51cf\u5c11\u73b0\u6709\u6d41\u7a0b\u4e2d\u7684\u76f2\u70b9\u3002 \u4f7f\u7528\u8ba1\u7b97\u673a\u89c6\u89c9\u8f6f\u4ef6\u589e\u5f3a\u73b0\u6709\u7684\u81ea\u52a8\u5316\u6d4b\u8bd5\u5de5\u5177\u6709\u52a9\u4e8e\u5728\u7a7a\u95f4\u5185\u5b9a\u4f4d\u673a\u5668\u5e76\u586b\u8865\u7a7a\u767d\u3002 \u8ba1\u7b97\u673a\u89c6\u89c9\u8f6f\u4ef6\u81ea\u52a8\u5316\u901a\u8fc7\u586b\u5145\u6570\u636e\u5468\u56f4\u7684\u7a7a\u767d\u6765\u652f\u6301\u7cfb\u7edf\uff0c\u4ee5\u951a\u5b9a\u63a5\u6536\u5230\u7684\u4fe1\u606f\u5e76\u5236\u5b9a\u66f4\u5b8c\u6574\u7684\u753b\u9762\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%E5%BF%AB%E9%80%9F%E6%B5%8B%E8%AF%95\"><\/span>\u5feb\u901f\u6d4b\u8bd5<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u66f4\u5feb\u7684\u6d4b\u8bd5\u662f\u5728\u8f6f\u4ef6\u5de5\u7a0b\u5e94\u7528\u7a0b\u5e8f\u4e2d\u8003\u8651\u8ba1\u7b97\u673a\u89c6\u89c9\u6d4b\u8bd5\u7684\u53e6\u4e00\u4e2a\u597d\u5904\u3002 \u4f7f\u7528\u8ba1\u7b97\u673a\u89c6\u89c9\u610f\u5473\u7740\u60a8\u7684\u56e2\u961f\u4e0d\u5fc5\u82b1\u8d39\u5b9d\u8d35\u7684\u65f6\u95f4\u4e3a\u975e\u6807\u51c6\u8bbe\u7f6e\u6216\u4ea7\u54c1\u5236\u4f5c\u6570\u636e\u3002 \u8ba1\u7b97\u673a\u53ef\u4ee5\u6839\u636e\u63a5\u6536\u5230\u7684\u663e\u793a\u548c\u56fe\u50cf\u6765\u9002\u5e94\u53d8\u5316\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%E4%B8%8D%E6%96%AD%E6%94%B9%E8%BF%9B\"><\/span>\u4e0d\u65ad\u6539\u8fdb<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u4e0e\u5927\u591a\u6570\u6280\u672f\u8fdb\u6b65\u4e00\u6837\uff0c\u968f\u7740\u7a0b\u5e8f\u5458\u6539\u8fdb\u548c\u6269\u5c55\u529f\u80fd\uff0c\u7528\u4e8e\u8f6f\u4ef6\u5f00\u53d1\u7684\u8ba1\u7b97\u673a\u89c6\u89c9\u6d4b\u8bd5\u5de5\u5177\u4ecd\u5728\u4e0d\u65ad\u53d8\u5316\u3002 \u7531\u4e8e\u589e\u957f\u7a7a\u95f4\u65e0\u9650\uff0c\u4f7f\u7528\u8ba1\u7b97\u673a\u89c6\u89c9\u8f6f\u4ef6\u6d4b\u8bd5\u81ea\u52a8\u5316\u5c06\u5728\u672a\u6765\u51e0\u5e74\u4fdd\u6301\u5728\u5927\u591a\u6570\u884c\u4e1a\u7684\u524d\u6cbf\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%E8%87%AA%E5%8A%A8%E5%8C%96_GUI_%E6%B5%8B%E8%AF%95\"><\/span>\u81ea\u52a8\u5316 GUI \u6d4b\u8bd5<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u5728\u4efb\u4f55\u884c\u4e1a\u90fd\u4e0d\u5bb9\u6613\u627e\u5230\u53ef\u9760\u5730\u5b8c\u6210\u5e73\u51e1\u4efb\u52a1\u7684\u4eba\uff0c\u56e0\u6b64\u627e\u5230\u81ea\u52a8\u5316\u8fd9\u4e9b\u7e41\u7410\u6d41\u7a0b\u7684\u65b9\u6cd5\u53ef\u4ee5\u8282\u7701\u6bcf\u4e2a\u4eba\u3002 \u7528\u4e8e\u8f6f\u4ef6\u6d4b\u8bd5\u81ea\u52a8\u5316\u7684\u6700\u4f73\u8ba1\u7b97\u673a\u89c6\u89c9\u5de5\u5177\u53ef\u4ee5\u7ba1\u7406\u8fd9\u4e9b\u4efb\u52a1\uff0c\u4e3a\u516c\u53f8\u8282\u7701\u65f6\u95f4\u548c\u91d1\u94b1\uff0c\u540c\u65f6\u51cf\u8f7b\u5458\u5de5\u538b\u529b\u3002<\/p>\n<h2><\/h2>\n<h2><span class=\"ez-toc-section\" id=\"%E8%AE%A1%E7%AE%97%E6%9C%BA%E8%A7%86%E8%A7%89%E5%9C%A8%E8%BD%AF%E4%BB%B6%E6%B5%8B%E8%AF%95%E8%87%AA%E5%8A%A8%E5%8C%96%E4%B8%AD%E7%9A%84%E6%8C%91%E6%88%98\"><\/span>\u8ba1\u7b97\u673a\u89c6\u89c9\u5728\u8f6f\u4ef6\u6d4b\u8bd5\u81ea\u52a8\u5316\u4e2d\u7684\u6311\u6218<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u4f7f\u7528\u8ba1\u7b97\u673a\u89c6\u89c9\u8f6f\u4ef6\u6765\u6d4b\u8bd5\u81ea\u52a8\u5316\u5e76\u4e0d\u5b8c\u7f8e\uff0c\u5e76\u4e14\u6709\u4e00\u4e9b\u503c\u5f97\u6ce8\u610f\u7684\u7f3a\u70b9\u9700\u8981\u8003\u8651\u3002<\/p>\n<p><img decoding=\"async\" class=\"aligncenter wp-image-29407\" src=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2022\/07\/challenges-load-testing-1024x683.jpeg\" alt=\"\u6311\u6218\u8d1f\u8f7d\u6d4b\u8bd5\" width=\"611\" height=\"407\"><\/p>\n<h3><span class=\"ez-toc-section\" id=\"%E5%AF%B9%E5%9B%BE%E5%83%8F%E8%B4%A8%E9%87%8F%E7%9A%84%E4%BE%9D%E8%B5%96\"><\/span>\u5bf9\u56fe\u50cf\u8d28\u91cf\u7684\u4f9d\u8d56<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u7cdf\u7cd5\u7684\u56fe\u50cf\u8d28\u91cf\u4f1a\u4ea7\u751f\u8d1f\u9762\u7ed3\u679c\u5df2\u4e0d\u662f\u4ec0\u4e48\u79d8\u5bc6\uff0c\u4f46\u662f\u53ef\u53d8\u7684\u7167\u660e\u6761\u4ef6\u6216\u4e0d\u4e00\u81f4\u7684\u65b9\u5411\u5462\uff1f \u867d\u7136\u6211\u4eec\u7684\u773c\u775b\u5f88\u5bb9\u6613\u9002\u5e94\u5149\u7ebf\u7684\u7ec6\u5fae\u53d8\u5316\uff0c\u4f46\u8ba1\u7b97\u673a\u89c6\u89c9\u8f6f\u4ef6\u5374\u4e0d\u80fd\u3002 \u5373\u4f7f\u662f\u7528\u4e8e\u8f6f\u4ef6\u6d4b\u8bd5\u81ea\u52a8\u5316\u7684\u6700\u4f73\u8ba1\u7b97\u673a\u89c6\u89c9\u5de5\u5177\u4e5f\u65e0\u6cd5\u5b8c\u7f8e\u590d\u5236\u4eba\u773c\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%E5%80%BE%E6%96%9C%E5%AD%A6%E4%B9%A0\"><\/span>\u503e\u659c\u5b66\u4e60<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u4e00\u4e9b\u90e8\u95e8\u5bf9\u5b9e\u73b0\u5176\u76ee\u6807\u6240\u9700\u7684\u8d28\u91cf\u6570\u636e\u7684\u8bbf\u95ee\u6709\u9650\u3002 \u4f8b\u5982\uff0c\u533b\u7597\u4fdd\u5065\u9886\u57df\u53ef\u80fd\u7f3a\u4e4f\u9ad8\u8d28\u91cf\u7684\u89c6\u9891\u548c\u56fe\u50cf\u6765\u521b\u5efa\u903c\u771f\u7684\u865a\u62df\u7a7a\u95f4\u8fdb\u884c\u5b9e\u8df5\u3002 \u586b\u8865\u7a7a\u767d\u6216\u521b\u5efa\u8db3\u591f\u7684\u6570\u636e\u96c6\u5e76\u4e0d\u603b\u662f\u90a3\u4e48\u5bb9\u6613\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%E8%AE%A1%E7%AE%97%E6%88%90%E6%9C%AC\"><\/span>\u8ba1\u7b97\u6210\u672c<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u5728\u6240\u9700\u7684\u786c\u4ef6\u548c\u719f\u7ec3\u7684\u8ba1\u7b97\u673a\u89c6\u89c9\u5de5\u7a0b\u5e08\u7684\u4f7f\u7528\u4e4b\u95f4\uff0c\u8bbe\u7f6e\u8ba1\u7b97\u673a\u89c6\u89c9\u8f6f\u4ef6\u6765\u6d4b\u8bd5\u81ea\u52a8\u5316\u7684\u6210\u672c\u662f\u5de8\u5927\u7684\u3002 \u4f4e\u4f30\u6210\u672c\u4f1a\u5bfc\u81f4\u6570\u636e\u4e0d\u51c6\u786e\u548c\u56de\u62a5\u4f4e\u4e8e\u6807\u51c6\u3002<\/p>\n<h2><\/h2>\n<h2><span class=\"ez-toc-section\" id=\"%E5%BD%93%E5%89%8D%E8%BD%AF%E4%BB%B6%E8%87%AA%E5%8A%A8%E5%8C%96%E5%B7%A5%E5%85%B7%E7%9A%84%E5%B1%80%E9%99%90%E6%80%A7\"><\/span>\u5f53\u524d\u8f6f\u4ef6\u81ea\u52a8\u5316\u5de5\u5177\u7684\u5c40\u9650\u6027<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u73b0\u6709\u7684\u8f6f\u4ef6\u81ea\u52a8\u5316\u5de5\u5177\u5177\u6709\u5f71\u54cd\u6574\u4f53\u7ed3\u679c\u7684\u5148\u5929\u5c40\u9650\u6027\u3002 \u867d\u7136\u4e0e\u624b\u52a8\u6d4b\u8bd5\u76f8\u6bd4\u6709\u663e\u7740\u7684\u597d\u5904\uff0c\u4f46\u5ffd\u7565\u8fd9\u4e9b\u7f3a\u70b9\u662f\u4e0d\u5207\u5b9e\u9645\u7684\u3002<\/p>\n<ul>\n<li>\u73b0\u6709\u7684\u81ea\u52a8\u5316\u5de5\u5177\u53ea\u80fd\u67e5\u770b\u4ed6\u4eec\u77e5\u9053\u7684\u5185\u5bb9\uff0c\u8fd9\u610f\u5473\u7740\u5982\u679c\u60a8\u6ca1\u6709\u63d0\u4f9b\u6570\u636e\uff0c\u4ed6\u4eec\u65e0\u6cd5\u68c0\u67e5\u5916\u90e8\u8bbe\u7f6e\u7684\u53c2\u6570\u3002<\/li>\n<li>\u4e00\u65e6\u542f\u52a8\uff0c\u60a8\u53ef\u4ee5\u8282\u7701\u5927\u91cf\u65f6\u95f4\uff0c\u4f46\u9700\u8981\u4e00\u6bb5\u65f6\u95f4\u624d\u80fd\u4f7f\u7cfb\u7edf\u52a0\u901f\u3002<\/li>\n<li>\u5b83\u5e76\u4e0d\u4fbf\u5b9c\u3002 \u4f7f\u7528\u8f6f\u4ef6\u81ea\u52a8\u5316\u5de5\u5177\u662f\u6709\u4ee3\u4ef7\u7684\uff0c\u5e76\u4e14\u4ee3\u8868\u4e86\u4e00\u9879\u91cd\u5927\u6295\u8d44\uff0c\u4f46\u4ece\u957f\u8fdc\u6765\u770b\uff0c\u5b83\u662f\u6709\u56de\u62a5\u7684\u3002<\/li>\n<li>\u671f\u671b\u6301\u7eed\u7684\u4ee3\u7801\u7ef4\u62a4\u4ee5\u786e\u4fdd\u51c6\u786e\u7684\u7ed3\u679c\u3002<\/li>\n<\/ul>\n<p>\u6700\u7ec8\uff0c\u8f6f\u4ef6\u81ea\u52a8\u5316\u5de5\u5177\u4e0e<a href=\"https:\/\/www.zaptest.com\/a-complete-guide-to-robotic-process-automation-rpa\">\u673a\u5668\u4eba\u8fc7\u7a0b\u81ea\u52a8\u5316<\/a>(RPA) \u975e\u5e38\u76f8\u4f3c\uff0c\u56e0\u4e3a\u5b83\u4eec\u6d88\u9664\u4e86\u4eba\u4e3a\u56e0\u7d20\u3002 \u56e2\u961f\u5931\u53bb\u4e86\u6709\u4ef7\u503c\u7684\u3001\u719f\u7ec3\u7684\u5458\u5de5\uff0c\u56e0\u4e3a\u5f53\u4ed6\u4eec\u8f6c\u5411\u81ea\u52a8\u5316\u5de5\u5177\u65f6\u3002 \u53e6\u5916\uff0c\u8ba1\u7b97\u673a\u4e0d\u80fd\u50cf\u4eba\u4e00\u6837\u601d\u8003\u6216\u53cd\u5e94\uff0c\u8fd9\u53ef\u80fd\u662f\u4e00\u4e2a\u597d\u5904\u548c\u4e00\u4e2a\u7f3a\u70b9\u3002<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%E5%A6%82%E4%BD%95%E4%BD%BF%E7%94%A8%E4%BD%8E%E4%BB%A3%E7%A0%81%E5%B7%A5%E5%85%B7%E8%AE%A1%E7%AE%97%E6%9C%BA%E8%A7%86%E8%A7%89%E5%BC%80%E5%A7%8B%E8%BD%AF%E4%BB%B6%E6%B5%8B%E8%AF%95\"><\/span>\u5982\u4f55\u4f7f\u7528\u4f4e\u4ee3\u7801\u5de5\u5177\u8ba1\u7b97\u673a\u89c6\u89c9\u5f00\u59cb\u8f6f\u4ef6\u6d4b\u8bd5<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><img decoding=\"async\" class=\"aligncenter size-large wp-image-28646\" src=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2022\/06\/Screenshot-2022-06-18-at-11.42.58-1024x641.png\" alt=\"\u529f\u80fd\u6d4b\u8bd5\u81ea\u52a8\u5316\u5e38\u89c1\u95ee\u9898\u89e3\u7b54\" width=\"1024\" height=\"641\" srcset=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2022\/06\/Screenshot-2022-06-18-at-11.42.58-980x614.png 980w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2022\/06\/Screenshot-2022-06-18-at-11.42.58-480x301.png 480w\" sizes=\"(min-width: 0px) and (max-width: 480px) 480px, (min-width: 481px) and (max-width: 980px) 980px, (min-width: 981px) 1024px, 100vw\" \/><\/p>\n<p>\u542f\u52a8\u4efb\u4f55\u9879\u76ee\u4f3c\u4e4e\u90fd\u4f1a\u8ba9\u4eba\u4e0d\u77e5\u6240\u63aa\uff0c\u5c24\u5176\u662f\u5728\u6d89\u53ca\u590d\u6742\u6280\u672f\u7684\u60c5\u51b5\u4e0b\u3002 \u503c\u5f97\u5e86\u5e78\u7684\u662f\uff0c\u8ba1\u7b97\u673a\u89c6\u89c9\u5de5\u5177\u5728\u8f6f\u4ef6\u6d4b\u8bd5\u4e2d\u7684\u597d\u5904\u4e4b\u4e00\u662f\u719f\u7ec3\u7684\u5de5\u7a0b\u5e08\u53ef\u4ee5\u5b8c\u6210\u5927\u90e8\u5206\u5de5\u4f5c\uff0c\u56e0\u6b64\u60a8\u65e0\u9700\u5b66\u4e60\u5927\u91cf\u4ee3\u7801\u6216\u6280\u672f\u6280\u80fd\u5373\u53ef\u4f7f\u7528\u5b83\u3002<\/p>\n<p>ZAPTEST \u8f6f\u4ef6\u4f9d\u8d56\u4e8e\u63d0\u4f9b\u4f4e\u4ee3\u7801\u5de5\u5177\u7684\u5185\u7f6e\u529f\u80fd\u6765\u6ee1\u8db3\u60a8\u7684\u9700\u6c42\u3002 \u9884\u8ba2\u6f14\u793a\u5e76\u4e86\u89e3 ZAPTEST \u5982\u4f55\u901a\u8fc7\u6211\u4eec\u7684\u4e00\u7ad9\u5f0f\u8f6f\u4ef6\u6d4b\u8bd5\u81ea\u52a8\u5316\u670d\u52a1\u548c\u4e13\u4e1a\u7684\u4e13\u5bb6\u56e2\u961f\u63d0\u9ad8\u60a8\u7684\u5229\u6da6\u3002<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%E5%B8%B8%E8%A7%81%E9%97%AE%E9%A2%98\"><\/span>\u5e38\u89c1\u95ee\u9898<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u60a8\u5bf9\u4f7f\u7528\u8ba1\u7b97\u673a\u89c6\u89c9\u548c\u8f6f\u4ef6\u6d4b\u8bd5\u81ea\u52a8\u5316\u8fd8\u6709\u7591\u95ee\u5417\uff1f \u8fd9\u4e9b\u5e38\u89c1\u7684\u95ee\u9898\u548c\u7b54\u6848\u53ef\u80fd\u4f1a\u8ba9\u4e8b\u60c5\u53d8\u5f97\u6e05\u6670\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%E4%BB%80%E4%B9%88%E6%98%AF%E8%AE%A1%E7%AE%97%E6%9C%BA%E8%A7%86%E8%A7%89%E6%B5%8B%E8%AF%95%EF%BC%9F\"><\/span>\u4ec0\u4e48\u662f\u8ba1\u7b97\u673a\u89c6\u89c9\u6d4b\u8bd5\uff1f<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u8ba1\u7b97\u673a\u89c6\u89c9\u6d4b\u8bd5\u6311\u6218\u7cfb\u7edf\uff0c\u4ee5\u786e\u5b9a\u5b83\u4eec\u5728\u8bc6\u522b\u3001\u5206\u7c7b\u751a\u81f3\u5bf9\u4e3b\u9898\u56fe\u50cf\u505a\u51fa\u53cd\u5e94\u65b9\u9762\u7684\u51c6\u786e\u6027\u3002 \u5b83\u5efa\u7acb\u4e86\u4f7f\u7528\u8ba1\u7b97\u673a\u89c6\u89c9\u6d4b\u8bd5\u5de5\u5177\u8fdb\u884c\u8f6f\u4ef6\u5f00\u53d1\u548c\u5176\u4ed6\u81ea\u52a8\u5316\u4efb\u52a1\u7684\u57fa\u7ebf\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%E8%AE%A1%E7%AE%97%E6%9C%BA%E8%A7%86%E8%A7%89%E6%B5%8B%E8%AF%95%E9%9C%80%E8%A6%81%E7%BC%96%E7%A0%81%E5%90%97%EF%BC%9F\"><\/span>\u8ba1\u7b97\u673a\u89c6\u89c9\u6d4b\u8bd5\u9700\u8981\u7f16\u7801\u5417\uff1f<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u662f\u548c\u4e0d\u662f\u3002 \u673a\u5668\u5b66\u4e60\u610f\u5473\u7740\u8f6f\u4ef6\u5de5\u7a0b\u5e08\u4e0d\u5fc5\u624b\u52a8\u7f16\u5199\u6240\u6709\u4ee3\u7801\uff0c\u56e0\u4e3a\u4ed6\u4eec\u53ef\u4ee5\u4f7f\u7528\u73b0\u6709\u7684\u529f\u80fd\u548c\u7b97\u6cd5\u3002 \u4f46\u662f\uff0c\u6bcf\u4e2a\u7ea7\u522b\u4ecd\u7136\u6d89\u53ca\u7f16\u7801\u5143\u7d20\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%E8%AE%A1%E7%AE%97%E6%9C%BA%E8%A7%86%E8%A7%89%E8%BD%AF%E4%BB%B6%E6%B5%8B%E8%AF%95%E8%87%AA%E5%8A%A8%E5%8C%96%E9%9C%80%E8%A6%81%E5%93%AA%E4%BA%9B%E6%8A%80%E8%83%BD%EF%BC%9F\"><\/span>\u8ba1\u7b97\u673a\u89c6\u89c9\u8f6f\u4ef6\u6d4b\u8bd5\u81ea\u52a8\u5316\u9700\u8981\u54ea\u4e9b\u6280\u80fd\uff1f<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u5373\u4f7f\u662f\u7528\u4e8e\u8f6f\u4ef6\u6d4b\u8bd5\u81ea\u52a8\u5316\u7684\u6700\u4f73\u8ba1\u7b97\u673a\u89c6\u89c9\u5de5\u5177\uff0c\u4e00\u5f00\u59cb\u4e5f\u9700\u8981\u719f\u7ec3\u7684\u7a0b\u5e8f\u5458\u6216\u5de5\u7a0b\u5e08\u3002 \u4f60\u9700\u8981\u6709\u5e7f\u6cdb\u7684\u7f16\u7801\u80cc\u666f\u548c\u5bf9 DevOps \u65b9\u6cd5\u7684\u7406\u89e3\u7684\u4eba\u6765\u5efa\u7acb\u7cfb\u7edf\u5e76\u4f7f\u4e00\u5207\u5728\u7ebf\u3002 \u901a\u5e38\uff0c\u60a8\u4f1a\u4f7f\u7528\u9ad8\u7ea7\u6570\u5b66\u6280\u80fd\u3001\u7edf\u8ba1\u3001\u56fe\u50cf\u5904\u7406\u548c\u6a21\u5f0f\u8bc6\u522b\u80fd\u529b\u3002<\/p>\n<h2><\/h2>\n<h2><span class=\"ez-toc-section\" id=\"%E7%94%A8%E4%BA%8E%E8%BD%AF%E4%BB%B6%E6%B5%8B%E8%AF%95%E8%87%AA%E5%8A%A8%E5%8C%96%E7%9A%84%E8%AE%A1%E7%AE%97%E6%9C%BA%E8%A7%86%E8%A7%89%E5%B7%A5%E5%85%B7\"><\/span>\u7528\u4e8e\u8f6f\u4ef6\u6d4b\u8bd5\u81ea\u52a8\u5316\u7684\u8ba1\u7b97\u673a\u89c6\u89c9\u5de5\u5177<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u8ba1\u7b97\u673a\u89c6\u89c9\u6d4b\u8bd5\u5de5\u5177\u53ef\u4ee5\u63d0\u9ad8\u6548\u7387\u548c\u751f\u4ea7\u529b\uff0c\u4f46\u9700\u8981\u9ad8\u7ea7\u4ea7\u54c1\u624d\u80fd\u4ea4\u4ed8\u3002 ZAPTEST \u662f\u9886\u5148\u7684\u57fa\u4e8e\u7aef\u5230\u7aef\u8ba1\u7b97\u673a\u89c6\u89c9\u8f6f\u4ef6\u7684\u6d4b\u8bd5\u81ea\u52a8\u5316\u5de5\u5177\uff0c\u5177\u6709\u7ecf\u8fc7\u9a8c\u8bc1\u7684\u7ed3\u679c\u548c\u5f3a\u5927\u7684\u8ddf\u8e2a\u8bb0\u5f55\u3002<\/p>\n<p>\u5728 ZAP \u5bf9\u8c61\u5f15\u64ce (ZOE) \u4e2d\u4f7f\u7528\u8ba1\u7b97\u673a\u89c6\u89c9\u6280\u672f\uff0c\u7528\u6237\u53ef\u4ee5\u521b\u5efa\u4efb\u4f55\u6570\u5b57\u754c\u9762\u7684\u81ea\u52a8\u5316\uff0c\u5305\u62ec\u5b9e\u65f6\u5e94\u7528\u7a0b\u5e8f\u3001\u89c6\u9891\uff0c\u751a\u81f3\u4ece\u6a21\u578b\u521b\u5efa\u811a\u672c\u3002 \u81ea\u52a8\u5316\u4e0b\u7684 UI \u6280\u672f\u7c7b\u578b\u4e0d\u518d\u662f\u95ee\u9898\u3002 \u6211\u4eec\u5728 ZAP 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