{"id":8300,"date":"2023-02-24T20:53:43","date_gmt":"2023-02-24T17:23:43","guid":{"rendered":"https:\/\/nabfollower.com\/blog\/greening-the-future-introducing-eco-tree-an-ai-powered-agricultural-solution-4caf\/"},"modified":"2023-02-24T20:53:43","modified_gmt":"2023-02-24T17:23:43","slug":"greening-the-future-introducing-eco-tree-an-ai-powered-agricultural-solution-4caf","status":"publish","type":"post","link":"https:\/\/nabfollower.com\/blog\/greening-the-future-introducing-eco-tree-an-ai-powered-agricultural-solution-4caf\/","title":{"rendered":"\u0633\u0628\u0632 \u06a9\u0631\u062f\u0646 \u0622\u06cc\u0646\u062f\u0647: \u0645\u0639\u0631\u0641\u06cc Eco-Tree\u060c \u06cc\u06a9 \u0631\u0627\u0647 \u062d\u0644 \u06a9\u0634\u0627\u0648\u0631\u0632\u06cc \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc"},"content":{"rendered":"<div data-article-id=\"1378136\" id=\"article-body\">\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_84 counter-hierarchy ez-toc-counter-rtl ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">\u0641\u0647\u0631\u0633\u062a \u0645\u0637\u0627\u0644\u0628<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/nabfollower.com\/blog\/greening-the-future-introducing-eco-tree-an-ai-powered-agricultural-solution-4caf\/#%D8%B3%D8%A8%D8%B2_%DA%A9%D8%B1%D8%AF%D9%86_%D8%A2%DB%8C%D9%86%D8%AF%D9%87_%D9%85%D8%B9%D8%B1%D9%81%DB%8C_Eco-Tree%D8%8C_%DB%8C%DA%A9_%D8%B1%D8%A7%D9%87_%D8%AD%D9%84_%DA%A9%D8%B4%D8%A7%D9%88%D8%B1%D8%B2%DB%8C_%D9%85%D8%A8%D8%AA%D9%86%DB%8C_%D8%A8%D8%B1_%D9%87%D9%88%D8%B4_%D9%85%D8%B5%D9%86%D9%88%D8%B9%DB%8C\" >\u0633\u0628\u0632 \u06a9\u0631\u062f\u0646 \u0622\u06cc\u0646\u062f\u0647: \u0645\u0639\u0631\u0641\u06cc Eco-Tree\u060c \u06cc\u06a9 \u0631\u0627\u0647 \u062d\u0644 \u06a9\u0634\u0627\u0648\u0631\u0632\u06cc \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/nabfollower.com\/blog\/greening-the-future-introducing-eco-tree-an-ai-powered-agricultural-solution-4caf\/#Flask_API_%D9%86%D9%82%D8%A7%D8%B7_%D9%BE%D8%A7%DB%8C%D8%A7%D9%86%DB%8C\" >Flask API \u0646\u0642\u0627\u0637 \u067e\u0627\u06cc\u0627\u0646\u06cc<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/nabfollower.com\/blog\/greening-the-future-introducing-eco-tree-an-ai-powered-agricultural-solution-4caf\/#%D8%AF%D8%B1%D8%A8%D8%A7%D8%B1%D9%87_%D8%AF%D8%A7%D8%AF%D9%87_%D9%87%D8%A7%DB%8C_%D8%A8%D8%A7%D8%B2%DA%AF%D8%B1%D8%AF%D8%A7%D9%86%D8%AF%D9%87_%D8%B4%D8%AF%D9%87_%D8%AA%D9%88%D8%B3%D8%B7_Flask_API\" >\u062f\u0631\u0628\u0627\u0631\u0647 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0628\u0627\u0632\u06af\u0631\u062f\u0627\u0646\u062f\u0647 \u0634\u062f\u0647 \u062a\u0648\u0633\u0637 Flask API<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/nabfollower.com\/blog\/greening-the-future-introducing-eco-tree-an-ai-powered-agricultural-solution-4caf\/#%D9%85%D8%B1%D8%A7%D8%AD%D9%84_%D8%A7%D8%AC%D8%B1%D8%A7%DB%8C_Angular-14_Application_%D8%A8%D9%87_%D8%B5%D9%88%D8%B1%D8%AA_%D9%85%D8%AD%D9%84%DB%8C\" >\u0645\u0631\u0627\u062d\u0644 \u0627\u062c\u0631\u0627\u06cc Angular-14 Application \u0628\u0647 \u0635\u0648\u0631\u062a \u0645\u062d\u0644\u06cc<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/nabfollower.com\/blog\/greening-the-future-introducing-eco-tree-an-ai-powered-agricultural-solution-4caf\/#%D9%85%D8%B1%D8%A7%D8%AD%D9%84_%D8%A7%D8%AC%D8%B1%D8%A7%DB%8C_Flask_API_%D8%A8%D9%87_%D8%B5%D9%88%D8%B1%D8%AA_%D9%85%D8%AD%D9%84%DB%8C\" >\u0645\u0631\u0627\u062d\u0644 \u0627\u062c\u0631\u0627\u06cc Flask API \u0628\u0647 \u0635\u0648\u0631\u062a \u0645\u062d\u0644\u06cc<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/nabfollower.com\/blog\/greening-the-future-introducing-eco-tree-an-ai-powered-agricultural-solution-4caf\/#%D9%87%D9%85%D9%87_%D9%84%DB%8C%D9%86%DA%A9_%D9%87%D8%A7\" >\u0647\u0645\u0647 \u0644\u06cc\u0646\u06a9 \u0647\u0627<\/a><\/li><\/ul><\/nav><\/div>\n<h2><span class=\"ez-toc-section\" id=\"%D8%B3%D8%A8%D8%B2_%DA%A9%D8%B1%D8%AF%D9%86_%D8%A2%DB%8C%D9%86%D8%AF%D9%87_%D9%85%D8%B9%D8%B1%D9%81%DB%8C_Eco-Tree%D8%8C_%DB%8C%DA%A9_%D8%B1%D8%A7%D9%87_%D8%AD%D9%84_%DA%A9%D8%B4%D8%A7%D9%88%D8%B1%D8%B2%DB%8C_%D9%85%D8%A8%D8%AA%D9%86%DB%8C_%D8%A8%D8%B1_%D9%87%D9%88%D8%B4_%D9%85%D8%B5%D9%86%D9%88%D8%B9%DB%8C\"><\/span>\n<p>  \u0633\u0628\u0632 \u06a9\u0631\u062f\u0646 \u0622\u06cc\u0646\u062f\u0647: \u0645\u0639\u0631\u0641\u06cc Eco-Tree\u060c \u06cc\u06a9 \u0631\u0627\u0647 \u062d\u0644 \u06a9\u0634\u0627\u0648\u0631\u0632\u06cc \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0647\u0645\u0627\u0646\u0637\u0648\u0631 \u06a9\u0647 \u0645\u0627 \u0628\u0631\u0627\u06cc \u0622\u06cc\u0646\u062f\u0647 \u0627\u06cc \u067e\u0627\u06cc\u062f\u0627\u0631\u062a\u0631 \u0645\u06cc \u06a9\u0648\u0634\u06cc\u0645\u060c \u0646\u06cc\u0627\u0632 \u0628\u0647 \u0631\u0627\u0647 \u062d\u0644 \u0647\u0627\u06cc \u0646\u0648\u0622\u0648\u0631\u0627\u0646\u0647 \u0628\u0631\u0627\u06cc \u062d\u0645\u0627\u06cc\u062a \u0627\u0632 \u0635\u0646\u0639\u062a \u06a9\u0634\u0627\u0648\u0631\u0632\u06cc \u0628\u06cc\u0634 \u0627\u0632 \u0647\u0631 \u0632\u0645\u0627\u0646 \u062f\u06cc\u06af\u0631\u06cc \u0636\u0631\u0648\u0631\u06cc \u0627\u0633\u062a.  \u0627\u06cc\u0646\u062c\u0627\u0633\u062a \u06a9\u0647 Eco-Tree \u0648\u0627\u0631\u062f \u0645\u06cc\u200c\u0634\u0648\u062f &#8211; \u06cc\u06a9 \u0628\u0631\u0646\u0627\u0645\u0647 \u0648\u0628 \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646\u06cc \u06a9\u0647 \u0631\u0648\u0634\u06cc \u0631\u0627 \u06a9\u0647 \u0645\u0627 \u0628\u0647 \u062a\u0648\u0635\u06cc\u0647\u200c\u0647\u0627\u06cc \u0645\u062d\u0635\u0648\u0644 \u0648 \u06a9\u0648\u062f \u0645\u06cc\u200c\u0631\u0648\u06cc\u0645 \u0645\u062a\u062d\u0648\u0644 \u0645\u06cc\u200c\u06a9\u0646\u062f.<br \/>Eco-tree \u06a9\u0647 \u0628\u0627 Angular-14 \u0648 Flask \u0633\u0627\u062e\u062a\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a\u060c \u0627\u0632 \u0642\u062f\u0631\u062a \u0633\u0647 \u0645\u062f\u0644 \u067e\u06cc\u0634\u200c\u0628\u06cc\u0646\u06cc \u067e\u06cc\u0634\u0631\u0641\u062a\u0647 \u0628\u0631\u0627\u06cc \u0627\u0631\u0627\u0626\u0647 \u062a\u0648\u0635\u06cc\u0647\u200c\u0647\u0627\u06cc \u062f\u0642\u06cc\u0642 \u0628\u0631 \u0627\u0633\u0627\u0633 \u0648\u06cc\u0698\u06af\u06cc\u200c\u0647\u0627\u06cc \u062e\u0627\u06a9 \u0628\u0647\u0631\u0647 \u0645\u06cc\u200c\u0628\u0631\u062f.  \u067e\u06cc\u0627\u062f\u0647\u200c\u0633\u0627\u0632\u06cc \u0627\u06cc\u0646 \u0645\u062f\u0644\u200c\u0647\u0627 \u0631\u0627 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u06cc\u062f \u062f\u0631 \u0646\u0648\u062a\u200c\u0628\u0648\u06a9\u200c\u0647\u0627\u06cc \u067e\u0627\u06cc\u062a\u0648\u0646 \u0647\u0645\u0631\u0627\u0647\u060c \u06a9\u0647 \u062f\u0631 \u0628\u062e\u0634 \u00ab\u0647\u0645\u0647 \u067e\u06cc\u0648\u0646\u062f\u0647\u0627\u00bb \u0627\u06cc\u0646 \u0645\u0642\u0627\u0644\u0647 \u0645\u0648\u062c\u0648\u062f \u0627\u0633\u062a\u060c \u0628\u06cc\u0627\u0628\u06cc\u062f.<br \/>API Eco-Tree \u06a9\u0647 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 Flask \u0633\u0627\u062e\u062a\u0647 \u0634\u062f\u0647 \u0648 \u0628\u0631 \u0631\u0648\u06cc AWS \u0645\u0633\u062a\u0642\u0631 \u0634\u062f\u0647 \u0627\u0633\u062a\u060c \u0627\u06cc\u0646 \u062a\u0648\u0635\u06cc\u0647\u200c\u0647\u0627 \u0631\u0627 \u0628\u0627 \u0627\u062c\u0627\u0632\u0647 \u062f\u0627\u062f\u0646 \u0628\u0647 \u06a9\u0627\u0631\u0628\u0631\u0627\u0646 \u0628\u0631\u0627\u06cc \u062f\u0633\u062a\u0631\u0633\u06cc \u0628\u0647 \u0622\u0646\u200c\u0647\u0627 \u062f\u0631 \u0632\u0645\u0627\u0646 \u0648\u0627\u0642\u0639\u06cc \u0628\u0647 \u0633\u0637\u062d \u0628\u0639\u062f\u06cc \u0627\u0631\u062a\u0642\u0627 \u0645\u06cc\u200c\u062f\u0647\u062f.  \u0628\u0647 \u0633\u0627\u062f\u06af\u06cc \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u062e\u0627\u06a9 \u062e\u0648\u062f \u0631\u0627 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u06cc\u06a9 \u062f\u0631\u062e\u0648\u0627\u0633\u062a POST \u0628\u0647 API \u0627\u0631\u0633\u0627\u0644 \u06a9\u0646\u06cc\u062f \u0648 \u067e\u06cc\u0634 \u0628\u06cc\u0646\u06cc \u0647\u0627 \u0631\u0627 \u062f\u0631 \u0642\u0627\u0644\u0628 JSON \u0648\u0627\u0636\u062d \u0648 \u0645\u062e\u062a\u0635\u0631 \u062f\u0631\u06cc\u0627\u0641\u062a \u06a9\u0646\u06cc\u062f.<br \/>\u0642\u0633\u0645\u062a \u062c\u0644\u0648\u06cc\u06cc Eco-Tree \u0628\u0647 \u0644\u0637\u0641 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 Angular-14 \u0648 \u0628\u0633\u062a\u0647 Material UI NPM \u0628\u0647 \u0647\u0645\u0627\u0646 \u0627\u0646\u062f\u0627\u0632\u0647 \u06a9\u0647 \u06a9\u0627\u0631\u0628\u0631\u062f\u06cc \u0627\u0633\u062a \u0632\u06cc\u0628\u0627\u0633\u062a.  Eco-Tree \u0628\u0627 \u0637\u0631\u0627\u062d\u06cc \u062a\u0645\u06cc\u0632 \u0648 \u0634\u0647\u0648\u062f\u06cc \u062e\u0648\u062f \u062f\u0633\u062a\u0631\u0633\u06cc \u06a9\u0627\u0631\u0628\u0631\u0627\u0646 \u0628\u0647 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0645\u0648\u0631\u062f \u0646\u06cc\u0627\u0632 \u0628\u0631\u0627\u06cc \u062a\u0635\u0645\u06cc\u0645 \u06af\u06cc\u0631\u06cc \u0622\u06af\u0627\u0647\u0627\u0646\u0647 \u062f\u0631 \u0645\u0648\u0631\u062f \u0645\u062d\u0635\u0648\u0644\u0627\u062a \u0648 \u06a9\u0648\u062f\u0647\u0627\u06cc \u06a9\u0634\u0627\u0648\u0631\u0632\u06cc \u0631\u0627 \u0622\u0633\u0627\u0646 \u0645\u06cc \u06a9\u0646\u062f.<br \/>\u062f\u0631 \u0646\u062a\u06cc\u062c\u0647\u060c Eco-Tree \u06cc\u06a9 \u062a\u063a\u06cc\u06cc\u0631 \u062f\u0647\u0646\u062f\u0647 \u0628\u0627\u0632\u06cc \u0628\u0631\u0627\u06cc \u0635\u0646\u0639\u062a \u06a9\u0634\u0627\u0648\u0631\u0632\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0628\u06cc\u0646\u0634 \u0647\u0627 \u0648 \u062a\u0648\u0635\u06cc\u0647 \u0647\u0627\u06cc \u0627\u0631\u0632\u0634\u0645\u0646\u062f\u06cc \u0631\u0627 \u0628\u0631\u0627\u06cc \u062d\u0645\u0627\u06cc\u062a \u0627\u0632 \u0634\u06cc\u0648\u0647 \u0647\u0627\u06cc \u06a9\u0634\u0627\u0648\u0631\u0632\u06cc \u067e\u0627\u06cc\u062f\u0627\u0631 \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc \u062f\u0647\u062f.  \u062e\u0648\u0627\u0647 \u06a9\u0634\u0627\u0648\u0631\u0632\u060c \u06a9\u0634\u0627\u0648\u0631\u0632\u060c \u06cc\u0627 \u0635\u0631\u0641\u0627\u064b \u0641\u0631\u062f\u06cc \u0628\u0627\u0634\u06cc\u062f \u06a9\u0647 \u0628\u0647 \u062f\u0646\u0628\u0627\u0644 \u062a\u0623\u062b\u06cc\u0631 \u0645\u062b\u0628\u062a \u0628\u0631 \u0645\u062d\u06cc\u0637 \u0632\u06cc\u0633\u062a \u0647\u0633\u062a\u06cc\u062f\u060c Eco-Tree \u0631\u0627\u0647 \u062d\u0644\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0628\u0647 \u062f\u0646\u0628\u0627\u0644 \u0622\u0646 \u0628\u0648\u062f\u0647 \u0627\u06cc\u062f.<br \/>\u0628\u0631\u0646\u0627\u0645\u0647 \u0648\u0628 \u0645\u0633\u062a\u0642\u0631 \u0634\u062f\u0647 <\/p>\n<p>\u0644\u06cc\u0646\u06a9: http:\/\/ecotree-app.s3-website.ap-south-1.amazonaws.com\/<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Flask_API_%D9%86%D9%82%D8%A7%D8%B7_%D9%BE%D8%A7%DB%8C%D8%A7%D9%86%DB%8C\"><\/span>\n<p>  Flask API \u0646\u0642\u0627\u0637 \u067e\u0627\u06cc\u0627\u0646\u06cc<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>1. \u0646\u0642\u0637\u0647 \u067e\u0627\u06cc\u0627\u0646\u06cc \u062a\u0648\u0635\u06cc\u0647 \u0645\u062d\u0635\u0648\u0644: http:\/\/ecotreeappfive-env.eba-hphdscvg.ap-south-1.elasticbeanstalk.com\/predict_crop<\/p>\n<p>2. \u0646\u0642\u0637\u0647 \u067e\u0627\u06cc\u0627\u0646\u06cc \u062a\u0648\u0635\u06cc\u0647 \u06a9\u0648\u062f: http:\/\/ecotreeappfive-env.eba-hphdscvg.ap-south-1.elasticbeanstalk.com\/predict_fertilizer<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%D8%AF%D8%B1%D8%A8%D8%A7%D8%B1%D9%87_%D8%AF%D8%A7%D8%AF%D9%87_%D9%87%D8%A7%DB%8C_%D8%A8%D8%A7%D8%B2%DA%AF%D8%B1%D8%AF%D8%A7%D9%86%D8%AF%D9%87_%D8%B4%D8%AF%D9%87_%D8%AA%D9%88%D8%B3%D8%B7_Flask_API\"><\/span>\n<p>  \u062f\u0631\u0628\u0627\u0631\u0647 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0628\u0627\u0632\u06af\u0631\u062f\u0627\u0646\u062f\u0647 \u0634\u062f\u0647 \u062a\u0648\u0633\u0637 Flask API<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u062f\u0627\u062f\u0647 \u0647\u0627 \u062f\u0631 \u0642\u0627\u0644\u0628 JSON \u0628\u0631\u06af\u0631\u062f\u0627\u0646\u062f\u0647 \u0645\u06cc \u0634\u0648\u0646\u062f:<\/p>\n<p>1.\u0628\u0631\u0627\u06cc \u062a\u0648\u0635\u06cc\u0647 \u0645\u062d\u0635\u0648\u0644<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight plaintext\"><code>{\n    xgb_model_prediction: \"rice\",\n    xgb_model_probability: 99.2%,\n    rf_model_prediction: \"rice\",\n    rf_model_probability: 99.3%,\n    knn_model_prediction: \"rice\",\n    knn_model_probability: 99.5%,\n    final_prediction: \"rice\",\n}\n<\/code><\/pre>\n<div class=\"highlight__panel js-actions-panel\">\n<div class=\"highlight__panel-action js-fullscreen-code-action\">\n    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-on\"><title>\u0648\u0627\u0631\u062f \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M16 3h6v6h-2V5h-4V3zM2 3h6v2H4v4H2V3zm18 16v-4h2v6h-6v-2h4zM4 19h4v2H2v-6h2v4z\"\/>\n<\/svg><\/p>\n<p>    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-off\"><title>\u0627\u0632 \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M18 7h4v2h-6V3h2v4zM8 9H2V7h4V3h2v6zm10 8v4h-2v-6h6v2h-4zM8 15v6H6v-4H2v-2h6z\"\/>\n<\/svg><\/p>\n<\/div>\n<\/div>\n<\/div>\n<p>2.\u0628\u0631\u0627\u06cc \u062a\u0648\u0635\u06cc\u0647 \u06a9\u0648\u062f<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight plaintext\"><code>{\n    xgb_model_prediction: \"Urea\",\n    xgb_model_probability: 99.2%,\n    rf_model_prediction: \"Urea\",\n    rf_model_probability: 99.3%,\n    svm_model_prediction: \"Urea\",\n    svm_model_probability: 99.5%,\n    final_prediction: \"Urea\",\n}\n<\/code><\/pre>\n<div class=\"highlight__panel js-actions-panel\">\n<div class=\"highlight__panel-action js-fullscreen-code-action\">\n    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-on\"><title>\u0648\u0627\u0631\u062f \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M16 3h6v6h-2V5h-4V3zM2 3h6v2H4v4H2V3zm18 16v-4h2v6h-6v-2h4zM4 19h4v2H2v-6h2v4z\"\/>\n<\/svg><\/p>\n<p>    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-off\"><title>\u0627\u0632 \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M18 7h4v2h-6V3h2v4zM8 9H2V7h4V3h2v6zm10 8v4h-2v-6h6v2h-4zM8 15v6H6v-4H2v-2h6z\"\/>\n<\/svg><\/p>\n<\/div>\n<\/div>\n<\/div>\n<p>\u062a\u0648\u062c\u0647: \u0627\u06cc\u0646 API \u0631\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646 \u0628\u0627 \u0627\u0631\u0633\u0627\u0644 \u06cc\u06a9 \u062f\u0631\u062e\u0648\u0627\u0633\u062a POST \u0628\u0627 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0648\u0631\u0648\u062f\u06cc \u0644\u0627\u0632\u0645 \u0628\u0647 \u0646\u0642\u0627\u0637 \u067e\u0627\u06cc\u0627\u0646\u06cc \u0641\u0648\u0642 \u0627\u0644\u0630\u06a9\u0631 \u062f\u0631 \u0628\u0631\u0646\u0627\u0645\u0647 \u0648\u0628 \u06cc\u0627 \u0628\u0631\u0646\u0627\u0645\u0647 \u062a\u0644\u0641\u0646 \u0647\u0645\u0631\u0627\u0647 \u062e\u0648\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0631\u062f.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%D9%85%D8%B1%D8%A7%D8%AD%D9%84_%D8%A7%D8%AC%D8%B1%D8%A7%DB%8C_Angular-14_Application_%D8%A8%D9%87_%D8%B5%D9%88%D8%B1%D8%AA_%D9%85%D8%AD%D9%84%DB%8C\"><\/span>\n<p>  \u0645\u0631\u0627\u062d\u0644 \u0627\u062c\u0631\u0627\u06cc Angular-14 Application \u0628\u0647 \u0635\u0648\u0631\u062a \u0645\u062d\u0644\u06cc<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<ol>\n<li>\u0627\u06cc\u0646 \u0645\u062e\u0632\u0646 \u0631\u0627 \u0634\u0628\u06cc\u0647 \u0633\u0627\u0632\u06cc \u06a9\u0646\u06cc\u062f.<\/li>\n<li>\u062e\u0637 \u0641\u0631\u0645\u0627\u0646 \u0631\u0627 \u062f\u0631 \u067e\u0648\u0634\u0647 \u0645\u0646\u0628\u0639 \u062f\u0631 frontend \u0628\u0627\u0632 \u06a9\u0646\u06cc\u062f<\/li>\n<li>\u062a\u0645\u0627\u0645 \u0628\u0633\u062a\u0647 \u0647\u0627\u06cc NPM \u0631\u0627 \u0646\u0635\u0628 \u06a9\u0646\u06cc\u062f\n<\/li>\n<\/ol>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight plaintext\"><code>npm install\n<\/code><\/pre>\n<div class=\"highlight__panel js-actions-panel\">\n<div class=\"highlight__panel-action js-fullscreen-code-action\">\n    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-on\"><title>\u0648\u0627\u0631\u062f \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M16 3h6v6h-2V5h-4V3zM2 3h6v2H4v4H2V3zm18 16v-4h2v6h-6v-2h4zM4 19h4v2H2v-6h2v4z\"\/>\n<\/svg><\/p>\n<p>    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-off\"><title>\u0627\u0632 \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M18 7h4v2h-6V3h2v4zM8 9H2V7h4V3h2v6zm10 8v4h-2v-6h6v2h-4zM8 15v6H6v-4H2v-2h6z\"\/>\n<\/svg><\/p>\n<\/div>\n<\/div>\n<\/div>\n<p>\u0628\u0631\u0646\u0627\u0645\u0647 \u0631\u0627 \u0634\u0631\u0648\u0639 \u06a9\u0646\u06cc\u062f<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight plaintext\"><code>ng serve --open\n<\/code><\/pre>\n<div class=\"highlight__panel js-actions-panel\">\n<div class=\"highlight__panel-action js-fullscreen-code-action\">\n    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-on\"><title>\u0648\u0627\u0631\u062f \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M16 3h6v6h-2V5h-4V3zM2 3h6v2H4v4H2V3zm18 16v-4h2v6h-6v-2h4zM4 19h4v2H2v-6h2v4z\"\/>\n<\/svg><\/p>\n<p>    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-off\"><title>\u0627\u0632 \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M18 7h4v2h-6V3h2v4zM8 9H2V7h4V3h2v6zm10 8v4h-2v-6h6v2h-4zM8 15v6H6v-4H2v-2h6z\"\/>\n<\/svg><\/p>\n<\/div>\n<\/div>\n<\/div>\n<p>\u0628\u0631\u0646\u0627\u0645\u0647 \u0631\u0648\u06cc localhost:3000 \u0627\u062c\u0631\u0627 \u0645\u06cc \u0634\u0648\u062f<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%D9%85%D8%B1%D8%A7%D8%AD%D9%84_%D8%A7%D8%AC%D8%B1%D8%A7%DB%8C_Flask_API_%D8%A8%D9%87_%D8%B5%D9%88%D8%B1%D8%AA_%D9%85%D8%AD%D9%84%DB%8C\"><\/span>\n<p>  \u0645\u0631\u0627\u062d\u0644 \u0627\u062c\u0631\u0627\u06cc Flask API \u0628\u0647 \u0635\u0648\u0631\u062a \u0645\u062d\u0644\u06cc<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<ol>\n<li>\u0627\u06cc\u0646 \u0645\u062e\u0632\u0646 \u0631\u0627 \u0634\u0628\u06cc\u0647 \u0633\u0627\u0632\u06cc \u06a9\u0646\u06cc\u062f<\/li>\n<li>\u0628\u0627\u0632 \u06a9\u0631\u062f\u0646 \u062e\u0637 \u0641\u0631\u0645\u0627\u0646 \u062f\u0631 &#8220;Flask_API&#8221;<\/li>\n<li>\u06cc\u06a9 \u0645\u062d\u06cc\u0637 \u0645\u062c\u0627\u0632\u06cc \u0627\u06cc\u062c\u0627\u062f \u06a9\u0646\u06cc\u062f\n<\/li>\n<\/ol>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight plaintext\"><code>mkvirtualenv environment_name\n<\/code><\/pre>\n<div class=\"highlight__panel js-actions-panel\">\n<div class=\"highlight__panel-action js-fullscreen-code-action\">\n    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-on\"><title>\u0648\u0627\u0631\u062f \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M16 3h6v6h-2V5h-4V3zM2 3h6v2H4v4H2V3zm18 16v-4h2v6h-6v-2h4zM4 19h4v2H2v-6h2v4z\"\/>\n<\/svg><\/p>\n<p>    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-off\"><title>\u0627\u0632 \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M18 7h4v2h-6V3h2v4zM8 9H2V7h4V3h2v6zm10 8v4h-2v-6h6v2h-4zM8 15v6H6v-4H2v-2h6z\"\/>\n<\/svg><\/p>\n<\/div>\n<\/div>\n<\/div>\n<p>\u062a\u0645\u0627\u0645 \u0628\u0633\u062a\u0647 \u0647\u0627 \u0631\u0627 \u0646\u0635\u0628 \u06a9\u0646\u06cc\u062f<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight plaintext\"><code>pip install -r requirements.txt\n<\/code><\/pre>\n<div class=\"highlight__panel js-actions-panel\">\n<div class=\"highlight__panel-action js-fullscreen-code-action\">\n    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-on\"><title>\u0648\u0627\u0631\u062f \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M16 3h6v6h-2V5h-4V3zM2 3h6v2H4v4H2V3zm18 16v-4h2v6h-6v-2h4zM4 19h4v2H2v-6h2v4z\"\/>\n<\/svg><\/p>\n<p>    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-off\"><title>\u0627\u0632 \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M18 7h4v2h-6V3h2v4zM8 9H2V7h4V3h2v6zm10 8v4h-2v-6h6v2h-4zM8 15v6H6v-4H2v-2h6z\"\/>\n<\/svg><\/p>\n<\/div>\n<\/div>\n<\/div>\n<p>\u0641\u0627\u06cc\u0644 app.py \u0631\u0627 \u0627\u062c\u0631\u0627 \u06a9\u0646\u06cc\u062f<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight plaintext\"><code>python app.py\n<\/code><\/pre>\n<div class=\"highlight__panel js-actions-panel\">\n<div class=\"highlight__panel-action js-fullscreen-code-action\">\n    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-on\"><title>\u0648\u0627\u0631\u062f \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M16 3h6v6h-2V5h-4V3zM2 3h6v2H4v4H2V3zm18 16v-4h2v6h-6v-2h4zM4 19h4v2H2v-6h2v4z\"\/>\n<\/svg><\/p>\n<p>    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-off\"><title>\u0627\u0632 \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M18 7h4v2h-6V3h2v4zM8 9H2V7h4V3h2v6zm10 8v4h-2v-6h6v2h-4zM8 15v6H6v-4H2v-2h6z\"\/>\n<\/svg><\/p>\n<\/div>\n<\/div>\n<\/div>\n<h2><span class=\"ez-toc-section\" id=\"%D9%87%D9%85%D9%87_%D9%84%DB%8C%D9%86%DA%A9_%D9%87%D8%A7\"><\/span>\n<p>  \u0647\u0645\u0647 \u0644\u06cc\u0646\u06a9 \u0647\u0627<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<ol>\n<li>\u067e\u06cc\u0648\u0646\u062f \u0646\u0648\u062a \u0628\u0648\u06a9 \u062a\u0648\u0635\u06cc\u0647 \u06a9\u0646\u0646\u062f\u0647 \u0628\u0631\u0634<\/li>\n<li>\u0644\u06cc\u0646\u06a9 \u062f\u0641\u062a\u0631\u0686\u0647 \u062a\u0648\u0635\u06cc\u0647 \u06a9\u0648\u062f<\/li>\n<li>\u067e\u06cc\u0648\u0646\u062f \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647 \u0628\u0631\u0634<\/li>\n<li>\u0644\u06cc\u0646\u06a9 \u062f\u06cc\u062a\u0627\u0633\u062a \u06a9\u0648\u062f<\/li>\n<li>\u067e\u06cc\u0648\u0646\u062f \u0628\u0631\u0646\u0627\u0645\u0647 \u0648\u0628 \u0645\u0633\u062a\u0642\u0631 \u0634\u062f\u0647<\/li>\n<\/ol>\n<p>\u062a\u0648\u062c\u0647: \u0627\u06af\u0631 \u06a9\u0627\u0631 \u0645\u0646 \u0631\u0627 \u062f\u0648\u0633\u062a \u062f\u0627\u0634\u062a\u06cc\u062f\u060c \u0644\u0637\u0641\u0627\u064b \u0628\u0627 \u0631\u0627\u06cc \u062f\u0627\u062f\u0646 \u0628\u0647 \u0646\u0648\u062a\u200c\u0628\u0648\u06a9\u200c\u0647\u0627\u06cc Kaggle \u062d\u0645\u0627\u06cc\u062a \u06a9\u0646\u06cc\u062f.<\/p>\n<\/p><\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u0633\u0628\u0632 \u06a9\u0631\u062f\u0646 \u0622\u06cc\u0646\u062f\u0647: \u0645\u0639\u0631\u0641\u06cc Eco-Tree\u060c \u06cc\u06a9 \u0631\u0627\u0647 \u062d\u0644 \u06a9\u0634\u0627\u0648\u0631\u0632\u06cc \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0647\u0645\u0627\u0646\u0637\u0648\u0631 \u06a9\u0647 \u0645\u0627 \u0628\u0631\u0627\u06cc \u0622\u06cc\u0646\u062f\u0647 \u0627\u06cc \u067e\u0627\u06cc\u062f\u0627\u0631\u062a\u0631 \u0645\u06cc \u06a9\u0648\u0634\u06cc\u0645\u060c \u0646\u06cc\u0627\u0632 \u0628\u0647 \u0631\u0627\u0647 \u062d\u0644 \u0647\u0627\u06cc \u0646\u0648\u0622\u0648\u0631\u0627\u0646\u0647 \u0628\u0631\u0627\u06cc \u062d\u0645\u0627\u06cc\u062a \u0627\u0632 \u0635\u0646\u0639\u062a \u06a9\u0634\u0627\u0648\u0631\u0632\u06cc \u0628\u06cc\u0634 \u0627\u0632 \u0647\u0631 \u0632\u0645\u0627\u0646 \u062f\u06cc\u06af\u0631\u06cc \u0636\u0631\u0648\u0631\u06cc \u0627\u0633\u062a. \u0627\u06cc\u0646\u062c\u0627\u0633\u062a \u06a9\u0647 Eco-Tree \u0648\u0627\u0631\u062f \u0645\u06cc\u200c\u0634\u0648\u062f &#8211; \u06cc\u06a9 \u0628\u0631\u0646\u0627\u0645\u0647 \u0648\u0628 \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646\u06cc \u06a9\u0647 \u0631\u0648\u0634\u06cc &hellip;<\/p>\n","protected":false},"author":2,"featured_media":8301,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"fifu_image_url":"","fifu_image_alt":"","footnotes":""},"categories":[339],"tags":[],"class_list":["post-8300","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-dev"],"_links":{"self":[{"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/posts\/8300","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/comments?post=8300"}],"version-history":[{"count":0,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/posts\/8300\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/media\/8301"}],"wp:attachment":[{"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/media?parent=8300"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/categories?post=8300"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/tags?post=8300"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}