{"id":10617,"date":"2024-07-13T20:50:45","date_gmt":"2024-07-13T18:50:45","guid":{"rendered":"https:\/\/geopard.tech\/?p=10617"},"modified":"2024-07-13T20:50:51","modified_gmt":"2024-07-13T18:50:51","slug":"%d8%aa%d9%82%d9%86%d9%8a%d8%a9-%d8%a7%d9%84%d8%ac%d9%8a%d9%84-%d8%a7%d9%84%d8%ae%d8%a7%d9%85%d8%b3-%d9%85%d9%83%d9%91%d9%86%d8%aa-%d8%a7%d9%84%d8%aa%d8%b9%d9%84%d9%85-%d9%81%d9%8a-%d8%a7%d9%84%d9%88","status":"publish","type":"post","link":"https:\/\/geopard.tech\/ar\/blog\/5g-enabled-real-time-learning-in-sustainable-farming-a-study-on-sugar-beet-production\/","title":{"rendered":"\u0627\u0644\u062a\u0639\u0644\u0645 \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0641\u0639\u0644\u064a \u0627\u0644\u0645\u062f\u0639\u0648\u0645 \u0628\u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u062c\u064a\u0644 \u0627\u0644\u062e\u0627\u0645\u0633 \u0641\u064a \u0627\u0644\u0632\u0631\u0627\u0639\u0629 \u0627\u0644\u0645\u0633\u062a\u062f\u0627\u0645\u0629: \u062f\u0631\u0627\u0633\u0629 \u0639\u0644\u0649 \u0628\u0646\u062c\u0631 \u0627\u0644\u0633\u0643\u0631"},"content":{"rendered":"<p class=\"wp-block-paragraph\">\u064a\u0633\u0631\u0646\u0627 \u0623\u0646 \u0646\u0639\u0644\u0646 \u0639\u0646 \u0627\u0644\u0625\u0646\u062c\u0627\u0632 \u0627\u0644\u0646\u0627\u062c\u062d \u0644\u0645\u0634\u0631\u0648\u0639 &quot;\u0634\u0628\u0643\u0627\u062a \u0627\u0644\u062c\u064a\u0644 \u0627\u0644\u062e\u0627\u0645\u0633 \u0643\u0639\u0627\u0645\u0644 \u062a\u0645\u0643\u064a\u0646 \u0644\u0644\u062a\u0639\u0644\u0645 \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u062d\u0642\u064a\u0642\u064a \u0641\u064a \u0627\u0644\u0632\u0631\u0627\u0639\u0629 \u0627\u0644\u0645\u0633\u062a\u062f\u0627\u0645\u0629&quot;\u060c \u0628\u062f\u0639\u0645 \u0645\u0646 \u062a\u0645\u0648\u064a\u0644 \u062c\u0632\u0626\u064a \u0645\u0646 \u0648\u0632\u0627\u0631\u0629 \u0627\u0644\u0634\u0624\u0648\u0646 \u0627\u0644\u0627\u0642\u062a\u0635\u0627\u062f\u064a\u0629 \u0648\u0627\u0644\u0635\u0646\u0627\u0639\u0629 \u0648\u0627\u0644\u0639\u0645\u0644 \u0627\u0644\u0645\u0646\u0627\u062e\u064a \u0648\u0627\u0644\u0637\u0627\u0642\u0629 \u0641\u064a \u0648\u0644\u0627\u064a\u0629 \u0634\u0645\u0627\u0644 \u0627\u0644\u0631\u0627\u064a\u0646 \u0648\u0633\u062a\u0641\u0627\u0644\u064a\u0627.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter\"><img decoding=\"async\" src=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2022\/08\/image-2.png?w=1620&amp;ssl=1\" alt=\"\"\/><\/figure>\n<\/div>\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u062a\u0645\u062b\u0644 \u0647\u0630\u0647 \u0627\u0644\u0645\u0628\u0627\u062f\u0631\u0629 \u062e\u0637\u0648\u0629 \u0647\u0627\u0645\u0629 \u0625\u0644\u0649 \u0627\u0644\u0623\u0645\u0627\u0645 \u0641\u064a \u0627\u0633\u062a\u0643\u0634\u0627\u0641 \u0627\u0644\u0625\u0645\u0643\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u062d\u0648\u064a\u0644\u064a\u0629 \u0644\u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627 \u0627\u0644\u062c\u064a\u0644 \u0627\u0644\u062e\u0627\u0645\u0633 \u0641\u064a \u0627\u0644\u0632\u0631\u0627\u0639\u0629\u060c \u0648\u0627\u0644\u062a\u064a \u062a\u0647\u062f\u0641 \u0639\u0644\u0649 \u0648\u062c\u0647 \u0627\u0644\u062a\u062d\u062f\u064a\u062f \u0625\u0644\u0649 \u062a\u0639\u0632\u064a\u0632 \u0627\u0644\u062c\u0648\u0627\u0646\u0628 \u0627\u0644\u0628\u064a\u0626\u064a\u0629 \u0648\u0627\u0644\u0627\u0642\u062a\u0635\u0627\u062f\u064a\u0629 \u0648\u0627\u0644\u0645\u0633\u062a\u062f\u0627\u0645\u0629 \u0644\u0632\u0631\u0627\u0639\u0629 \u0628\u0646\u062c\u0631 \u0627\u0644\u0633\u0643\u0631.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0644\u0642\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u062a \u0645\u0646 \u0632\u0645\u0646 \u0627\u0644\u0627\u0633\u062a\u062c\u0627\u0628\u0629 \u0627\u0644\u0645\u0646\u062e\u0641\u0636 \u0644\u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u062c\u064a\u0644 \u0627\u0644\u062e\u0627\u0645\u0633 \u0644\u062f\u0645\u062c \u0623\u0646\u0638\u0645\u0629 \u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u0645\u062a\u0642\u062f\u0645\u0629 \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0641\u0639\u0644\u064a\u060c \u0645\u0645\u0627 \u064a\u062a\u064a\u062d \u0627\u0644\u0627\u0633\u062a\u062c\u0627\u0628\u0627\u062a \u0627\u0644\u0641\u0648\u0631\u064a\u0629 \u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u0634\u0639\u0631\u0627\u062a \u0648\u0627\u0644\u0645\u0648\u0642\u0639 \u0636\u0645\u0646 \u0623\u0637\u0631 \u0632\u0645\u0646\u064a\u0629 \u0645\u062d\u062f\u062f\u0629 \u0645\u0633\u0628\u0642\u064b\u0627.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><img data-recalc-dims=\"1\" fetchpriority=\"high\" decoding=\"async\" width=\"624\" height=\"386\" data-attachment-id=\"10624\" data-permalink=\"https:\/\/geopard.tech\/ar\/blog\/5g-enabled-real-time-learning-in-sustainable-farming-a-study-on-sugar-beet-production\/picture-from-the-final-event-of-the-project-presentation-at-hochschule-hamm-lippstadt-hshl\/\" data-orig-file=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2024\/07\/Picture-from-the-final-event-of-the-project-presentation-at-Hochschule-Hamm-Lippstadt-HSHL.png?fit=624%2C386&amp;ssl=1\" data-orig-size=\"624,386\" data-comments-opened=\"1\" data-image-title=\"Picture from the final event of the project presentation at Hochschule Hamm-Lippstadt (HSHL)\" data-image-description=\"\" data-image-caption=\"\" data-large-file=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2024\/07\/Picture-from-the-final-event-of-the-project-presentation-at-Hochschule-Hamm-Lippstadt-HSHL.png?fit=624%2C386&amp;ssl=1\" src=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2024\/07\/Picture-from-the-final-event-of-the-project-presentation-at-Hochschule-Hamm-Lippstadt-HSHL.png?resize=624%2C386&#038;ssl=1\" alt=\"\u0635\u0648\u0631\u0629 \u0645\u0646 \u0627\u0644\u0641\u0639\u0627\u0644\u064a\u0629 \u0627\u0644\u062e\u062a\u0627\u0645\u064a\u0629 \u0644\u0639\u0631\u0636 \u0627\u0644\u0645\u0634\u0631\u0648\u0639 \u0641\u064a \u062c\u0627\u0645\u0639\u0629 \u0647\u0627\u0645 \u0644\u064a\u0628\u0634\u062a\u0627\u062a (HSHL)\" class=\"wp-image-10624\" style=\"width:836px;height:auto\" srcset=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2024\/07\/Picture-from-the-final-event-of-the-project-presentation-at-Hochschule-Hamm-Lippstadt-HSHL.png?w=624&amp;ssl=1 624w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2024\/07\/Picture-from-the-final-event-of-the-project-presentation-at-Hochschule-Hamm-Lippstadt-HSHL.png?resize=300%2C186&amp;ssl=1 300w\" sizes=\"(max-width: 624px) 100vw, 624px\" \/><figcaption class=\"wp-element-caption\">\u0635\u0648\u0631\u0629 \u0645\u0646 \u0627\u0644\u0641\u0639\u0627\u0644\u064a\u0629 \u0627\u0644\u062e\u062a\u0627\u0645\u064a\u0629 \u0644\u0639\u0631\u0636 \u0627\u0644\u0645\u0634\u0631\u0648\u0639 \u0641\u064a \u062c\u0627\u0645\u0639\u0629 \u0647\u0627\u0645 \u0644\u064a\u0628\u0634\u062a\u0627\u062a (HSHL)<\/figcaption><\/figure>\n<\/div>\n\n\n<h2 class=\"wp-block-heading\" id=\"h-project-focus-and-partnership\">\u062a\u0631\u0643\u064a\u0632 \u0627\u0644\u0645\u0634\u0631\u0648\u0639 \u0648\u0627\u0644\u0634\u0631\u0627\u0643\u0629<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u0628\u0627\u0644\u062a\u0639\u0627\u0648\u0646 \u0645\u0639 \u0634\u0631\u0643\u0627\u0621 \u0641\u064a \u0645\u062e\u062a\u0628\u0631 HSHL \u0648\u0628\u062f\u0639\u0645 \u0645\u0646 \u0634\u0631\u0643\u0629 Pfeifer &amp; Langen\u060c \u0631\u0643\u0632 \u0627\u0644\u0645\u0634\u0631\u0648\u0639 \u0639\u0644\u0649 \u062f\u0631\u0627\u0633\u0629 \u062f\u0648\u0631\u0629 \u062d\u064a\u0627\u0629 \u0632\u0631\u0627\u0639\u0629 \u0628\u0646\u062c\u0631 \u0627\u0644\u0633\u0643\u0631 \u0628\u0627\u0644\u0643\u0627\u0645\u0644 \u0641\u064a \u062d\u0642\u0648\u0644 \u062a\u0627\u0628\u0639\u0629 \u0644\u0644\u0634\u0631\u0643\u0627\u0621. \u0648\u0647\u062f\u0641 \u0625\u0644\u0649 \u0625\u062b\u0628\u0627\u062a \u0643\u064a\u0641 \u064a\u0645\u0643\u0646 \u0644\u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u062c\u064a\u0644 \u0627\u0644\u062e\u0627\u0645\u0633 \u0623\u0646 \u062a\u064f\u0634\u0643\u0644 \u0645\u062d\u0641\u0632\u064b\u0627 \u062a\u0642\u0646\u064a\u064b\u0627 \u0645\u062d\u0648\u0631\u064a\u064b\u0627 \u0641\u064a \u0627\u0644\u0642\u0637\u0627\u0639 \u0627\u0644\u0632\u0631\u0627\u0639\u064a \u0641\u064a \u0634\u0645\u0627\u0644 \u0627\u0644\u0631\u0627\u064a\u0646 \u0648\u0633\u062a\u0641\u0627\u0644\u064a\u0627\u060c \u0645\u064f\u0628\u0631\u0632\u064b\u0627 \u0625\u0645\u0643\u0627\u0646\u0627\u062a\u0647\u0627 \u0643\u0639\u0627\u0645\u0644 \u062a\u0645\u0643\u064a\u0646 \u0644\u0644\u0627\u0628\u062a\u0643\u0627\u0631 \u0648\u0627\u0644\u0643\u0641\u0627\u0621\u0629.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-role-of-geopard-agriculture\">\u062f\u0648\u0631 \u0627\u0644\u0632\u0631\u0627\u0639\u0629 \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0629<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u0644\u0639\u0628\u062a \u0634\u0631\u0643\u0629 GeoPard Agriculture \u062f\u0648\u0631\u064b\u0627 \u0645\u062d\u0648\u0631\u064a\u064b\u0627 \u0641\u064a \u062a\u062d\u062f\u064a\u062f \u0648\u062a\u0646\u0641\u064a\u0630 \u0627\u0644\u062c\u0648\u0627\u0646\u0628 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629 \u0644\u0644\u0645\u0634\u0631\u0648\u0639\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u0633\u064a\u0646\u0627\u0631\u064a\u0648\u0647\u0627\u062a \u0631\u0635\u062f \u0627\u0644\u0646\u0628\u0627\u062a\u0627\u062a \u0648\u0645\u0631\u0627\u0642\u0628\u062a\u0647\u0627 \u0648\u0627\u0644\u062a\u0646\u0628\u0624 \u0628\u0625\u0646\u062a\u0627\u062c\u0647\u0627. \u0648\u0642\u062f \u0637\u0648\u0631\u0646\u0627 \u0646\u0638\u0627\u0645 \u0630\u0643\u0627\u0621 \u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0623\u0648\u0644\u064a\u064b\u0627 \u0645\u0635\u0645\u0645\u064b\u0627 \u062e\u0635\u064a\u0635\u064b\u0627 \u0644\u0628\u064a\u0626\u0629 \u0627\u0644\u0632\u0631\u0627\u0639\u0629 \u0628\u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u062c\u064a\u0644 \u0627\u0644\u062e\u0627\u0645\u0633\u060c \u0648\u0646\u0641\u0630\u0646\u0627 \u0646\u0645\u0627\u0630\u062c \u0636\u0645\u0646 \u0628\u0646\u064a\u0629 \u062a\u062d\u062a\u064a\u0629 \u0633\u062d\u0627\u0628\u064a\u0629\u060c \u0648\u0623\u0646\u0634\u0623\u0646\u0627 \u062a\u0637\u0628\u064a\u0642\u064b\u0627 \u0644\u0644\u0647\u0648\u0627\u062a\u0641 \u0627\u0644\u0645\u062d\u0645\u0648\u0644\u0629 \u0644\u0644\u062a\u0641\u0627\u0639\u0644 \u0627\u0644\u0641\u0648\u0631\u064a \u0645\u0639 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0633\u062d\u0627\u0628\u064a\u0629.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-technological-integration\">\u0627\u0644\u062a\u0643\u0627\u0645\u0644 \u0627\u0644\u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u062a\u0645 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0623\u0633\u0627\u0644\u064a\u0628 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0639\u0628\u0631 \u0628\u0646\u064a\u0629 \u062a\u062d\u062a\u064a\u0629 \u0633\u062d\u0627\u0628\u064a\u0629 \u0642\u0648\u064a\u0629 \u0630\u0627\u062a \u0642\u062f\u0631\u0627\u062a \u062d\u0627\u0633\u0648\u0628\u064a\u0629 \u0639\u0627\u0644\u064a\u0629. \u0642\u0627\u0645\u062a \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0628\u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0646\u0628\u0627\u062a\u0627\u062a \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0641\u0639\u0644\u064a \u0623\u062b\u0646\u0627\u0621 \u0643\u0644 \u0639\u0645\u0644\u064a\u0629 \u062a\u0647\u062c\u064a\u0646\u060c \u0648\u0631\u0627\u0642\u0628\u062a \u0646\u0645\u0648\u0647\u0627 \u0637\u0648\u0627\u0644 \u062f\u0648\u0631\u0629 \u062d\u064a\u0627\u062a\u0647\u0627\u060c \u0645\u0645\u0627 \u0623\u0644\u063a\u0649 \u0627\u0644\u062d\u0627\u062c\u0629 \u0625\u0644\u0649 \u0632\u064a\u0627\u0631\u0627\u062a \u0645\u064a\u062f\u0627\u0646\u064a\u0629 \u063a\u064a\u0631 \u0636\u0631\u0648\u0631\u064a\u0629 \u0644\u0645\u062c\u0631\u062f \u062c\u0645\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0648\u0642\u062f \u0645\u0643\u0651\u0646 \u0647\u0630\u0627 \u0627\u0644\u062a\u0642\u062f\u0645 \u0645\u0646 \u0627\u0644\u062a\u0637\u0628\u064a\u0642 \u0627\u0644\u062f\u0642\u064a\u0642 \u0644\u0644\u0623\u0633\u0645\u062f\u0629 \u0648\u0645\u0646\u062a\u062c\u0627\u062a \u062d\u0645\u0627\u064a\u0629 \u0627\u0644\u0645\u062d\u0627\u0635\u064a\u0644\u060c \u0645\u0639 \u062a\u0639\u062f\u064a\u0644 \u0645\u0639\u062f\u0644\u0627\u062a \u0627\u0644\u062a\u0637\u0628\u064a\u0642 \u062f\u064a\u0646\u0627\u0645\u064a\u0643\u064a\u064b\u0627 \u0623\u062b\u0646\u0627\u0621 \u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u0639\u0628\u0648\u0631 \u0645\u0646 \u062e\u0644\u0627\u0644 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-deployment-of-unmanned-vehicles\">\u0646\u0634\u0631 \u0627\u0644\u0645\u0631\u0643\u0628\u0627\u062a \u063a\u064a\u0631 \u0627\u0644\u0645\u0623\u0647\u0648\u0644\u0629<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u0639\u0644\u0627\u0648\u0629 \u0639\u0644\u0649 \u0630\u0644\u0643\u060c \u0627\u0633\u062a\u063a\u0644 \u0627\u0644\u0645\u0634\u0631\u0648\u0639 \u0627\u0646\u062e\u0641\u0627\u0636 \u0632\u0645\u0646 \u0627\u0644\u0627\u0633\u062a\u062c\u0627\u0628\u0629 \u0641\u064a \u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u062c\u064a\u0644 \u0627\u0644\u062e\u0627\u0645\u0633 \u0644\u0646\u0634\u0631 \u0645\u0631\u0643\u0628\u0627\u062a \u063a\u064a\u0631 \u0645\u0623\u0647\u0648\u0644\u0629 \u0644\u0645\u0631\u0627\u0642\u0628\u0629 \u0627\u0644\u0646\u0628\u0627\u062a\u0627\u062a \u0648\u062c\u0645\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a. \u0648\u0642\u062f \u0644\u0639\u0628\u062a \u0647\u0630\u0647 \u0627\u0644\u0645\u0631\u0643\u0628\u0627\u062a \u062f\u0648\u0631\u064b\u0627 \u062d\u0627\u0633\u0645\u064b\u0627 \u0641\u064a \u062c\u0645\u0639 \u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0622\u0646\u064a\u0629\u060c \u0648\u0645\u0648\u0627\u0635\u0644\u0629 \u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0645\u0645\u0627\u0631\u0633\u0627\u062a \u0627\u0644\u0632\u0631\u0627\u0639\u064a\u0629.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-project-outcomes-enhancing-sugar-beet-production-with-5g-technology\">\u0646\u062a\u0627\u0626\u062c \u0627\u0644\u0645\u0634\u0631\u0648\u0639: \u062a\u0639\u0632\u064a\u0632 \u0625\u0646\u062a\u0627\u062c \u0628\u0646\u062c\u0631 \u0627\u0644\u0633\u0643\u0631 \u0628\u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u062c\u064a\u0644 \u0627\u0644\u062e\u0627\u0645\u0633<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u0623\u0638\u0647\u0631 \u0627\u0644\u0645\u0634\u0631\u0648\u0639 \u0643\u064a\u0641 \u064a\u0645\u0643\u0646 \u0644\u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u062c\u064a\u0644 \u0627\u0644\u062e\u0627\u0645\u0633 \u0623\u0646 \u062a\u064f\u062d\u062f\u062b \u0646\u0642\u0644\u0629 \u0646\u0648\u0639\u064a\u0629 \u0641\u064a \u0627\u0644\u0642\u0637\u0627\u0639 \u0627\u0644\u0632\u0631\u0627\u0639\u064a \u0641\u064a \u0634\u0645\u0627\u0644 \u0627\u0644\u0631\u0627\u064a\u0646 \u0648\u0633\u062a\u0641\u0627\u0644\u064a\u0627\u060c \u0648\u0630\u0644\u0643 \u0645\u0646 \u062e\u0644\u0627\u0644 \u062a\u062d\u0644\u064a\u0644 \u062f\u0648\u0631\u0629 \u062d\u064a\u0627\u0629 \u0632\u0631\u0627\u0639\u0629 \u0628\u0646\u062c\u0631 \u0627\u0644\u0633\u0643\u0631 \u0628\u0623\u0643\u0645\u0644\u0647\u0627\u060c \u0645\u064f\u0633\u0644\u0637\u064b\u0627 \u0627\u0644\u0636\u0648\u0621 \u0639\u0644\u0649 \u0627\u0644\u062a\u062d\u0633\u064a\u0646\u0627\u062a \u0627\u0644\u0643\u0628\u064a\u0631\u0629 \u0627\u0644\u062a\u064a \u062a\u064f\u062a\u064a\u062d\u0647\u0627 \u0647\u0630\u0647 \u0627\u0644\u062a\u0642\u0646\u064a\u0629. \u0648\u0644\u0639\u0631\u0636 \u0646\u062a\u0627\u0626\u062c \u0627\u0644\u0645\u0634\u0631\u0648\u0639 \u0628\u0643\u0641\u0627\u0621\u0629\u060c \u0627\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u0628\u0627\u062d\u062b\u0648\u0646 \u062d\u0632\u0645 \u0639\u0645\u0644 \u062a\u062a\u0636\u0645\u0646 \u0633\u064a\u0646\u0627\u0631\u064a\u0648\u0647\u0627\u062a \u0648\u0628\u0646\u0649 \u062a\u062d\u062a\u064a\u0629 \u0645\u062e\u062a\u0644\u0641\u0629.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img data-recalc-dims=\"1\" decoding=\"async\" width=\"810\" height=\"610\" data-attachment-id=\"10625\" data-permalink=\"https:\/\/geopard.tech\/ar\/blog\/5g-enabled-real-time-learning-in-sustainable-farming-a-study-on-sugar-beet-production\/sugar-beet-test-field\/\" data-orig-file=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2024\/07\/Sugar-beet-test-field.png?fit=2048%2C1542&amp;ssl=1\" data-orig-size=\"2048,1542\" data-comments-opened=\"1\" data-image-title=\"Sugar beet test field\" data-image-description=\"\" data-image-caption=\"\" data-large-file=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2024\/07\/Sugar-beet-test-field.png?fit=1024%2C771&amp;ssl=1\" src=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2024\/07\/Sugar-beet-test-field.png?resize=810%2C610&#038;ssl=1\" alt=\"\u062d\u0642\u0644 \u062a\u062c\u0631\u064a\u0628\u064a \u0644\u0628\u0646\u062c\u0631 \u0627\u0644\u0633\u0643\u0631 \" class=\"wp-image-10625\" srcset=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2024\/07\/Sugar-beet-test-field.png?w=2048&amp;ssl=1 2048w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2024\/07\/Sugar-beet-test-field.png?resize=300%2C226&amp;ssl=1 300w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2024\/07\/Sugar-beet-test-field.png?resize=1024%2C771&amp;ssl=1 1024w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2024\/07\/Sugar-beet-test-field.png?resize=768%2C578&amp;ssl=1 768w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2024\/07\/Sugar-beet-test-field.png?resize=1536%2C1157&amp;ssl=1 1536w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2024\/07\/Sugar-beet-test-field.png?resize=400%2C300&amp;ssl=1 400w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2024\/07\/Sugar-beet-test-field.png?resize=200%2C150&amp;ssl=1 200w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2024\/07\/Sugar-beet-test-field.png?resize=1200%2C904&amp;ssl=1 1200w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2024\/07\/Sugar-beet-test-field.png?w=1620&amp;ssl=1 1620w\" sizes=\"(max-width: 810px) 100vw, 810px\" \/><figcaption class=\"wp-element-caption\">\u062d\u0642\u0644 \u062a\u062c\u0631\u064a\u0628\u064a \u0644\u0628\u0646\u062c\u0631 \u0627\u0644\u0633\u0643\u0631<\/figcaption><\/figure>\n<\/div>\n\n\n<h3 class=\"wp-block-heading\" id=\"h-scenario-definition-considering-existing-geodata-and-ml-infrastructure\">\u062a\u0639\u0631\u064a\u0641 \u0627\u0644\u0633\u064a\u0646\u0627\u0631\u064a\u0648 \u0645\u0639 \u0645\u0631\u0627\u0639\u0627\u0629 \u0627\u0644\u0628\u0646\u064a\u0629 \u0627\u0644\u062a\u062d\u062a\u064a\u0629 \u0627\u0644\u062d\u0627\u0644\u064a\u0629 \u0644\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0629 \u0648\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u0623\u0638\u0647\u0631 \u0627\u0644\u0645\u0634\u0631\u0648\u0639 \u0643\u064a\u0641 \u064a\u0645\u0643\u0646 \u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u062a\u0642\u0644\u064a\u062f\u064a\u0629 \u0636\u0645\u0646 \u062f\u0648\u0631\u0629 \u0625\u0646\u062a\u0627\u062c \u0628\u0646\u062c\u0631 \u0627\u0644\u0633\u0643\u0631 \u0645\u0646 \u062e\u0644\u0627\u0644 \u062f\u0645\u062c \u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u062c\u064a\u0644 \u0627\u0644\u062e\u0627\u0645\u0633. \u0648\u0634\u0645\u0644\u062a \u0627\u0644\u0623\u0647\u062f\u0627\u0641 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629 \u0645\u0627 \u064a\u0644\u064a:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u062a\u0645 \u062a\u0637\u0648\u064a\u0631 \u0633\u064a\u0646\u0627\u0631\u064a\u0648\u0647\u0627\u062a \u062c\u0627\u0647\u0632\u0629 \u0644\u0644\u062a\u0646\u0641\u064a\u0630 \u0644\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0646\u0628\u0627\u062a\u0627\u062a \u0648\u0645\u0631\u0627\u0642\u0628\u062a\u0647\u0627 \u0648\u0627\u0644\u062a\u0646\u0628\u0624 \u0628\u0627\u0644\u0625\u0646\u062a\u0627\u062c.<\/li>\n\n\n\n<li>\u0627\u0644\u0645\u062a\u0637\u0644\u0628\u0627\u062a \u0627\u0644\u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u0645\u062d\u062f\u062f\u0629 \u0627\u0644\u0644\u0627\u0632\u0645\u0629 \u0644\u0644\u062a\u0646\u0641\u064a\u0630 \u0627\u0644\u0646\u0627\u062c\u062d \u0644\u0647\u0630\u0647 \u0627\u0644\u0633\u064a\u0646\u0627\u0631\u064a\u0648\u0647\u0627\u062a.<\/li>\n\n\n\n<li>\u062a\u0645 \u062a\u062d\u062f\u064a\u062f \u0648\u062a\u0642\u064a\u064a\u0645 \u0627\u0644\u0645\u0624\u0634\u0631\u0627\u062a \u0627\u0644\u0628\u064a\u0626\u064a\u0629 \u0648\u0627\u0644\u0627\u0642\u062a\u0635\u0627\u062f\u064a\u0629 \u0630\u0627\u062a \u0627\u0644\u0635\u0644\u0629 \u0644\u062a\u0642\u064a\u064a\u0645 \u0627\u0644\u0642\u064a\u0645\u0629 \u0627\u0644\u0645\u0636\u0627\u0641\u0629 \u0627\u0644\u062a\u064a \u062a\u0648\u0641\u0631\u0647\u0627 \u0634\u0628\u0643\u0629 \u0627\u0644\u062c\u064a\u0644 \u0627\u0644\u062e\u0627\u0645\u0633.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u0623\u0643\u062f\u062a \u0647\u0630\u0647 \u0627\u0644\u0645\u0631\u062d\u0644\u0629 \u0627\u0644\u062a\u0632\u0627\u0645 \u0627\u0644\u0645\u0634\u0631\u0648\u0639 \u0628\u062f\u0645\u062c \u0623\u062d\u062f\u062b \u0627\u0644\u062a\u0642\u0646\u064a\u0627\u062a \u0645\u0639 \u0627\u0644\u0645\u0645\u0627\u0631\u0633\u0627\u062a \u0627\u0644\u0632\u0631\u0627\u0639\u064a\u0629 \u0627\u0644\u0642\u0627\u0626\u0645\u0629. \u0648\u0642\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u062a \u0647\u0630\u0647 \u0627\u0644\u0628\u0646\u064a\u0629 \u0645\u0646 \u0633\u0631\u0639\u0629 \u0627\u062a\u0635\u0627\u0644 \u0634\u0628\u0643\u0629 \u0627\u0644\u062c\u064a\u0644 \u0627\u0644\u062e\u0627\u0645\u0633 (5G) \u0644\u062a\u0633\u0647\u064a\u0644 \u062c\u0645\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0645\u0639\u0627\u0644\u062c\u062a\u0647\u0627 \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0641\u0639\u0644\u064a \u0628\u064a\u0646 \u0627\u0644\u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u0637\u0631\u0641\u064a\u0629 \u0648\u0627\u0644\u062d\u0648\u0633\u0628\u0629 \u0627\u0644\u0633\u062d\u0627\u0628\u064a\u0629. \u0648\u0648\u0641\u0631\u062a \u0627\u0644\u0628\u0646\u064a\u0629 \u0627\u0644\u062a\u062d\u062a\u064a\u0629 \u0627\u0644\u0633\u062d\u0627\u0628\u064a\u0629 \u0645\u0648\u0627\u0631\u062f \u0623\u0633\u0627\u0633\u064a\u0629 \u0644\u062a\u062f\u0631\u064a\u0628 \u0648\u0646\u0634\u0631 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u0627\u0633\u0639\u0629 \u0627\u0644\u0646\u0637\u0627\u0642\u060c \u0628\u064a\u0646\u0645\u0627 \u0642\u062f\u0645\u062a \u0645\u0646\u0635\u0629 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0623\u062f\u0648\u0627\u062a \u0641\u0639\u0627\u0644\u0629 \u0644\u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0648\u0646\u0634\u0631\u0647\u0627. \u0648\u0642\u062f\u0645\u062a \u0637\u0628\u0642\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0631\u0624\u0649 \u0639\u0645\u0644\u064a\u0629 \u0645\u0633\u062a\u0645\u062f\u0629 \u0645\u0646 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0644\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0627\u0644\u0646\u0647\u0627\u0626\u064a\u064a\u0646\u060c \u0645\u0645\u0627 \u0639\u0632\u0632 \u0642\u062f\u0631\u0627\u062a\u0647\u0645 \u0639\u0644\u0649 \u0627\u062a\u062e\u0627\u0630 \u0627\u0644\u0642\u0631\u0627\u0631\u0627\u062a.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-machine-learning-and-ai-in-the-context-of-5g\">\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0648\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0641\u064a \u0633\u064a\u0627\u0642 \u0627\u0644\u062c\u064a\u0644 \u0627\u0644\u062e\u0627\u0645\u0633<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u0627\u0646\u0635\u0628\u0651 \u062a\u0631\u0643\u064a\u0632 \u0647\u0630\u0627 \u0627\u0644\u062c\u0632\u0621 \u0639\u0644\u0649 \u062a\u0643\u064a\u064a\u0641 \u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u062a\u0639\u0644\u0651\u0645 \u0627\u0644\u0622\u0644\u064a \u0648\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u062d\u0627\u0644\u064a\u0629 \u0644\u062a\u062a\u0648\u0627\u0641\u0642 \u0645\u0639 \u0627\u0644\u0633\u064a\u0646\u0627\u0631\u064a\u0648\u0647\u0627\u062a \u0627\u0644\u0645\u0630\u0643\u0648\u0631\u0629 \u0623\u0639\u0644\u0627\u0647\u060c \u0648\u062a\u062d\u0633\u064a\u0646\u0647\u0627 \u0648\u0641\u0642\u064b\u0627 \u0644\u0630\u0644\u0643. \u0648\u0634\u0645\u0644\u062a \u0627\u0644\u0623\u0647\u062f\u0627\u0641 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629 \u0645\u0627 \u064a\u0644\u064a:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u062d\u062f\u062f \u0623\u0647\u062f\u0627\u0641 \u0627\u0644\u0646\u0638\u0627\u0645 \u0648\u0642\u0645 \u0628\u062a\u0637\u0648\u064a\u0631 \u0628\u0646\u064a\u0629 \u0627\u0644\u0646\u0638\u0627\u0645<\/li>\n\n\n\n<li>\u062a\u0645 \u062c\u0645\u0639 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062d\u0642\u064a\u0642\u0629 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629 \u0644\u062a\u062f\u0631\u064a\u0628 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u0627\u0644\u062a\u062d\u0642\u0642 \u0645\u0646 \u0635\u062d\u062a\u0647\u0627.<\/li>\n\n\n\n<li>\u062a\u0645 \u0625\u0646\u0634\u0627\u0621 \u0642\u0627\u0639\u062f\u0629 \u0628\u064a\u0627\u0646\u0627\u062a \u0645\u0646\u0627\u0633\u0628\u0629 \u0648\u062a\u0635\u0646\u064a\u0641\u0647\u0627 \u062e\u0635\u064a\u0635\u064b\u0627 \u0644\u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0646\u0628\u0627\u062a\u0627\u062a \u0648\u0645\u0631\u0627\u0642\u0628\u062a\u0647\u0627.<\/li>\n\n\n\n<li>\u062f\u0645\u062c \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0628\u0633\u0644\u0627\u0633\u0629 \u0641\u064a \u0627\u0644\u0628\u0646\u064a\u0629 \u0627\u0644\u062a\u062d\u062a\u064a\u0629 \u0644\u0634\u0628\u0643\u0629 \u0627\u0644\u062c\u064a\u0644 \u0627\u0644\u062e\u0627\u0645\u0633.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u0641\u064a \u0647\u0630\u0647 \u0627\u0644\u0645\u0631\u062d\u0644\u0629\u060c \u0644\u0639\u0628\u062a \u0627\u0644\u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u0637\u0631\u0641\u064a\u0629 \u0627\u0644\u0645\u0632\u0648\u062f\u0629 \u0628\u0634\u0631\u0627\u0626\u062d SIM \u0644\u0644\u0647\u0648\u0627\u062a\u0641 \u0627\u0644\u0645\u062d\u0645\u0648\u0644\u0629 \u0627\u0644\u062a\u064a \u062a\u0633\u062a\u062e\u062f\u0645 \u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u062c\u064a\u0644 \u0627\u0644\u062e\u0627\u0645\u0633 \u062f\u0648\u0631\u064b\u0627 \u0645\u062d\u0648\u0631\u064a\u064b\u0627. \u0648\u062a\u0645\u062a \u0645\u0631\u0627\u0642\u0628\u0629 \u0645\u0624\u0634\u0631\u0627\u062a \u0627\u0644\u0623\u062f\u0627\u0621 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629\u060c \u0645\u062b\u0644 \u0632\u0645\u0646 \u0627\u0644\u0627\u0633\u062a\u062c\u0627\u0628\u0629 \u0623\u0648 \u0632\u0645\u0646 \u0627\u0644\u0627\u0633\u062a\u062c\u0627\u0628\u0629 \u0627\u0644\u0634\u0627\u0645\u0644\u060c \u0639\u0646 \u0643\u062b\u0628. \u0648\u0634\u0645\u0644\u062a \u0627\u0644\u0642\u064a\u0627\u0633\u0627\u062a \u062a\u0642\u064a\u064a\u0645 \u0645\u0648\u062b\u0648\u0642\u064a\u0629 \u0648\u062a\u0648\u0627\u0641\u0631 \u062d\u0632\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u0644\u0645\u0629 \u0628\u062f\u0642\u0629\u060c \u0628\u0627\u0644\u0625\u0636\u0627\u0641\u0629 \u0625\u0644\u0649 \u062a\u062d\u0644\u064a\u0644 \u0645\u0639\u062f\u0644\u0627\u062a \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0648\u0645\u0639\u062f\u0644\u0627\u062a \u0630\u0631\u0648\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0639\u0644\u0627\u0648\u0629 \u0639\u0644\u0649 \u0630\u0644\u0643\u060c \u062a\u0645 \u0648\u0636\u0639 \u0627\u0641\u062a\u0631\u0627\u0636\u0627\u062a \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0628\u062b \u0641\u064a\u062f\u064a\u0648 \u0628\u062f\u0642\u0629 UHD \u0628\u062a\u0646\u0633\u064a\u0642 MP4\u060c \u064a\u062a\u0645 \u0646\u0642\u0644\u0647 \u0639\u0628\u0631 \u0628\u0631\u0648\u062a\u0648\u0643\u0648\u0644 \u0627\u0644\u062a\u062d\u0643\u0645 \u0641\u064a \u0627\u0644\u0625\u0631\u0633\u0627\u0644 (TCP). \u0648\u0634\u0645\u0644\u062a \u0627\u0644\u062d\u0644\u0648\u0644 \u0627\u0644\u0645\u062d\u062a\u0645\u0644\u0629 \u0627\u0644\u062a\u064a \u062a\u0645 \u0627\u0633\u062a\u0643\u0634\u0627\u0641\u0647\u0627 \u0627\u0644\u062a\u062d\u0633\u064a\u0646 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0635\u0648\u0631 \u0641\u0631\u062f\u064a\u0629 \u0628\u062f\u0644\u0627\u064b \u0645\u0646 \u062a\u062f\u0641\u0642\u0627\u062a \u0627\u0644\u0641\u064a\u062f\u064a\u0648 \u0627\u0644\u0645\u0633\u062a\u0645\u0631\u0629\u060c \u0648\u0625\u062c\u0631\u0627\u0621 \u062a\u062d\u0633\u064a\u0646\u0627\u062a \u0623\u0633\u0627\u0633\u064a\u0629 \u0645\u0628\u0627\u0634\u0631\u0629 \u0639\u0644\u0649 \u0627\u0644\u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u0637\u0631\u0641\u064a\u0629\u060c \u0648\u062a\u0637\u0628\u064a\u0642 \u062a\u0642\u0646\u064a\u0627\u062a \u062a\u0643\u0645\u064a\u0645 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0644\u062a\u0639\u0632\u064a\u0632 \u0627\u0644\u0643\u0641\u0627\u0621\u0629.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-cloud-infrastructure-and-aws-services\">\u0627\u0644\u0628\u0646\u064a\u0629 \u0627\u0644\u062a\u062d\u062a\u064a\u0629 \u0627\u0644\u0633\u062d\u0627\u0628\u064a\u0629 \u0648\u062e\u062f\u0645\u0627\u062a AWS<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u0627\u0639\u062a\u0645\u062f \u0627\u0644\u0645\u0634\u0631\u0648\u0639 \u0628\u0634\u0643\u0644 \u0643\u0628\u064a\u0631 \u0639\u0644\u0649 \u0627\u0644\u0628\u0646\u064a\u0629 \u0627\u0644\u062a\u062d\u062a\u064a\u0629 \u0627\u0644\u0633\u062d\u0627\u0628\u064a\u0629 \u0627\u0644\u062a\u064a \u062a\u0633\u062a\u0641\u064a\u062f \u0645\u0646 \u062e\u062f\u0645\u0627\u062a AWS \u0645\u062b\u0644 Lambda \u0648 SageMaker \u0648 S3 \u0648 CloudWatch \u0648 RDS\u060c \u0648\u0627\u0644\u062a\u064a \u0644\u0639\u0628\u062a \u062f\u0648\u0631\u064b\u0627 \u062d\u0627\u0633\u0645\u064b\u0627 \u0641\u064a \u062a\u0648\u0641\u064a\u0631 \u0627\u0644\u0645\u0648\u0627\u0631\u062f \u0627\u0644\u0644\u0627\u0632\u0645\u0629 \u0644\u062a\u062f\u0631\u064a\u0628 \u0648\u0646\u0634\u0631 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0627\u0633\u062a\u064f\u062e\u062f\u0645\u062a \u062e\u062f\u0645\u0629 AWS Lambda \u0644\u0625\u062f\u0627\u0631\u0629 \u0645\u062b\u064a\u0644\u0627\u062a \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0648\u062a\u0642\u062f\u064a\u0645\u0647\u0627 \u0628\u0643\u0641\u0627\u0621\u0629\u060c \u0628\u064a\u0646\u0645\u0627 \u0633\u0647\u0651\u0644\u062a \u062e\u062f\u0645\u0629 AWS SageMaker \u0628\u0646\u0627\u0621 \u0645\u0633\u0627\u0631\u0627\u062a \u0642\u0648\u064a\u0629 \u0644\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a. \u0648\u0643\u0627\u0646\u062a \u062d\u0644\u0648\u0644 \u0627\u0644\u062a\u062e\u0632\u064a\u0646 \u0645\u062b\u0644 S3 \u0648CloudWatch \u0648RDS \u0636\u0631\u0648\u0631\u064a\u0629 \u0644\u062a\u062e\u0632\u064a\u0646 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0627\u0644\u0633\u062c\u0644\u0627\u062a \u0627\u0644\u0645\u0647\u0645\u0629 \u0644\u062a\u0634\u063a\u064a\u0644 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0648\u0627\u0644\u0634\u0628\u0643\u0627\u062a \u0627\u0644\u0639\u0635\u0628\u064a\u0629.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img data-recalc-dims=\"1\" decoding=\"async\" width=\"800\" height=\"490\" data-attachment-id=\"10627\" data-permalink=\"https:\/\/geopard.tech\/ar\/blog\/5g-enabled-real-time-learning-in-sustainable-farming-a-study-on-sugar-beet-production\/aws-cloud-infrastructure\/\" data-orig-file=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2024\/07\/AWS-cloud-infrastructure.png?fit=800%2C490&amp;ssl=1\" data-orig-size=\"800,490\" data-comments-opened=\"1\" data-image-title=\"AWS cloud infrastructure\" data-image-description=\"\" data-image-caption=\"\" data-large-file=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2024\/07\/AWS-cloud-infrastructure.png?fit=800%2C490&amp;ssl=1\" src=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2024\/07\/AWS-cloud-infrastructure.png?resize=800%2C490&#038;ssl=1\" alt=\"\u0627\u0644\u0628\u0646\u064a\u0629 \u0627\u0644\u062a\u062d\u062a\u064a\u0629 \u0627\u0644\u0633\u062d\u0627\u0628\u064a\u0629 AWS\" class=\"wp-image-10627\" srcset=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2024\/07\/AWS-cloud-infrastructure.png?w=800&amp;ssl=1 800w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2024\/07\/AWS-cloud-infrastructure.png?resize=300%2C184&amp;ssl=1 300w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2024\/07\/AWS-cloud-infrastructure.png?resize=768%2C470&amp;ssl=1 768w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/><figcaption class=\"wp-element-caption\">\u0627\u0644\u0628\u0646\u064a\u0629 \u0627\u0644\u062a\u062d\u062a\u064a\u0629 \u0627\u0644\u0633\u062d\u0627\u0628\u064a\u0629 AWS<\/figcaption><\/figure>\n<\/div>\n\n\n<p class=\"wp-block-paragraph\">\u0648\u0628\u0627\u0644\u062a\u0627\u0644\u064a\u060c \u062f\u0639\u0645\u062a \u0647\u0630\u0647 \u0627\u0644\u0628\u0646\u064a\u0629 \u0627\u0644\u062a\u062d\u062a\u064a\u0629 \u0642\u062f\u0631\u0627\u062a \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0641\u0639\u0644\u064a \u0627\u0644\u062a\u064a \u0623\u062a\u0627\u062d\u062a\u0647\u0627 \u0634\u0628\u0643\u0629 \u0627\u0644\u062c\u064a\u0644 \u0627\u0644\u062e\u0627\u0645\u0633.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-5g-network-latency\">\u0632\u0645\u0646 \u0627\u0633\u062a\u062c\u0627\u0628\u0629 \u0634\u0628\u0643\u0629 \u0627\u0644\u062c\u064a\u0644 \u0627\u0644\u062e\u0627\u0645\u0633<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u0635\u064f\u0645\u0645\u062a \u0634\u0628\u0643\u0627\u062a \u0627\u0644\u062c\u064a\u0644 \u0627\u0644\u062e\u0627\u0645\u0633 \u0644\u062a\u062d\u0642\u064a\u0642 \u0632\u0645\u0646 \u0627\u0633\u062a\u062c\u0627\u0628\u0629 \u0645\u0646\u062e\u0641\u0636 \u0644\u0644\u063a\u0627\u064a\u0629\u060c \u064a\u062a\u0631\u0627\u0648\u062d \u0639\u0627\u062f\u0629\u064b \u0628\u064a\u0646 1 \u064810 \u0645\u0644\u0644\u064a \u062b\u0627\u0646\u064a\u0629. \u0648\u064a\u0639\u0643\u0633 \u0647\u0630\u0627 \u0627\u0644\u0632\u0645\u0646 \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0630\u064a \u062a\u0633\u062a\u063a\u0631\u0642\u0647 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0644\u0644\u0627\u0646\u062a\u0642\u0627\u0644 \u0628\u064a\u0646 \u0627\u0644\u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u0645\u062d\u0645\u0648\u0644\u0629 \u0648\u062e\u0648\u0627\u062f\u0645 AWS \u0639\u0628\u0631 \u0634\u0628\u0643\u0629 \u0627\u0644\u062c\u064a\u0644 \u0627\u0644\u062e\u0627\u0645\u0633. \u0643\u0645\u0627 \u062a\u0624\u062b\u0631 \u0642\u062f\u0631\u0627\u062a \u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0643\u0644 \u062c\u0647\u0627\u0632\u060c \u0645\u062b\u0644 \u0633\u0631\u0639\u0629 \u0627\u0644\u062a\u0642\u0627\u0637 \u0627\u0644\u0635\u0648\u0631 \u0648\u0645\u0639\u0627\u0644\u062c\u062a\u0647\u0627 \u0639\u0644\u0649 \u0627\u0644\u0647\u0648\u0627\u062a\u0641 \u0627\u0644\u0630\u0643\u064a\u0629 \u0627\u0644\u0645\u0632\u0648\u062f\u0629 \u0628\u0645\u0639\u0627\u0644\u062c\u0627\u062a \u0639\u0627\u0644\u064a\u0629 \u0627\u0644\u0623\u062f\u0627\u0621\u060c \u0639\u0644\u0649 \u0632\u0645\u0646 \u0627\u0644\u0627\u0633\u062a\u062c\u0627\u0628\u0629.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0623\u062b\u0631\u062a \u0633\u0631\u0639\u0627\u062a \u062a\u062d\u0645\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0639\u0644\u0649 \u0634\u0628\u0643\u0629 \u0627\u0644\u062c\u064a\u0644 \u0627\u0644\u062e\u0627\u0645\u0633 \u0648\u062d\u062c\u0645 \u0627\u0644\u0635\u0648\u0631\u0629 \u0639\u0644\u0649 \u0623\u0648\u0642\u0627\u062a \u0646\u0642\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0625\u0644\u0649 \u062e\u062f\u0645\u0627\u062a \u0623\u0645\u0627\u0632\u0648\u0646 \u0627\u0644\u0633\u062d\u0627\u0628\u064a\u0629 (AWS). \u0643\u0645\u0627 \u0633\u0627\u0647\u0645\u062a \u062e\u062f\u0645\u0627\u062a \u0623\u0645\u0627\u0632\u0648\u0646 \u0627\u0644\u0633\u062d\u0627\u0628\u064a\u0629 \u0641\u064a \u0632\u064a\u0627\u062f\u0629 \u0632\u0645\u0646 \u0627\u0644\u0627\u0633\u062a\u062c\u0627\u0628\u0629 \u0645\u0646 \u062e\u0644\u0627\u0644 \u0623\u0648\u0642\u0627\u062a \u0645\u0639\u0627\u0644\u062c\u0629 \u0645\u0647\u0627\u0645 \u0645\u062b\u0644 \u0627\u0644\u0643\u0634\u0641 \u0648\u0627\u0644\u062a\u062c\u0632\u0626\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0634\u0628\u0643\u0627\u062a \u0627\u0644\u0639\u0635\u0628\u064a\u0629\u060c \u0648\u0627\u0644\u062a\u064a \u062a\u0628\u0627\u064a\u0646\u062a \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u062a\u0639\u0642\u064a\u062f \u0627\u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0629 \u0648\u0643\u0641\u0627\u0621\u0629 \u062e\u062f\u0645\u0629 \u0623\u0645\u0627\u0632\u0648\u0646 \u0627\u0644\u0633\u062d\u0627\u0628\u064a\u0629. \u0628\u0639\u062f \u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0629\u060c \u062a\u0645 \u062a\u0646\u0632\u064a\u0644 \u0627\u0644\u0646\u062a\u0627\u0626\u062c \u0645\u0631\u0629 \u0623\u062e\u0631\u0649 \u0625\u0644\u0649 \u0627\u0644\u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u0645\u062d\u0645\u0648\u0644\u0629\u060c \u0645\u062a\u0623\u062b\u0631\u0629 \u0628\u0633\u0631\u0639\u0629 \u062a\u0646\u0632\u064a\u0644 \u0634\u0628\u0643\u0629 \u0627\u0644\u062c\u064a\u0644 \u0627\u0644\u062e\u0627\u0645\u0633 \u0648\u062d\u062c\u0645 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0646\u062a\u0627\u0626\u062c.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-plant-recognition-using-ai\">\u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0646\u0628\u0627\u062a\u0627\u062a \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u0641\u064a \u0645\u062c\u0627\u0644 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0646\u0628\u0627\u062a\u0627\u062a\u060c \u062a\u0636\u0645\u0646\u062a \u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u0645\u062f\u0639\u0648\u0645\u0629 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0625\u0646\u0634\u0627\u0621 \u0642\u0627\u0639\u062f\u0629 \u0628\u064a\u0627\u0646\u0627\u062a \u0634\u0627\u0645\u0644\u0629 \u0644\u0635\u0648\u0631 \u0627\u0644\u0646\u0628\u0627\u062a\u0627\u062a \u0644\u062a\u062f\u0631\u064a\u0628 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u062a\u0639\u062a\u0645\u062f \u0639\u0644\u0649 \u0627\u0644\u0634\u0628\u0643\u0627\u062a \u0627\u0644\u0639\u0635\u0628\u064a\u0629. \u0648\u0642\u062f \u062a\u0645 \u062a\u062f\u0631\u064a\u0628 \u0647\u0630\u0647 \u0627\u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0639\u0644\u0649 \u062a\u0645\u064a\u064a\u0632 \u0623\u0646\u0648\u0627\u0639 \u0628\u0646\u062c\u0631 \u0627\u0644\u0633\u0643\u0631 \u0639\u0646 \u0627\u0644\u0646\u0628\u0627\u062a\u0627\u062a \u0627\u0644\u0623\u062e\u0631\u0649 \u0645\u0646 \u062e\u0644\u0627\u0644 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u062e\u0635\u0627\u0626\u0635 \u0645\u062d\u062f\u062f\u0629 \u0644\u0643\u0644 \u0646\u0648\u0639 \u0646\u0628\u0627\u062a\u064a\u060c \u0645\u062b\u0644 \u0623\u0634\u0643\u0627\u0644 \u0627\u0644\u0623\u0648\u0631\u0627\u0642 \u0648\u0623\u0644\u0648\u0627\u0646 \u0627\u0644\u0623\u0632\u0647\u0627\u0631\u060c \u0648\u0645\u0627 \u0625\u0644\u0649 \u0630\u0644\u0643.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" width=\"810\" height=\"264\" data-attachment-id=\"10628\" data-permalink=\"https:\/\/geopard.tech\/ar\/blog\/5g-enabled-real-time-learning-in-sustainable-farming-a-study-on-sugar-beet-production\/phenological-development-of-sugar-beet-plants\/\" data-orig-file=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2024\/07\/Phenological-development-of-sugar-beet-plants.jpg?fit=2048%2C667&amp;ssl=1\" data-orig-size=\"2048,667\" data-comments-opened=\"1\" data-image-title=\"Phenological development of sugar beet plants\" data-image-description=\"\" data-image-caption=\"\" data-large-file=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2024\/07\/Phenological-development-of-sugar-beet-plants.jpg?fit=1024%2C334&amp;ssl=1\" src=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2024\/07\/Phenological-development-of-sugar-beet-plants.jpg?resize=810%2C264&#038;ssl=1\" alt=\"\u0627\u0644\u062a\u0637\u0648\u0631 \u0627\u0644\u0641\u064a\u0646\u0648\u0644\u0648\u062c\u064a \u0644\u0646\u0628\u0627\u062a\u0627\u062a \u0628\u0646\u062c\u0631 \u0627\u0644\u0633\u0643\u0631\" class=\"wp-image-10628\" srcset=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2024\/07\/Phenological-development-of-sugar-beet-plants.jpg?w=2048&amp;ssl=1 2048w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2024\/07\/Phenological-development-of-sugar-beet-plants.jpg?resize=300%2C98&amp;ssl=1 300w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2024\/07\/Phenological-development-of-sugar-beet-plants.jpg?resize=1024%2C334&amp;ssl=1 1024w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2024\/07\/Phenological-development-of-sugar-beet-plants.jpg?resize=768%2C250&amp;ssl=1 768w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2024\/07\/Phenological-development-of-sugar-beet-plants.jpg?resize=1536%2C500&amp;ssl=1 1536w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2024\/07\/Phenological-development-of-sugar-beet-plants.jpg?resize=1200%2C391&amp;ssl=1 1200w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2024\/07\/Phenological-development-of-sugar-beet-plants.jpg?w=1620&amp;ssl=1 1620w\" sizes=\"(max-width: 810px) 100vw, 810px\" \/><figcaption class=\"wp-element-caption\">\u0627\u0644\u062a\u0637\u0648\u0631 \u0627\u0644\u0641\u064a\u0646\u0648\u0644\u0648\u062c\u064a \u0644\u0646\u0628\u0627\u062a\u0627\u062a \u0628\u0646\u062c\u0631 \u0627\u0644\u0633\u0643\u0631. \u0627\u0644\u0645\u0635\u062f\u0631: <a href=\"https:\/\/www.mdpi.com\/2073-4395\/11\/7\/1277\" rel=\"nofollow\">https:\/\/www.mdpi.com\/2073-4395\/11\/7\/1277<\/a><\/figcaption><\/figure>\n<\/div>\n\n\n<p class=\"wp-block-paragraph\">\u0647\u0646\u0627\u060c \u0646\u0642\u0635\u062f \u0628\u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0646\u0628\u0627\u062a\u0627\u062a \u0645\u0647\u0645\u0629 \u0627\u0644\u0643\u0634\u0641 \u0639\u0646 \u0627\u0644\u0623\u0639\u0634\u0627\u0628 \u0627\u0644\u0636\u0627\u0631\u0629 \u0648\u062a\u0642\u0633\u064a\u0645 \u0646\u0628\u0627\u062a\u0627\u062a \u0628\u0646\u062c\u0631 \u0627\u0644\u0633\u0643\u0631.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0627\u0644\u0643\u0634\u0641 \u0639\u0646 \u0627\u0644\u0623\u0639\u0634\u0627\u0628 \u0627\u0644\u0636\u0627\u0631\u0629<\/strong><\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u0644\u0644\u0643\u0634\u0641 \u0639\u0646 \u0627\u0644\u0623\u0639\u0634\u0627\u0628 \u0627\u0644\u0636\u0627\u0631\u0629\u060c \u0627\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u0645\u0634\u0631\u0648\u0639 \u0646\u0645\u0648\u0630\u062c MobileNet-v3\u060c \u0627\u0644\u0630\u064a \u062a\u0645 \u062a\u062f\u0631\u064a\u0628\u0647 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u062a\u0642\u0646\u064a\u0627\u062a \u062a\u0636\u062e\u064a\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0643\u062b\u0641\u0629 \u0648\u0623\u062e\u0630 \u0627\u0644\u0639\u064a\u0646\u0627\u062a \u0627\u0644\u0645\u0648\u0632\u0648\u0646\u0629. \u0648\u0642\u062f \u062d\u0642\u0642 \u0647\u0630\u0627 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u062f\u0642\u0629\u064b \u0645\u0630\u0647\u0644\u0629 \u0628\u0644\u063a\u062a 0.984 \u0648\u0645\u0633\u0627\u062d\u0629 \u062a\u062d\u062a \u0627\u0644\u0645\u0646\u062d\u0646\u0649 (AUC) \u0628\u0644\u063a\u062a 0.998.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u062a\u0642\u0633\u064a\u0645 \u0628\u0646\u062c\u0631 \u0627\u0644\u0633\u0643\u0631<\/strong><\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u0641\u064a \u0645\u0647\u0627\u0645 \u062a\u062c\u0632\u0626\u0629 \u0627\u0644\u0635\u0648\u0631\u060c \u0627\u0633\u062a\u064f\u062e\u062f\u0645\u062a \u0646\u0645\u0627\u0630\u062c \u0645\u062b\u0644 YOLACT \u0648ResNeSt \u0648SOLO \u0648U-net \u0644\u062a\u062d\u062f\u064a\u062f \u0639\u064a\u0646\u0627\u062a \u0628\u0646\u062c\u0631 \u0627\u0644\u0633\u0643\u0631 \u0628\u062f\u0642\u0629 \u062f\u0627\u062e\u0644 \u0627\u0644\u0635\u0648\u0631. \u062b\u0645 \u062a\u0645 \u0627\u062e\u062a\u064a\u0627\u0631 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0623\u0643\u062b\u0631 \u0643\u0641\u0627\u0621\u0629 \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0645\u0639\u0627\u064a\u064a\u0631 \u0645\u062e\u062a\u0644\u0641\u0629: \u0627\u0644\u0633\u0631\u0639\u0629\u060c \u0648\u0648\u0642\u062a \u0627\u0644\u0627\u0633\u062a\u062f\u0644\u0627\u0644\u060c \u0648\u0645\u0627 \u0625\u0644\u0649 \u0630\u0644\u0643. \u0627\u0633\u062a\u064f\u0642\u064a\u062a \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u062c\u0632\u0626\u0629 \u0645\u0646 \u0635\u0648\u0631 RGB \u0627\u0644\u0645\u0644\u062a\u0642\u0637\u0629 \u0628\u0648\u0627\u0633\u0637\u0629 \u0637\u0627\u0626\u0631\u0627\u062a \u0628\u062f\u0648\u0646 \u0637\u064a\u0627\u0631\u060c \u0648\u0627\u0644\u062a\u064a \u062a\u0645 \u062a\u063a\u064a\u064a\u0631 \u062d\u062c\u0645\u0647\u0627 \u0648\u0625\u0636\u0627\u0641\u0629 \u062a\u0639\u0644\u064a\u0642\u0627\u062a \u062a\u0648\u0636\u064a\u062d\u064a\u0629 \u0625\u0644\u064a\u0647\u0627 \u0644\u0623\u063a\u0631\u0627\u0636 \u0627\u0644\u062a\u062f\u0631\u064a\u0628 \u0648\u0627\u0644\u062a\u062d\u0642\u0642.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u062a\u0636\u0645\u0646\u062a \u0645\u0647\u0627\u0645 \u0627\u0644\u062a\u062c\u0632\u0626\u0629 \u0625\u0646\u0634\u0627\u0621 \u0623\u0642\u0646\u0639\u0629 \u062a\u062d\u062f\u062f \u0628\u062f\u0642\u0629 \u062d\u062f\u0648\u062f \u0627\u0644\u0646\u0628\u0627\u062a\u0627\u062a. \u0642\u0644\u0644\u062a \u0647\u0630\u0647 \u0627\u0644\u0637\u0631\u064a\u0642\u0629 \u0645\u0646 \u062c\u0647\u062f \u0627\u0644\u062a\u0639\u0644\u064a\u0642 \u0627\u0644\u0628\u0634\u0631\u064a \u0645\u0639 \u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0643\u0641\u0627\u0621\u0629. \u0648\u0645\u0646 \u062e\u0644\u0627\u0644 \u0625\u0639\u0637\u0627\u0621 \u0627\u0644\u0623\u0648\u0644\u0648\u064a\u0629 \u0644\u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0639\u064a\u0646\u0627\u062a \u0627\u0644\u0635\u0639\u0628\u0629\u060c \u062a\u062d\u0633\u0646 \u0623\u062f\u0627\u0621 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0628\u0634\u0643\u0644 \u0645\u0644\u062d\u0648\u0638. \u0648\u0642\u062f \u0623\u062b\u0628\u062a\u062a \u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0627\u062a \u0625\u0639\u0627\u062f\u0629 \u0627\u0644\u062a\u062f\u0631\u064a\u0628 \u0627\u0644\u062a\u0643\u0631\u0627\u0631\u064a \u0648\u0623\u062e\u0630 \u0639\u064a\u0646\u0627\u062a \u0639\u062f\u0645 \u0627\u0644\u064a\u0642\u064a\u0646 \u0641\u0639\u0627\u0644\u064a\u062a\u0647\u0627\u060c \u062d\u064a\u062b \u062d\u0642\u0642\u062a \u0645\u0639\u062f\u0644\u0627\u062a \u062f\u0642\u0629 \u062a\u062c\u0632\u0626\u0629 \u062a\u062a\u062c\u0627\u0648\u0632 98% \u0639\u0628\u0631 \u0645\u0631\u0627\u062d\u0644 \u0627\u0644\u0646\u0645\u0648 \u0627\u0644\u0645\u062e\u062a\u0644\u0641\u0629.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" width=\"355\" height=\"146\" data-attachment-id=\"10629\" data-permalink=\"https:\/\/geopard.tech\/ar\/blog\/5g-enabled-real-time-learning-in-sustainable-farming-a-study-on-sugar-beet-production\/example-of-input-output-of-segmentation\/\" data-orig-file=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2024\/07\/Example-of-input-output-of-segmentation.png?fit=355%2C146&amp;ssl=1\" data-orig-size=\"355,146\" data-comments-opened=\"1\" data-image-title=\"Example of input-output of segmentation\" data-image-description=\"\" data-image-caption=\"\" data-large-file=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2024\/07\/Example-of-input-output-of-segmentation.png?fit=355%2C146&amp;ssl=1\" src=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2024\/07\/Example-of-input-output-of-segmentation.png?resize=355%2C146&#038;ssl=1\" alt=\"\u0645\u062b\u0627\u0644 \u0639\u0644\u0649 \u0645\u062f\u062e\u0644\u0627\u062a \u0648\u0645\u062e\u0631\u062c\u0627\u062a \u0627\u0644\u062a\u062c\u0632\u0626\u0629\" class=\"wp-image-10629\" style=\"width:767px;height:auto\" srcset=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2024\/07\/Example-of-input-output-of-segmentation.png?w=355&amp;ssl=1 355w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2024\/07\/Example-of-input-output-of-segmentation.png?resize=300%2C123&amp;ssl=1 300w\" sizes=\"(max-width: 355px) 100vw, 355px\" \/><figcaption class=\"wp-element-caption\">\u0645\u062b\u0627\u0644 \u0639\u0644\u0649 \u0645\u062f\u062e\u0644\u0627\u062a \u0648\u0645\u062e\u0631\u062c\u0627\u062a \u0627\u0644\u062a\u062c\u0632\u0626\u0629<\/figcaption><\/figure>\n<\/div>\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u062a\u0642\u064a\u064a\u0645 \u0627\u0644\u0646\u0645\u0648\u0630\u062c<\/strong><\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u062a\u0645 \u062a\u062f\u0631\u064a\u0628 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u062a\u0642\u0646\u064a\u0627\u062a \u0645\u062a\u0642\u062f\u0645\u0629 \u0644\u0632\u064a\u0627\u062f\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a. \u0648\u0642\u064f\u064a\u0650\u0651\u0645 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0645\u0642\u0627\u064a\u064a\u0633 \u0645\u062e\u062a\u0644\u0641\u0629\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u062a\u0642\u0627\u0637\u0639 \u0627\u0644\u0627\u062a\u062d\u0627\u062f (IoU). \u0623\u0638\u0647\u0631 \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u0644\u0644\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0645\u064f\u0646\u0634\u0623\u060c \u0648\u0627\u0644\u0630\u064a \u0623\u064f\u062c\u0631\u064a \u0639\u0644\u0649 \u0645\u062c\u0645\u0648\u0639\u0629 \u0641\u0631\u0639\u064a\u0629 \u0645\u0646 \u0645\u062c\u0645\u0648\u0639\u0629 \u0628\u064a\u0627\u0646\u0627\u062a &quot;\u0634\u062a\u0644\u0627\u062a \u0627\u0644\u0646\u0628\u0627\u062a\u0627\u062a \u0627\u0644\u0625\u0635\u062f\u0627\u0631 \u0627\u0644\u062b\u0627\u0646\u064a&quot;\u060c \u062f\u0642\u0629 \u0628\u0644\u063a\u062a 81%. \u0627\u0633\u062a\u063a\u0631\u0642 \u0648\u0642\u062a \u0627\u0644\u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u062d\u0648\u0627\u0644\u064a 320 \u0645\u0644\u0644\u064a \u062b\u0627\u0646\u064a\u0629 \u0628\u0639\u062f \u0641\u062a\u0631\u0629 \u062a\u0647\u064a\u0626\u0629 \u0645\u062f\u062a\u0647\u0627 7 \u062b\u0648\u0627\u0646\u064d\u060c \u0648\u0647\u064a \u0636\u0631\u0648\u0631\u064a\u0629 \u0645\u0631\u0629 \u0648\u0627\u062d\u062f\u0629 \u0641\u0642\u0637 \u0644\u0643\u0644 \u062c\u0644\u0633\u0629.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0641\u064a \u0645\u062c\u0627\u0644 \u0645\u0631\u0627\u0642\u0628\u0629 \u0627\u0644\u0646\u0628\u0627\u062a\u0627\u062a \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u060c \u062a\u0642\u0648\u0645 \u0627\u0644\u0643\u0627\u0645\u064a\u0631\u0627\u062a \u0648\u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u0627\u0633\u062a\u0634\u0639\u0627\u0631 \u0628\u062c\u0645\u0639 \u0628\u064a\u0627\u0646\u0627\u062a \u062d\u064a\u0648\u064a\u0629 \u0639\u0646 \u0627\u0644\u0646\u0628\u0627\u062a\u0627\u062a\u060c \u062b\u0645 \u062a\u062d\u0644\u064a\u0644\u0647\u0627 \u0628\u0648\u0627\u0633\u0637\u0629 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0648\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a. \u0648\u0642\u062f \u0644\u0639\u0628 \u0647\u0630\u0627 \u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u062f\u0648\u0631\u064b\u0627 \u062d\u0627\u0633\u0645\u064b\u0627 \u0641\u064a \u062a\u0642\u064a\u064a\u0645 \u0635\u062d\u0629 \u0627\u0644\u0646\u0628\u0627\u062a\u0627\u062a\u060c \u0648\u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0625\u062c\u0647\u0627\u062f \u0648\u0627\u0644\u0623\u0645\u0631\u0627\u0636 \u0623\u0648 \u063a\u064a\u0631\u0647\u0627 \u0645\u0646 \u0627\u0644\u0639\u0648\u0627\u0645\u0644 \u0627\u0644\u0645\u0624\u062b\u0631\u0629 \u0639\u0644\u0649 \u0646\u0645\u0648\u0647\u0627.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0627\u0645\u062a\u062f\u062a \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0645\u0646 \u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0625\u0646\u062a\u0627\u062c\u064a\u0629 \u0627\u0644\u0632\u0631\u0627\u0639\u064a\u0629 \u0625\u0644\u0649 \u0645\u0631\u0627\u0642\u0628\u0629 \u0627\u0644\u0646\u0638\u0645 \u0627\u0644\u0628\u064a\u0626\u064a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 \u0645\u062b\u0644 \u0627\u0644\u063a\u0627\u0628\u0627\u062a\u060c \u0648\u0627\u0644\u0645\u0633\u0627\u0639\u062f\u0629 \u0641\u064a \u062c\u0647\u0648\u062f \u0627\u0644\u062d\u0641\u0627\u0638 \u0639\u0644\u0649 \u0627\u0644\u0628\u064a\u0626\u0629\u060c \u0648\u062a\u0639\u0632\u064a\u0632 \u0641\u0647\u0645 \u0627\u0644\u062a\u0623\u062b\u064a\u0631\u0627\u062a \u0627\u0644\u0628\u064a\u0626\u064a\u0629.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-object-detection-in-plant-monitoring\">\u0627\u0644\u0643\u0634\u0641 \u0639\u0646 \u0627\u0644\u0623\u062c\u0633\u0627\u0645 \u0641\u064a \u0645\u0631\u0627\u0642\u0628\u0629 \u0627\u0644\u0645\u0635\u0627\u0646\u0639<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u062a\u062a\u0645\u062b\u0644 \u0627\u0644\u0645\u0631\u062d\u0644\u0629 \u0627\u0644\u062a\u0627\u0644\u064a\u0629 \u0628\u0639\u062f \u062a\u0642\u0633\u064a\u0645 \u0646\u0628\u0627\u062a\u0627\u062a \u0628\u0646\u062c\u0631 \u0627\u0644\u0633\u0643\u0631 \u0641\u064a \u0627\u0644\u0643\u0634\u0641 \u0639\u0646 \u0627\u0644\u0623\u062c\u0633\u0627\u0645\u060c \u0628\u0647\u062f\u0641 \u0641\u0647\u0645 \u062e\u0635\u0627\u0626\u0635 \u0643\u0644 \u0646\u0628\u062a\u0629 \u0639\u0644\u0649 \u062d\u062f\u0629 \u0645\u0646 \u062d\u064a\u062b \u0627\u0644\u0635\u062d\u0629 \u0648\u0627\u0644\u0646\u0645\u0648 \u0648\u0639\u0648\u0627\u0645\u0644 \u0623\u062e\u0631\u0649. \u0648\u0644\u0644\u0643\u0634\u0641 \u0639\u0646 \u0627\u0644\u0623\u062c\u0633\u0627\u0645 \u0641\u064a \u0645\u0631\u0627\u0642\u0628\u0629 \u0627\u0644\u0646\u0628\u0627\u062a\u0627\u062a\u060c \u062a\u0645 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0646\u0645\u0627\u0630\u062c \u0645\u062a\u0642\u062f\u0645\u0629 \u0645\u062b\u0644 YOLOv4 \u0648MobileNetV2 \u0648VGG-19 \u0627\u0644\u0645\u0632\u0648\u062f\u0629 \u0628\u0622\u0644\u064a\u0627\u062a \u0627\u0644\u0627\u0646\u062a\u0628\u0627\u0647. \u0642\u0627\u0645\u062a \u0647\u0630\u0647 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0628\u062a\u062d\u0644\u064a\u0644 \u0635\u0648\u0631 \u0645\u0642\u0633\u0645\u0629 \u0644\u0628\u0646\u062c\u0631 \u0627\u0644\u0633\u0643\u0631 \u0644\u0644\u0643\u0634\u0641 \u0639\u0646 \u0645\u0646\u0627\u0637\u0642 \u0627\u0644\u0625\u062c\u0647\u0627\u062f \u0648\u0627\u0644\u0645\u0631\u0636 \u0627\u0644\u0645\u062d\u062f\u062f\u0629\u060c \u0645\u0645\u0627 \u064a\u062a\u064a\u062d \u062a\u062f\u062e\u0644\u0627\u062a \u062f\u0642\u064a\u0642\u0629 \u0648\u0645\u0648\u062c\u0647\u0629.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u062d\u0642\u0642 \u0627\u0644\u0645\u0634\u0631\u0648\u0639 \u0625\u0646\u062c\u0627\u0632\u0627\u062a \u0647\u0627\u0645\u0629 \u0641\u064a \u0645\u062c\u0627\u0644 \u0627\u0644\u0643\u0634\u0641 \u0639\u0646 \u0627\u0644\u0623\u0645\u0631\u0627\u0636\u060c \u0648\u0630\u0644\u0643 \u0645\u0646 \u062e\u0644\u0627\u0644 \u062a\u062f\u0631\u064a\u0628 \u0646\u0645\u0648\u0630\u062c\u064a ResNet-18 \u0648ResNet-34 \u0627\u0644\u0645\u062f\u0631\u0628\u064a\u0646 \u0645\u0633\u0628\u0642\u064b\u0627 \u0639\u0644\u0649 \u0645\u062c\u0645\u0648\u0639\u0629 \u0628\u064a\u0627\u0646\u0627\u062a ImageNet. \u0648\u0642\u062f \u0623\u0638\u0647\u0631 \u0647\u0630\u0627\u0646 \u0627\u0644\u0646\u0645\u0648\u0630\u062c\u0627\u0646 \u062f\u0642\u0629\u064b \u0645\u0630\u0647\u0644\u0629 \u0628\u0644\u063a\u062a 0.88 \u0641\u064a \u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0623\u0645\u0631\u0627\u0636 \u0627\u0644\u062a\u064a \u062a\u0635\u064a\u0628 \u0646\u0628\u0627\u062a\u0627\u062a \u0628\u0646\u062c\u0631 \u0627\u0644\u0633\u0643\u0631\u060c \u0645\u0639 \u0645\u0633\u0627\u062d\u0629 \u062a\u062d\u062a \u0645\u0646\u062d\u0646\u0649 ROC (AUC) \u0642\u062f\u0631\u0647\u0627 0.898. \u0643\u0645\u0627 \u0623\u0638\u0647\u0631 \u0627\u0644\u0646\u0645\u0648\u0630\u062c\u0627\u0646 \u062b\u0642\u0629\u064b \u0639\u0627\u0644\u064a\u0629 \u0641\u064a \u0627\u0644\u062a\u0646\u0628\u0624\u060c \u062d\u064a\u062b \u0645\u064a\u0632\u0627 \u0628\u062f\u0642\u0629 \u0628\u064a\u0646 \u0627\u0644\u0646\u0628\u0627\u062a\u0627\u062a \u0627\u0644\u0645\u0631\u064a\u0636\u0629 \u0648\u0627\u0644\u0633\u0644\u064a\u0645\u0629.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" width=\"414\" height=\"194\" data-attachment-id=\"10630\" data-permalink=\"https:\/\/geopard.tech\/ar\/blog\/5g-enabled-real-time-learning-in-sustainable-farming-a-study-on-sugar-beet-production\/example-of-input-output-of-object-detection\/\" data-orig-file=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2024\/07\/Example-of-input-output-of-object-detection.png?fit=414%2C194&amp;ssl=1\" data-orig-size=\"414,194\" data-comments-opened=\"1\" data-image-title=\"Example of input-output of object detection\" data-image-description=\"\" data-image-caption=\"\" data-large-file=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2024\/07\/Example-of-input-output-of-object-detection.png?fit=414%2C194&amp;ssl=1\" src=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2024\/07\/Example-of-input-output-of-object-detection.png?resize=414%2C194&#038;ssl=1\" alt=\"\u0645\u062b\u0627\u0644 \u0639\u0644\u0649 \u0645\u062f\u062e\u0644\u0627\u062a \u0648\u0645\u062e\u0631\u062c\u0627\u062a \u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0643\u0627\u0626\u0646\u0627\u062a\" class=\"wp-image-10630\" style=\"width:750px;height:auto\" srcset=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2024\/07\/Example-of-input-output-of-object-detection.png?w=414&amp;ssl=1 414w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2024\/07\/Example-of-input-output-of-object-detection.png?resize=300%2C141&amp;ssl=1 300w\" sizes=\"(max-width: 414px) 100vw, 414px\" \/><figcaption class=\"wp-element-caption\">\u0645\u062b\u0627\u0644 \u0639\u0644\u0649 \u0645\u062f\u062e\u0644\u0627\u062a \u0648\u0645\u062e\u0631\u062c\u0627\u062a \u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0643\u0627\u0626\u0646\u0627\u062a<\/figcaption><\/figure>\n<\/div>\n\n\n<p class=\"wp-block-paragraph\">\u0627\u0639\u062a\u0645\u062f \u0627\u0644\u0645\u0634\u0631\u0648\u0639 \u0645\u0646\u0647\u062c\u064b\u0627 \u0645\u0646\u0638\u0645\u064b\u0627 \u0644\u0644\u0643\u0634\u0641 \u0639\u0646 \u0627\u0644\u0623\u0645\u0631\u0627\u0636\u060c \u062d\u064a\u062b \u062a\u0645 \u062a\u0642\u0633\u064a\u0645 \u0627\u0644\u0635\u0648\u0631 \u0625\u0644\u0649 \u0623\u062c\u0632\u0627\u0621 \u0645\u0648\u062d\u062f\u0629. \u0648\u062e\u0636\u0639\u062a \u0647\u0630\u0647 \u0627\u0644\u0623\u062c\u0632\u0627\u0621 \u0644\u0639\u0645\u0644\u064a\u0629 \u0634\u0631\u062d \u062f\u0642\u064a\u0642\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0623\u062f\u0648\u0627\u062a \u062a\u0641\u0627\u0639\u0644\u064a\u0629 \u0644\u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0645\u0646\u0627\u0637\u0642 \u0627\u0644\u0645\u0635\u0627\u0628\u0629 \u0628\u0627\u0644\u0623\u0645\u0631\u0627\u0636. \u0643\u0645\u0627 \u0639\u0632\u0632 \u0627\u0644\u0643\u0634\u0641 \u0639\u0646 \u0627\u0644\u0623\u062c\u0633\u0627\u0645 \u062f\u0642\u0629 \u0627\u0644\u0646\u062a\u0627\u0626\u062c \u0645\u0646 \u062e\u0644\u0627\u0644 \u062a\u062d\u062f\u064a\u062f \u0645\u0631\u0628\u0639\u0627\u062a \u0645\u062d\u064a\u0637\u0629 \u0628\u0627\u0644\u0646\u0628\u0627\u062a\u0627\u062a\u060c \u0645\u0645\u0627 \u0633\u0647\u0651\u0644 \u0627\u0644\u0645\u0631\u0627\u0642\u0628\u0629 \u0627\u0644\u062f\u0642\u064a\u0642\u0629 \u0644\u0635\u062d\u0629 \u0627\u0644\u0646\u0628\u0627\u062a.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-plant-production-prediction\">\u062a\u0648\u0642\u0639\u0627\u062a \u0625\u0646\u062a\u0627\u062c \u0627\u0644\u0646\u0628\u0627\u062a\u0627\u062a<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u0641\u064a \u0645\u062c\u0627\u0644 \u0627\u0644\u062a\u0646\u0628\u0624 \u0628\u0625\u0646\u062a\u0627\u062c \u0627\u0644\u0646\u0628\u0627\u062a\u0627\u062a\u060c \u0627\u0633\u062a\u0641\u0627\u062f\u062a \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0645\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0628\u064a\u0626\u064a\u0629 \u0645\u062b\u0644 \u0627\u0644\u0623\u062d\u0648\u0627\u0644 \u0627\u0644\u062c\u0648\u064a\u0629 \u0648\u062e\u0635\u0627\u0626\u0635 \u0627\u0644\u062a\u0631\u0628\u0629 \u0644\u0644\u062a\u0646\u0628\u0624 \u0628\u0645\u062d\u0627\u0635\u064a\u0644 \u0627\u0644\u0645\u062d\u0627\u0635\u064a\u0644. \u0648\u0642\u062f \u062a\u0645 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0627\u0646\u062d\u062f\u0627\u0631 \u0645\u062b\u0644 \u0646\u0645\u0648\u0630\u062c \u0627\u0644\u063a\u0627\u0628\u0629 \u0627\u0644\u0645\u0639\u0632\u0648\u0644\u0629\u060c \u0648\u0627\u0644\u0627\u0646\u062d\u062f\u0627\u0631 \u0627\u0644\u062e\u0637\u064a\u060c \u0648\u0627\u0646\u062d\u062f\u0627\u0631 \u0631\u064a\u062f\u062c.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0642\u0627\u0645\u062a \u0647\u0630\u0647 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0628\u062f\u0645\u062c \u0627\u0644\u0645\u064a\u0632\u0627\u062a \u0627\u0644\u0631\u0642\u0645\u064a\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u0631\u062c\u0629 \u0645\u0646 \u0645\u0646\u0627\u0637\u0642 \u0627\u0644\u0645\u0631\u0628\u0639 \u0627\u0644\u0645\u062d\u064a\u0637 \u062c\u0646\u0628\u064b\u0627 \u0625\u0644\u0649 \u062c\u0646\u0628 \u0645\u0639 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u0631\u0628\u0629 \u0644\u062a\u062d\u0633\u064a\u0646 \u062a\u0637\u0628\u064a\u0642 \u0627\u0644\u0623\u0633\u0645\u062f\u0629.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" width=\"810\" height=\"1076\" data-attachment-id=\"10632\" data-permalink=\"https:\/\/geopard.tech\/ar\/blog\/5g-enabled-real-time-learning-in-sustainable-farming-a-study-on-sugar-beet-production\/sugar-beet-on-test-field\/\" data-orig-file=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2024\/07\/Sugar-beet-on-test-field.png?fit=1542%2C2048&amp;ssl=1\" data-orig-size=\"1542,2048\" data-comments-opened=\"1\" data-image-title=\"Sugar beet on test field\" data-image-description=\"\" data-image-caption=\"\" data-large-file=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2024\/07\/Sugar-beet-on-test-field.png?fit=771%2C1024&amp;ssl=1\" src=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2024\/07\/Sugar-beet-on-test-field.png?resize=810%2C1076&#038;ssl=1\" alt=\"\u0628\u0646\u062c\u0631 \u0627\u0644\u0633\u0643\u0631 \u0641\u064a \u062d\u0642\u0644 \u062a\u062c\u0631\u064a\u0628\u064a\" class=\"wp-image-10632\" style=\"width:700px;height:auto\" srcset=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2024\/07\/Sugar-beet-on-test-field.png?w=1542&amp;ssl=1 1542w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2024\/07\/Sugar-beet-on-test-field.png?resize=226%2C300&amp;ssl=1 226w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2024\/07\/Sugar-beet-on-test-field.png?resize=771%2C1024&amp;ssl=1 771w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2024\/07\/Sugar-beet-on-test-field.png?resize=768%2C1020&amp;ssl=1 768w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2024\/07\/Sugar-beet-on-test-field.png?resize=1157%2C1536&amp;ssl=1 1157w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2024\/07\/Sugar-beet-on-test-field.png?resize=150%2C200&amp;ssl=1 150w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2024\/07\/Sugar-beet-on-test-field.png?resize=1200%2C1594&amp;ssl=1 1200w\" sizes=\"(max-width: 810px) 100vw, 810px\" \/><figcaption class=\"wp-element-caption\">\u0628\u0646\u062c\u0631 \u0627\u0644\u0633\u0643\u0631 \u0641\u064a \u062d\u0642\u0644 \u062a\u062c\u0631\u064a\u0628\u064a<\/figcaption><\/figure>\n<\/div>\n\n\n<h2 class=\"wp-block-heading\" id=\"h-model-deployment-considerations\">\u0627\u0639\u062a\u0628\u0627\u0631\u0627\u062a \u0646\u0634\u0631 \u0627\u0644\u0646\u0645\u0648\u0630\u062c<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u062a\u0645 \u062a\u0642\u064a\u064a\u0645 \u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0627\u062a \u0646\u0634\u0631 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0645\u0637\u0648\u0631\u0629 \u0644\u0643\u0644 \u0645\u0646 \u0627\u0644\u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u0637\u0631\u0641\u064a\u0629 \u0648\u0645\u0646\u0635\u0627\u062a \u0627\u0644\u062d\u0648\u0633\u0628\u0629 \u0627\u0644\u0633\u062d\u0627\u0628\u064a\u0629. \u0648\u0642\u062f \u0623\u0638\u0647\u0631 \u0646\u0634\u0631 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0639\u0644\u0649 \u0627\u0644\u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u0637\u0631\u0641\u064a\u0629 \u0645\u0632\u0627\u064a\u0627 \u0645\u062b\u0644 \u0627\u0646\u062e\u0641\u0627\u0636 \u0627\u0644\u062a\u0643\u0627\u0644\u064a\u0641 \u0648\u062a\u0642\u0644\u064a\u0644 \u0632\u0645\u0646 \u0627\u0644\u0627\u0633\u062a\u062c\u0627\u0628\u0629.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0645\u0639 \u0630\u0644\u0643\u060c \u0642\u062f \u064a\u0624\u062f\u064a \u0647\u0630\u0627 \u0627\u0644\u0646\u0647\u062c \u0625\u0644\u0649 \u0627\u0644\u062a\u0636\u062d\u064a\u0629 \u0628\u0627\u0644\u062f\u0642\u0629 \u0627\u0644\u0645\u062d\u062a\u0645\u0644\u0629 \u0628\u0633\u0628\u0628 \u0642\u064a\u0648\u062f \u0627\u0644\u0623\u062c\u0647\u0632\u0629. \u0645\u0646 \u062c\u0647\u0629 \u0623\u062e\u0631\u0649\u060c \u064a\u0648\u0641\u0631 \u0627\u0644\u0646\u0634\u0631 \u0627\u0644\u0633\u062d\u0627\u0628\u064a \u0623\u0648\u0642\u0627\u062a \u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u0623\u0633\u0631\u0639 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0648\u062d\u062f\u0627\u062a \u0645\u0639\u0627\u0644\u062c\u0629 \u0631\u0633\u0648\u0645\u064a\u0629 \u0639\u0627\u0644\u064a\u0629 \u0627\u0644\u0623\u062f\u0627\u0621\u060c \u0648\u0644\u0643\u0646\u0647 \u0642\u062f \u064a\u0646\u0637\u0648\u064a \u0639\u0644\u0649 \u062a\u0643\u0627\u0644\u064a\u0641 \u0625\u0636\u0627\u0641\u064a\u0629 \u0648\u064a\u0639\u062a\u0645\u062f \u0639\u0644\u0649 \u0627\u0644\u0627\u062a\u0635\u0627\u0644 \u0628\u0627\u0644\u0625\u0646\u062a\u0631\u0646\u062a\u060c \u0645\u0645\u0627 \u0642\u062f \u064a\u0624\u062f\u064a \u0625\u0644\u0649 \u062a\u0623\u062e\u064a\u0631 \u0641\u064a \u0627\u0644\u0627\u062a\u0635\u0627\u0644.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-comparative-analysis-with-5g-network\">\u062a\u062d\u0644\u064a\u0644 \u0645\u0642\u0627\u0631\u0646 \u0645\u0639 \u0634\u0628\u0643\u0629 \u0627\u0644\u062c\u064a\u0644 \u0627\u0644\u062e\u0627\u0645\u0633<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u0623\u0638\u0647\u0631\u062a \u062f\u0631\u0627\u0633\u0629 \u0645\u0642\u0627\u0631\u0646\u0629 \u0623\u0646 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0634\u0628\u0643\u0629 \u0627\u0644\u062c\u064a\u0644 \u0627\u0644\u062e\u0627\u0645\u0633 (5G) \u062d\u0633\u0651\u0646 \u0628\u0634\u0643\u0644 \u0645\u0644\u062d\u0648\u0638 \u0645\u0646 \u062a\u062c\u0632\u0626\u0629 \u062d\u0642\u0648\u0644 \u0628\u0646\u062c\u0631 \u0627\u0644\u0633\u0643\u0631 \u0645\u0642\u0627\u0631\u0646\u0629\u064b \u0628\u0625\u0639\u062f\u0627\u062f\u0627\u062a \u0627\u0644\u062c\u064a\u0644 \u0627\u0644\u0631\u0627\u0628\u0639 (4G) \u0648\u0627\u0644\u0648\u0627\u064a \u0641\u0627\u064a (WiFi) \u0627\u0644\u062a\u0642\u0644\u064a\u062f\u064a\u0629. \u0648\u0642\u062f \u062a\u062c\u0644\u0649 \u0647\u0630\u0627 \u0627\u0644\u062a\u062d\u0633\u0646 \u0641\u064a \u0627\u0646\u062e\u0641\u0627\u0636 \u0645\u062a\u0648\u0633\u0637 \u0623\u0648\u0642\u0627\u062a \u0627\u0644\u0625\u0639\u062f\u0627\u062f \u0648\u0627\u0644\u0634\u0628\u0643\u0629\u060c \u0645\u0645\u0627 \u064a\u064f\u0628\u0631\u0632 \u0627\u0644\u0645\u0643\u0627\u0633\u0628 \u0627\u0644\u0643\u0628\u064a\u0631\u0629 \u0641\u064a \u0627\u0644\u0643\u0641\u0627\u0621\u0629 \u0627\u0644\u062a\u064a \u062a\u062d\u0642\u0642\u062a \u0628\u0641\u0636\u0644 \u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u062c\u064a\u0644 \u0627\u0644\u062e\u0627\u0645\u0633.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0639\u0645\u0644\u064a\u0629 \u0625\u0639\u062f\u0627\u062f \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/strong><\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u062a\u0636\u0645\u0646\u062a \u0639\u0645\u0644\u064a\u0629 \u0625\u0639\u062f\u0627\u062f \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u062c\u0645\u0639 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0628\u064a\u0627\u0646\u0627\u062a \u0644\u0646\u0628\u0627\u062a\u0627\u062a \u0633\u0644\u064a\u0645\u0629 \u0648\u0645\u0631\u064a\u0636\u0629\u060c \u0648\u0627\u0644\u0643\u0634\u0641 \u0639\u0646 \u0627\u0644\u0623\u0639\u0634\u0627\u0628 \u0627\u0644\u0636\u0627\u0631\u0629\u060c \u0648\u062a\u062d\u062f\u064a\u062f \u0645\u0631\u0627\u062d\u0644 \u0627\u0644\u0646\u0645\u0648\u060c \u0648\u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0644\u0635\u0648\u0631 \u0645\u0646 \u0641\u064a\u062f\u064a\u0648 \u062e\u0627\u0645 \u0628\u062f\u0642\u0629 4K. \u0648\u0627\u0633\u062a\u064f\u062e\u062f\u0645\u062a \u062a\u0642\u0646\u064a\u0627\u062a \u0645\u062b\u0644 \u0645\u0639\u0627\u062f\u0644\u0629 \u0627\u0644\u0645\u062f\u0631\u062c \u0627\u0644\u062a\u0643\u0631\u0627\u0631\u064a\u060c \u0648\u062a\u0635\u0641\u064a\u0629 \u0627\u0644\u0635\u0648\u0631\u060c \u0648\u062a\u062d\u0648\u064a\u0644 \u0641\u0636\u0627\u0621 \u0623\u0644\u0648\u0627\u0646 HSV \u0644\u0625\u0639\u062f\u0627\u062f \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0644\u0644\u062a\u062d\u0644\u064a\u0644.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u062a\u0645 \u062c\u0645\u0639 \u0639\u064a\u0646\u0627\u062a \u0645\u0646 \u0623\u0648\u0631\u0627\u0642 \u0628\u0646\u062c\u0631 \u0627\u0644\u0633\u0643\u0631 \u0627\u0644\u0633\u0644\u064a\u0645\u0629 \u0648\u0639\u064a\u0646\u0627\u062a \u0645\u0635\u0627\u0628\u0629 \u0628\u0623\u0645\u0631\u0627\u0636\u060c \u0645\u062b\u0644 \u0623\u0648\u0631\u0627\u0642 \u0627\u0644\u0630\u0631\u0629 \u0627\u0644\u0645\u0635\u0627\u0628\u0629 \u0628\u0628\u0642\u0639\u0629 \u0627\u0644\u0623\u0648\u0631\u0627\u0642 \u0627\u0644\u0631\u0645\u0627\u062f\u064a\u0629. \u0648\u0634\u0645\u0644\u062a \u0639\u0645\u0644\u064a\u0629 \u0627\u0633\u062a\u062e\u0644\u0627\u0635 \u062e\u0635\u0627\u0626\u0635 \u0627\u0644\u0645\u0631\u0636 \u0641\u0635\u0644 \u0627\u0644\u0648\u0631\u0642\u0629 \u0639\u0646 \u0627\u0644\u062e\u0644\u0641\u064a\u0629\u060c \u0648\u062a\u063a\u064a\u064a\u0631 \u062d\u062c\u0645 \u0627\u0644\u0635\u0648\u0631\u060c \u0648\u062a\u062d\u0648\u064a\u0644\u0647\u0627\u060c \u0648\u062f\u0645\u062c\u0647\u0627 \u0644\u0625\u0646\u0634\u0627\u0621 \u0639\u064a\u0646\u0627\u062a \u0648\u0627\u0642\u0639\u064a\u0629 \u0644\u0644\u062a\u062d\u0644\u064a\u0644.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" width=\"810\" height=\"200\" data-attachment-id=\"10633\" data-permalink=\"https:\/\/geopard.tech\/ar\/blog\/5g-enabled-real-time-learning-in-sustainable-farming-a-study-on-sugar-beet-production\/annotation-process-for-segmentation\/\" data-orig-file=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2024\/07\/Annotation-process-for-segmentation.png?fit=2048%2C505&amp;ssl=1\" data-orig-size=\"2048,505\" data-comments-opened=\"1\" data-image-title=\"Annotation process for segmentation\" data-image-description=\"\" data-image-caption=\"&lt;p&gt;Caption 3&lt;\/p&gt;\" data-large-file=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2024\/07\/Annotation-process-for-segmentation.png?fit=1024%2C253&amp;ssl=1\" src=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2024\/07\/Annotation-process-for-segmentation.png?resize=810%2C200&#038;ssl=1\" alt=\"\u0639\u0645\u0644\u064a\u0629 \u0625\u0636\u0627\u0641\u0629 \u0627\u0644\u062a\u0639\u0644\u064a\u0642\u0627\u062a \u0627\u0644\u062a\u0648\u0636\u064a\u062d\u064a\u0629 \u0644\u0644\u062a\u062c\u0632\u0626\u0629\" class=\"wp-image-10633\" srcset=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2024\/07\/Annotation-process-for-segmentation.png?w=2048&amp;ssl=1 2048w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2024\/07\/Annotation-process-for-segmentation.png?resize=300%2C74&amp;ssl=1 300w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2024\/07\/Annotation-process-for-segmentation.png?resize=1024%2C253&amp;ssl=1 1024w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2024\/07\/Annotation-process-for-segmentation.png?resize=768%2C189&amp;ssl=1 768w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2024\/07\/Annotation-process-for-segmentation.png?resize=1536%2C379&amp;ssl=1 1536w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2024\/07\/Annotation-process-for-segmentation.png?resize=1200%2C296&amp;ssl=1 1200w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2024\/07\/Annotation-process-for-segmentation.png?w=1620&amp;ssl=1 1620w\" sizes=\"(max-width: 810px) 100vw, 810px\" \/><figcaption class=\"wp-element-caption\">\u0639\u0645\u0644\u064a\u0629 \u0625\u0636\u0627\u0641\u0629 \u0627\u0644\u062a\u0639\u0644\u064a\u0642\u0627\u062a \u0627\u0644\u062a\u0648\u0636\u064a\u062d\u064a\u0629 \u0644\u0644\u062a\u062c\u0632\u0626\u0629<\/figcaption><\/figure>\n<\/div>\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u062d\u0644\u0642\u0629 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0646\u0634\u0637<\/strong><\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u062a\u0645 \u0625\u0637\u0644\u0627\u0642 \u062d\u0644\u0642\u0629 \u062a\u0639\u0644\u0645 \u0646\u0634\u0637\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0628\u064a\u0627\u0646\u0627\u062a \u063a\u064a\u0631 \u0645\u0635\u0646\u0641\u0629\u060c \u0627\u0633\u062a\u064f\u062e\u062f\u0645\u062a \u0644\u062a\u062f\u0631\u064a\u0628 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0643\u0634\u0641. \u0648\u0642\u062f \u0648\u0644\u0651\u062f\u062a \u0647\u0630\u0647 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0633\u062a\u0639\u0644\u0627\u0645\u0627\u062a \u062a\u0635\u0646\u064a\u0641\u064a\u0629 \u0642\u0627\u0645 \u0628\u0645\u0639\u0627\u0644\u062c\u062a\u0647\u0627 \u0645\u064f\u0635\u0646\u0651\u0641\u0648\u0646 \u0628\u0634\u0631\u064a\u0648\u0646\u060c \u0645\u0645\u0627 \u0623\u062f\u0649 \u0625\u0644\u0649 \u062a\u062d\u0633\u064a\u0646 \u062f\u0642\u0629 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0628\u0627\u0633\u062a\u0645\u0631\u0627\u0631 \u0645\u0646 \u062e\u0644\u0627\u0644 \u062f\u0648\u0631\u0627\u062a \u0627\u0644\u062a\u062f\u0631\u064a\u0628 \u0648\u0627\u0644\u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0645\u062a\u0643\u0631\u0631\u0629.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0634\u0631\u062d \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0639\u0628\u0631 \u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0623\u0633\u0627\u0633 \u0645\u062a\u0639\u062f\u062f \u0627\u0644\u0648\u0633\u0627\u0626\u0637<\/strong><\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u0641\u064a \u0645\u0648\u0627\u062c\u0647\u0629 \u062a\u062d\u062f\u064a \u0645\u062d\u062f\u0648\u062f\u064a\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0635\u0646\u0641\u0629\u060c \u0627\u0639\u062a\u0645\u062f \u0627\u0644\u0645\u0634\u0631\u0648\u0639 \u0639\u0644\u0649 \u0646\u0645\u0627\u0630\u062c \u0623\u0633\u0627\u0633\u064a\u0629 \u0642\u0648\u064a\u0629 \u0644\u062a\u0648\u0644\u064a\u062f \u0628\u064a\u0627\u0646\u0627\u062a \u0645\u0631\u062c\u0639\u064a\u0629 \u062f\u0642\u064a\u0642\u0629. \u0648\u0645\u0646 \u0627\u0644\u062c\u062f\u064a\u0631 \u0628\u0627\u0644\u0630\u0643\u0631 \u0623\u0646 \u0646\u0645\u0648\u0630\u062c CLIP\u060c \u0648\u0647\u0648 \u0646\u0645\u0648\u0630\u062c \u0642\u0627\u0626\u0645 \u0639\u0644\u0649 \u0627\u0644\u0645\u062d\u0648\u0644\u0627\u062a \u0637\u0648\u0631\u062a\u0647 \u0634\u0631\u0643\u0629 OpenAI\u060c \u0648\u062a\u0645 \u062a\u062f\u0631\u064a\u0628\u0647 \u0639\u0644\u0649 \u0645\u062c\u0645\u0648\u0639\u0629 \u0628\u064a\u0627\u0646\u0627\u062a \u0636\u062e\u0645\u0629 \u062a\u0636\u0645 \u0623\u0643\u062b\u0631 \u0645\u0646 400 \u0645\u0644\u064a\u0648\u0646 \u0632\u0648\u062c \u0645\u0646 \u0627\u0644\u0635\u0648\u0631 \u0648\u0627\u0644\u0646\u0635\u0648\u0635\u060c \u0644\u0639\u0628 \u062f\u0648\u0631\u064b\u0627 \u0645\u062d\u0648\u0631\u064a\u064b\u0627.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0645\u062d\u0648\u0644\u0627\u062a \u0627\u0644\u0631\u0624\u064a\u0629 \u0643\u0639\u0645\u0648\u062f \u0641\u0642\u0631\u064a \u0644\u0647\u0627\u060c \u062d\u0642\u0642\u062a CLIP \u062f\u0642\u0629 \u0645\u0644\u062d\u0648\u0638\u0629 \u0628\u0644\u063a\u062a 95% \u0639\u0644\u0649 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0627\u0644\u062a\u062d\u0642\u0642\u060c \u062d\u064a\u062b \u0642\u0627\u0645\u062a \u0628\u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0635\u0648\u0631 \u0628\u0643\u0641\u0627\u0621\u0629 \u0625\u0644\u0649 \u0641\u0626\u0627\u062a \u0645\u062a\u0645\u064a\u0632\u0629 \u0645\u062b\u0644 \u0628\u0646\u062c\u0631 \u0627\u0644\u0633\u0643\u0631 \u0648\u0627\u0644\u0623\u0639\u0634\u0627\u0628 \u0627\u0644\u0636\u0627\u0631\u0629 \u0628\u062f\u0642\u0629 \u0639\u0627\u0644\u064a\u0629.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u0637\u0627\u0626\u0631\u0627\u062a \u0628\u062f\u0648\u0646 \u0637\u064a\u0627\u0631 \u0644\u062c\u0645\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/strong><\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u0645\u0646 \u0628\u064a\u0646 \u0627\u0644\u062a\u0642\u0646\u064a\u0627\u062a \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u0629 \u0641\u064a \u0627\u0644\u0645\u0634\u0631\u0648\u0639 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0637\u0627\u0626\u0631\u0627\u062a \u0628\u062f\u0648\u0646 \u0637\u064a\u0627\u0631 \u0645\u0632\u0648\u062f\u0629 \u0628\u0643\u0627\u0645\u064a\u0631\u0627\u062a RGB \u0642\u0627\u062f\u0631\u0629 \u0639\u0644\u0649 \u0627\u0644\u062a\u0642\u0627\u0637 \u0641\u064a\u062f\u064a\u0648 \u0628\u062f\u0642\u0629 4K. \u0648\u0642\u062f \u0648\u0641\u0631\u062a \u0647\u0630\u0647 \u0627\u0644\u0637\u0627\u0626\u0631\u0627\u062a \u0635\u0648\u0631\u064b\u0627 \u062a\u0641\u0635\u064a\u0644\u064a\u0629 (\u0628\u062f\u0642\u0629 3840\u00d72160) \u0644\u062a\u062d\u0644\u064a\u0644\u0647\u0627.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0623\u062f\u062a \u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0645\u0633\u0628\u0642\u0629 \u0644\u0647\u0630\u0647 \u0627\u0644\u0635\u0648\u0631 \u0625\u0644\u0649 \u062a\u0639\u0632\u064a\u0632 \u062f\u0642\u0629 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0628\u0634\u0643\u0644 \u0643\u0628\u064a\u0631\u060c \u0645\u0639 \u0645\u0644\u0627\u062d\u0638\u0629 \u062a\u062d\u0633\u064a\u0646\u0627\u062a \u0645\u0644\u062d\u0648\u0638\u0629 \u0641\u064a \u0646\u0645\u0627\u0630\u062c \u0645\u062b\u0644 VGGNet (+38.52%) \u0648 ResNet50 (+21.14%) \u0648 DenseNet121 (+7.53%) \u0648 MobileNet (+6.6%).<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u062a\u0645 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u062a\u0642\u0646\u064a\u0627\u062a \u0645\u062b\u0644 \u0645\u0639\u0627\u062f\u0644\u0629 \u0627\u0644\u0647\u064a\u0633\u062a\u0648\u063a\u0631\u0627\u0645 \u0644\u062a\u062d\u0633\u064a\u0646 \u062a\u0628\u0627\u064a\u0646 \u0627\u0644\u0635\u0648\u0631\u0629\u060c \u0628\u064a\u0646\u0645\u0627 \u0633\u0627\u0639\u062f \u0627\u0644\u062a\u062d\u0648\u064a\u0644 \u0625\u0644\u0649 \u0645\u0633\u0627\u062d\u0629 \u0623\u0644\u0648\u0627\u0646 HSV \u0641\u064a \u0627\u0644\u062a\u0623\u0643\u064a\u062f \u0639\u0644\u0649 \u0645\u0646\u0627\u0637\u0642 \u0627\u0644\u0646\u0628\u0627\u062a\u0627\u062a \u0648\u0625\u0628\u0631\u0627\u0632 \u0627\u0644\u0645\u064a\u0632\u0627\u062a \u0630\u0627\u062a \u0627\u0644\u0635\u0644\u0629.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u062a\u0648\u0644\u064a\u062f \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u0629<\/strong><\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u062a\u062d\u062f\u064a \u0645\u062d\u062f\u0648\u062f\u064a\u0629 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0635\u0648\u0631\u060c \u062a\u0645 \u062a\u0648\u0644\u064a\u062f \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0635\u0637\u0646\u0627\u0639\u064a\u0629 \u0639\u0628\u0631 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0648\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a. \u062a\u0645 \u062c\u0645\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0637\u0627\u0626\u0631\u0627\u062a \u0628\u062f\u0648\u0646 \u0637\u064a\u0627\u0631 \u062a\u062d\u0644\u0642 \u0639\u0644\u0649 \u0627\u0631\u062a\u0641\u0627\u0639\u0627\u062a \u062a\u062a\u0631\u0627\u0648\u062d \u0628\u064a\u0646 \u0645\u062a\u0631 \u0648\u0627\u062d\u062f \u0648\u0623\u0631\u0628\u0639\u0629 \u0623\u0645\u062a\u0627\u0631 \u0648\u0628\u0633\u0631\u0639\u0627\u062a \u062a\u0628\u0644\u063a \u0645\u062a\u0631\u064a\u0646 \u0641\u064a \u0627\u0644\u062b\u0627\u0646\u064a\u0629 \u0623\u0648 \u0623\u0643\u062b\u0631\u060c \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0643\u0627\u0645\u064a\u0631\u0627\u062a RGB.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" width=\"810\" height=\"610\" data-attachment-id=\"10634\" data-permalink=\"https:\/\/geopard.tech\/ar\/blog\/5g-enabled-real-time-learning-in-sustainable-farming-a-study-on-sugar-beet-production\/emulation-environment\/\" data-orig-file=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2024\/07\/Emulation-environment.png?fit=2048%2C1542&amp;ssl=1\" data-orig-size=\"2048,1542\" data-comments-opened=\"1\" data-image-title=\"Emulation environment\" data-image-description=\"\" data-image-caption=\"\" data-large-file=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2024\/07\/Emulation-environment.png?fit=1024%2C771&amp;ssl=1\" src=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2024\/07\/Emulation-environment.png?resize=810%2C610&#038;ssl=1\" alt=\"\u0628\u064a\u0626\u0629 \u0627\u0644\u0645\u062d\u0627\u0643\u0627\u0629\" class=\"wp-image-10634\" style=\"width:646px;height:auto\" srcset=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2024\/07\/Emulation-environment.png?w=2048&amp;ssl=1 2048w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2024\/07\/Emulation-environment.png?resize=300%2C226&amp;ssl=1 300w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2024\/07\/Emulation-environment.png?resize=1024%2C771&amp;ssl=1 1024w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2024\/07\/Emulation-environment.png?resize=768%2C578&amp;ssl=1 768w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2024\/07\/Emulation-environment.png?resize=1536%2C1157&amp;ssl=1 1536w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2024\/07\/Emulation-environment.png?resize=400%2C300&amp;ssl=1 400w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2024\/07\/Emulation-environment.png?resize=200%2C150&amp;ssl=1 200w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2024\/07\/Emulation-environment.png?resize=1200%2C904&amp;ssl=1 1200w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2024\/07\/Emulation-environment.png?w=1620&amp;ssl=1 1620w\" sizes=\"(max-width: 810px) 100vw, 810px\" \/><figcaption class=\"wp-element-caption\">\u0628\u064a\u0626\u0629 \u0627\u0644\u0645\u062d\u0627\u0643\u0627\u0629<\/figcaption><\/figure>\n<\/div>\n\n\n<p class=\"wp-block-paragraph\">\u0627\u0633\u062a\u064f\u062e\u062f\u0645\u062a \u0645\u0631\u0643\u0628\u0627\u062a \u0623\u062e\u0631\u0649\u060c \u0645\u062b\u0644 \u0627\u0644\u062c\u0631\u0627\u0631\u0627\u062a\u060c \u0644\u062c\u0645\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a. \u0648\u0642\u062f \u0623\u062b\u0628\u062a \u062a\u0648\u0644\u064a\u062f \u0647\u0630\u0647 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u0629 \u0641\u0627\u0626\u062f\u062a\u0647 \u0628\u0634\u0643\u0644 \u062e\u0627\u0635 \u0641\u064a \u0627\u0644\u0643\u0634\u0641 \u0639\u0646 \u0623\u0645\u0631\u0627\u0636 \u0628\u0646\u062c\u0631 \u0627\u0644\u0633\u0643\u0631.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-conclusion\">\u0627\u0644\u062e\u0627\u062a\u0645\u0629<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u0623\u062b\u0628\u062a \u0645\u0634\u0631\u0648\u0639 &quot;\u0634\u0628\u0643\u0627\u062a \u0627\u0644\u062c\u064a\u0644 \u0627\u0644\u062e\u0627\u0645\u0633 \u0643\u0639\u0627\u0645\u0644 \u062a\u0645\u0643\u064a\u0646 \u0644\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0641\u0648\u0631\u064a \u0641\u064a \u0627\u0644\u0632\u0631\u0627\u0639\u0629 \u0627\u0644\u0645\u0633\u062a\u062f\u0627\u0645\u0629&quot; \u0628\u0646\u062c\u0627\u062d \u0643\u064a\u0641 \u064a\u0645\u0643\u0646 \u0644\u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u062c\u064a\u0644 \u0627\u0644\u062e\u0627\u0645\u0633 \u0623\u0646 \u062a\u0639\u0632\u0632 \u0627\u0644\u062c\u0648\u0627\u0646\u0628 \u0627\u0644\u0628\u064a\u0626\u064a\u0629 \u0648\u0627\u0644\u0627\u0642\u062a\u0635\u0627\u062f\u064a\u0629 \u0648\u0627\u0644\u0645\u0633\u062a\u062f\u0627\u0645\u0629 \u0644\u0632\u0631\u0627\u0639\u0629 \u0628\u0646\u062c\u0631 \u0627\u0644\u0633\u0643\u0631. \u0648\u0645\u0646 \u062e\u0644\u0627\u0644 \u0627\u0644\u062a\u0639\u0627\u0648\u0646 \u0645\u0639 \u0645\u062e\u062a\u0628\u0631 HSHL \u0648\u0634\u0631\u0643\u0629 Pfeifer &amp; Langen\u060c \u062f\u0645\u062c \u0627\u0644\u0645\u0634\u0631\u0648\u0639 \u062c\u0645\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0641\u0639\u0644\u064a \u0648\u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0645\u062f\u0639\u0648\u0645 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u060c \u0645\u0645\u0627 \u0623\u062f\u0649 \u0625\u0644\u0649 \u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0643\u0641\u0627\u0621\u0629 \u0648\u062a\u0642\u0644\u064a\u0644 \u0627\u0644\u0632\u064a\u0627\u0631\u0627\u062a \u0627\u0644\u0645\u064a\u062f\u0627\u0646\u064a\u0629 \u063a\u064a\u0631 \u0627\u0644\u0636\u0631\u0648\u0631\u064a\u0629. <\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0623\u062a\u0627\u062d\u062a \u0634\u0628\u0643\u0629 \u0627\u0644\u062c\u064a\u0644 \u0627\u0644\u062e\u0627\u0645\u0633 \u0627\u0644\u0645\u062e\u0635\u0635\u0629 \u0644\u0644\u062d\u0631\u0645 \u0627\u0644\u062c\u0627\u0645\u0639\u064a \u0627\u0633\u062a\u062e\u062f\u0627\u0645\u064b\u0627 \u062f\u0642\u064a\u0642\u064b\u0627 \u0644\u0644\u0623\u0633\u0645\u062f\u0629 \u0648\u0645\u0646\u062a\u062c\u0627\u062a \u062d\u0645\u0627\u064a\u0629 \u0627\u0644\u0645\u062d\u0627\u0635\u064a\u0644. \u0648\u0642\u062f \u0644\u0639\u0628\u062a \u0634\u0631\u0643\u0629 \u062c\u064a\u0648\u0628\u0627\u0631\u062f \u0627\u0644\u0632\u0631\u0627\u0639\u064a\u0629 \u062f\u0648\u0631\u064b\u0627 \u0645\u062d\u0648\u0631\u064a\u064b\u0627 \u0641\u064a \u062a\u0637\u0648\u064a\u0631 \u0633\u064a\u0646\u0627\u0631\u064a\u0648\u0647\u0627\u062a \u0631\u0635\u062f \u0627\u0644\u0646\u0628\u0627\u062a\u0627\u062a \u0648\u0645\u0631\u0627\u0642\u0628\u062a\u0647\u0627\u060c \u0648\u0625\u0646\u0634\u0627\u0621 \u0646\u0645\u0648\u0630\u062c \u0623\u0648\u0644\u064a \u0644\u0646\u0638\u0627\u0645 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0644\u0628\u064a\u0626\u0629 \u0627\u0644\u062c\u064a\u0644 \u0627\u0644\u062e\u0627\u0645\u0633 \u0627\u0644\u0632\u0631\u0627\u0639\u064a\u0629. \u0648\u0623\u0643\u062f \u0646\u062c\u0627\u062d \u0627\u0644\u0645\u0634\u0631\u0648\u0639 \u0639\u0644\u0649 \u0623\u0647\u0645\u064a\u0629 \u0627\u0644\u062a\u0642\u0646\u064a\u0627\u062a \u0627\u0644\u0645\u062a\u0642\u062f\u0645\u0629 \u0641\u064a \u0627\u0644\u0632\u0631\u0627\u0639\u0629 \u0627\u0644\u0645\u0633\u062a\u062f\u0627\u0645\u0629\u060c \u0645\u064f\u0628\u0631\u0632\u064b\u0627 \u0625\u0645\u0643\u0627\u0646\u0627\u062a \u0627\u0644\u062c\u064a\u0644 \u0627\u0644\u062e\u0627\u0645\u0633 \u0641\u064a \u062f\u0641\u0639 \u0639\u062c\u0644\u0629 \u0627\u0644\u0627\u0628\u062a\u0643\u0627\u0631 \u0648\u0631\u0641\u0639 \u0627\u0644\u0643\u0641\u0627\u0621\u0629. <\/p>","protected":false},"excerpt":{"rendered":"<p>\u064a\u0633\u0631\u0646\u0627 \u0623\u0646 \u0646\u0639\u0644\u0646 \u0639\u0646 \u0627\u0644\u0625\u0646\u062c\u0627\u0632 \u0627\u0644\u0646\u0627\u062c\u062d \u0644\u0645\u0634\u0631\u0648\u0639 &quot;\u0634\u0628\u0643\u0627\u062a \u0627\u0644\u062c\u064a\u0644 \u0627\u0644\u062e\u0627\u0645\u0633 \u0643\u0639\u0627\u0645\u0644 \u062a\u0645\u0643\u064a\u0646 \u0644\u0644\u062a\u0639\u0644\u0645 \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0641\u0639\u0644\u064a \u0641\u064a \u0627\u0644\u0632\u0631\u0627\u0639\u0629 \u0627\u0644\u0645\u0633\u062a\u062f\u0627\u0645\u0629&quot;\u060c \u0628\u062f\u0639\u0645 \u062c\u0632\u0626\u064a \u0645\u0646...<\/p>","protected":false},"author":210157960,"featured_media":10639,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_coblocks_attr":"","_coblocks_dimensions":"","_coblocks_responsive_height":"","_coblocks_accordion_ie_support":"","_eb_attr":"","content-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","enabled":false},"version":2},"_wpas_customize_per_network":false,"jetpack_post_was_ever_published":false},"categories":[1657,1367],"tags":[],"class_list":["post-10617","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-precision-farming","category-use-cases"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.8 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>5G-Enabled Real-time Learning in Sustainable Farming: A Study on Sugar Beet - GeoPard<\/title>\n<meta name=\"description\" content=\"Successful completion of &quot;5G Networks as an Enabler for Real-time Learning in Sustainable Farming&quot; project, supported by State of North Rhine-Westphalia.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/geopard.tech\/ar\/\u0645\u062f\u0648\u0646\u0629\/\u062a\u0642\u0646\u064a\u0629-\u0627\u0644\u062c\u064a\u0644-\u0627\u0644\u062e\u0627\u0645\u0633-\u0645\u0643\u0651\u0646\u062a-\u0627\u0644\u062a\u0639\u0644\u0645-\u0641\u064a-\u0627\u0644\u0648\/\" \/>\n<meta property=\"og:locale\" content=\"ar_AR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"5G-Enabled Real-time Learning in Sustainable Farming: A Study on Sugar Beet - GeoPard\" \/>\n<meta property=\"og:description\" content=\"Successful completion of &quot;5G Networks as an Enabler for Real-time Learning in Sustainable Farming&quot; project, supported by State of North Rhine-Westphalia.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/geopard.tech\/ar\/\u0645\u062f\u0648\u0646\u0629\/\u062a\u0642\u0646\u064a\u0629-\u0627\u0644\u062c\u064a\u0644-\u0627\u0644\u062e\u0627\u0645\u0633-\u0645\u0643\u0651\u0646\u062a-\u0627\u0644\u062a\u0639\u0644\u0645-\u0641\u064a-\u0627\u0644\u0648\/\" \/>\n<meta property=\"og:site_name\" content=\"GeoPard - Precision agriculture Mapping software\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/geopardAgriculture\/\" \/>\n<meta property=\"article:published_time\" content=\"2024-07-13T18:50:45+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-07-13T18:50:51+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/geopard.tech\/wp-content\/uploads\/2024\/07\/5G-Enabled-Real-time-Learning-in-Sustainable-Farming-A-Study-on-Sugar-Beet-1024x576.png\" \/>\n\t<meta property=\"og:image:width\" content=\"1024\" \/>\n\t<meta property=\"og:image:height\" content=\"576\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"dementievgeopard\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@geopardagri\" \/>\n<meta name=\"twitter:site\" content=\"@geopardagri\" \/>\n<meta name=\"twitter:label1\" content=\"\u0643\u064f\u062a\u0628 \u0628\u0648\u0627\u0633\u0637\u0629\" \/>\n\t<meta name=\"twitter:data1\" content=\"dementievgeopard\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u0648\u0642\u062a \u0627\u0644\u0642\u0631\u0627\u0621\u0629 \u0627\u0644\u0645\u064f\u0642\u062f\u0651\u0631\" \/>\n\t<meta name=\"twitter:data2\" content=\"11 \u062f\u0642\u064a\u0642\u0629\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/geopard.tech\\\/blog\\\/5g-enabled-real-time-learning-in-sustainable-farming-a-study-on-sugar-beet-production\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/geopard.tech\\\/blog\\\/5g-enabled-real-time-learning-in-sustainable-farming-a-study-on-sugar-beet-production\\\/\"},\"author\":{\"name\":\"dementievgeopard\",\"@id\":\"https:\\\/\\\/geopard.tech\\\/#\\\/schema\\\/person\\\/dd217733c742620adc57befbbcd84a8a\"},\"headline\":\"5G-Enabled Real-time Learning in Sustainable Farming: A Study on Sugar Beet\",\"datePublished\":\"2024-07-13T18:50:45+00:00\",\"dateModified\":\"2024-07-13T18:50:51+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/geopard.tech\\\/blog\\\/5g-enabled-real-time-learning-in-sustainable-farming-a-study-on-sugar-beet-production\\\/\"},\"wordCount\":2143,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\\\/\\\/geopard.tech\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/geopard.tech\\\/blog\\\/5g-enabled-real-time-learning-in-sustainable-farming-a-study-on-sugar-beet-production\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/i0.wp.com\\\/geopard.tech\\\/wp-content\\\/uploads\\\/2024\\\/07\\\/5G-Enabled-Real-time-Learning-in-Sustainable-Farming-A-Study-on-Sugar-Beet.png?fit=1920%2C1080&ssl=1\",\"articleSection\":[\"Precision Farming\",\"Use-cases\"],\"inLanguage\":\"ar\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\\\/\\\/geopard.tech\\\/blog\\\/5g-enabled-real-time-learning-in-sustainable-farming-a-study-on-sugar-beet-production\\\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/geopard.tech\\\/blog\\\/5g-enabled-real-time-learning-in-sustainable-farming-a-study-on-sugar-beet-production\\\/\",\"url\":\"https:\\\/\\\/geopard.tech\\\/blog\\\/5g-enabled-real-time-learning-in-sustainable-farming-a-study-on-sugar-beet-production\\\/\",\"name\":\"5G-Enabled Real-time Learning in Sustainable Farming: A Study on Sugar Beet - GeoPard\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/geopard.tech\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/geopard.tech\\\/blog\\\/5g-enabled-real-time-learning-in-sustainable-farming-a-study-on-sugar-beet-production\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/geopard.tech\\\/blog\\\/5g-enabled-real-time-learning-in-sustainable-farming-a-study-on-sugar-beet-production\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/i0.wp.com\\\/geopard.tech\\\/wp-content\\\/uploads\\\/2024\\\/07\\\/5G-Enabled-Real-time-Learning-in-Sustainable-Farming-A-Study-on-Sugar-Beet.png?fit=1920%2C1080&ssl=1\",\"datePublished\":\"2024-07-13T18:50:45+00:00\",\"dateModified\":\"2024-07-13T18:50:51+00:00\",\"description\":\"Successful completion of \\\"5G Networks as an Enabler for Real-time Learning in Sustainable Farming\\\" project, supported by State of North Rhine-Westphalia.\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/geopard.tech\\\/blog\\\/5g-enabled-real-time-learning-in-sustainable-farming-a-study-on-sugar-beet-production\\\/#breadcrumb\"},\"inLanguage\":\"ar\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/geopard.tech\\\/blog\\\/5g-enabled-real-time-learning-in-sustainable-farming-a-study-on-sugar-beet-production\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"ar\",\"@id\":\"https:\\\/\\\/geopard.tech\\\/blog\\\/5g-enabled-real-time-learning-in-sustainable-farming-a-study-on-sugar-beet-production\\\/#primaryimage\",\"url\":\"https:\\\/\\\/i0.wp.com\\\/geopard.tech\\\/wp-content\\\/uploads\\\/2024\\\/07\\\/5G-Enabled-Real-time-Learning-in-Sustainable-Farming-A-Study-on-Sugar-Beet.png?fit=1920%2C1080&ssl=1\",\"contentUrl\":\"https:\\\/\\\/i0.wp.com\\\/geopard.tech\\\/wp-content\\\/uploads\\\/2024\\\/07\\\/5G-Enabled-Real-time-Learning-in-Sustainable-Farming-A-Study-on-Sugar-Beet.png?fit=1920%2C1080&ssl=1\",\"width\":1920,\"height\":1080,\"caption\":\"Caption 2\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/geopard.tech\\\/blog\\\/5g-enabled-real-time-learning-in-sustainable-farming-a-study-on-sugar-beet-production\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/geopard.tech\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"5G-Enabled Real-time Learning in Sustainable Farming: A Study on Sugar Beet\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/geopard.tech\\\/#website\",\"url\":\"https:\\\/\\\/geopard.tech\\\/\",\"name\":\"GeoPard - Precision agriculture software\",\"description\":\"Precision agriculture Mapping software\",\"publisher\":{\"@id\":\"https:\\\/\\\/geopard.tech\\\/#organization\"},\"alternateName\":\"GeoPard\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/geopard.tech\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"ar\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/geopard.tech\\\/#organization\",\"name\":\"GeoPard Agriculture\",\"alternateName\":\"GeoPard\",\"url\":\"https:\\\/\\\/geopard.tech\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"ar\",\"@id\":\"https:\\\/\\\/geopard.tech\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/i0.wp.com\\\/geopard.tech\\\/wp-content\\\/uploads\\\/2026\\\/07\\\/geopard_logo_transparentbackground.png?fit=512%2C68&ssl=1\",\"contentUrl\":\"https:\\\/\\\/i0.wp.com\\\/geopard.tech\\\/wp-content\\\/uploads\\\/2026\\\/07\\\/geopard_logo_transparentbackground.png?fit=512%2C68&ssl=1\",\"width\":512,\"height\":68,\"caption\":\"GeoPard Agriculture\"},\"image\":{\"@id\":\"https:\\\/\\\/geopard.tech\\\/#\\\/schema\\\/logo\\\/image\\\/\"},\"sameAs\":[\"https:\\\/\\\/www.facebook.com\\\/geopardAgriculture\\\/\",\"https:\\\/\\\/x.com\\\/geopardagri\",\"https:\\\/\\\/www.linkedin.com\\\/company\\\/geopard-agriculture\\\/\",\"https:\\\/\\\/www.instagram.com\\\/geopardagriculture\\\/\",\"https:\\\/\\\/www.youtube.com\\\/channel\\\/UCiaPGLAhRPNh-s85dXdC-Sw\",\"https:\\\/\\\/www.g2.com\\\/products\\\/geopard-agriculture-precision-farming-software\\\/reviews\"]},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/geopard.tech\\\/#\\\/schema\\\/person\\\/dd217733c742620adc57befbbcd84a8a\",\"name\":\"dementievgeopard\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"ar\",\"@id\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/7c09adac9c20b00454199df5a41ea67c812a6c97e948bf109899836ddde31354?s=96&d=identicon&r=g\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/7c09adac9c20b00454199df5a41ea67c812a6c97e948bf109899836ddde31354?s=96&d=identicon&r=g\",\"contentUrl\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/7c09adac9c20b00454199df5a41ea67c812a6c97e948bf109899836ddde31354?s=96&d=identicon&r=g\",\"caption\":\"dementievgeopard\"}}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0641\u0648\u0631\u064a \u0627\u0644\u0645\u062f\u0639\u0648\u0645 \u0628\u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u062c\u064a\u0644 \u0627\u0644\u062e\u0627\u0645\u0633 \u0641\u064a \u0627\u0644\u0632\u0631\u0627\u0639\u0629 \u0627\u0644\u0645\u0633\u062a\u062f\u0627\u0645\u0629: \u062f\u0631\u0627\u0633\u0629 \u0639\u0644\u0649 \u0628\u0646\u062c\u0631 \u0627\u0644\u0633\u0643\u0631 - GeoPard","description":"\u0625\u0646\u062c\u0627\u0632 \u0645\u0634\u0631\u0648\u0639 &quot;\u0634\u0628\u0643\u0627\u062a \u0627\u0644\u062c\u064a\u0644 \u0627\u0644\u062e\u0627\u0645\u0633 \u0643\u0639\u0627\u0645\u0644 \u062a\u0645\u0643\u064a\u0646 \u0644\u0644\u062a\u0639\u0644\u0645 \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u062d\u0642\u064a\u0642\u064a \u0641\u064a \u0627\u0644\u0632\u0631\u0627\u0639\u0629 \u0627\u0644\u0645\u0633\u062a\u062f\u0627\u0645\u0629&quot; \u0628\u0646\u062c\u0627\u062d\u060c \u0628\u062f\u0639\u0645 \u0645\u0646 \u0648\u0644\u0627\u064a\u0629 \u0634\u0645\u0627\u0644 \u0627\u0644\u0631\u0627\u064a\u0646 \u0648\u0633\u062a\u0641\u0627\u0644\u064a\u0627.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/geopard.tech\/ar\/\u0645\u062f\u0648\u0646\u0629\/\u062a\u0642\u0646\u064a\u0629-\u0627\u0644\u062c\u064a\u0644-\u0627\u0644\u062e\u0627\u0645\u0633-\u0645\u0643\u0651\u0646\u062a-\u0627\u0644\u062a\u0639\u0644\u0645-\u0641\u064a-\u0627\u0644\u0648\/","og_locale":"ar_AR","og_type":"article","og_title":"5G-Enabled Real-time Learning in Sustainable Farming: A Study on Sugar Beet - GeoPard","og_description":"Successful completion of \"5G Networks as an Enabler for Real-time Learning in Sustainable Farming\" project, supported by State of North Rhine-Westphalia.","og_url":"https:\/\/geopard.tech\/ar\/\u0645\u062f\u0648\u0646\u0629\/\u062a\u0642\u0646\u064a\u0629-\u0627\u0644\u062c\u064a\u0644-\u0627\u0644\u062e\u0627\u0645\u0633-\u0645\u0643\u0651\u0646\u062a-\u0627\u0644\u062a\u0639\u0644\u0645-\u0641\u064a-\u0627\u0644\u0648\/","og_site_name":"GeoPard - Precision agriculture Mapping software","article_publisher":"https:\/\/www.facebook.com\/geopardAgriculture\/","article_published_time":"2024-07-13T18:50:45+00:00","article_modified_time":"2024-07-13T18:50:51+00:00","og_image":[{"width":1024,"height":576,"url":"https:\/\/geopard.tech\/wp-content\/uploads\/2024\/07\/5G-Enabled-Real-time-Learning-in-Sustainable-Farming-A-Study-on-Sugar-Beet-1024x576.png","type":"image\/png"}],"author":"dementievgeopard","twitter_card":"summary_large_image","twitter_creator":"@geopardagri","twitter_site":"@geopardagri","twitter_misc":{"\u0643\u064f\u062a\u0628 \u0628\u0648\u0627\u0633\u0637\u0629":"dementievgeopard","\u0648\u0642\u062a \u0627\u0644\u0642\u0631\u0627\u0621\u0629 \u0627\u0644\u0645\u064f\u0642\u062f\u0651\u0631":"11 \u062f\u0642\u064a\u0642\u0629"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/geopard.tech\/blog\/5g-enabled-real-time-learning-in-sustainable-farming-a-study-on-sugar-beet-production\/#article","isPartOf":{"@id":"https:\/\/geopard.tech\/blog\/5g-enabled-real-time-learning-in-sustainable-farming-a-study-on-sugar-beet-production\/"},"author":{"name":"dementievgeopard","@id":"https:\/\/geopard.tech\/#\/schema\/person\/dd217733c742620adc57befbbcd84a8a"},"headline":"5G-Enabled Real-time Learning in Sustainable Farming: A Study on Sugar Beet","datePublished":"2024-07-13T18:50:45+00:00","dateModified":"2024-07-13T18:50:51+00:00","mainEntityOfPage":{"@id":"https:\/\/geopard.tech\/blog\/5g-enabled-real-time-learning-in-sustainable-farming-a-study-on-sugar-beet-production\/"},"wordCount":2143,"commentCount":0,"publisher":{"@id":"https:\/\/geopard.tech\/#organization"},"image":{"@id":"https:\/\/geopard.tech\/blog\/5g-enabled-real-time-learning-in-sustainable-farming-a-study-on-sugar-beet-production\/#primaryimage"},"thumbnailUrl":"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2024\/07\/5G-Enabled-Real-time-Learning-in-Sustainable-Farming-A-Study-on-Sugar-Beet.png?fit=1920%2C1080&ssl=1","articleSection":["Precision Farming","Use-cases"],"inLanguage":"ar","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/geopard.tech\/blog\/5g-enabled-real-time-learning-in-sustainable-farming-a-study-on-sugar-beet-production\/#respond"]}]},{"@type":"WebPage","@id":"https:\/\/geopard.tech\/blog\/5g-enabled-real-time-learning-in-sustainable-farming-a-study-on-sugar-beet-production\/","url":"https:\/\/geopard.tech\/blog\/5g-enabled-real-time-learning-in-sustainable-farming-a-study-on-sugar-beet-production\/","name":"\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0641\u0648\u0631\u064a \u0627\u0644\u0645\u062f\u0639\u0648\u0645 \u0628\u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u062c\u064a\u0644 \u0627\u0644\u062e\u0627\u0645\u0633 \u0641\u064a \u0627\u0644\u0632\u0631\u0627\u0639\u0629 \u0627\u0644\u0645\u0633\u062a\u062f\u0627\u0645\u0629: \u062f\u0631\u0627\u0633\u0629 \u0639\u0644\u0649 \u0628\u0646\u062c\u0631 \u0627\u0644\u0633\u0643\u0631 - GeoPard","isPartOf":{"@id":"https:\/\/geopard.tech\/#website"},"primaryImageOfPage":{"@id":"https:\/\/geopard.tech\/blog\/5g-enabled-real-time-learning-in-sustainable-farming-a-study-on-sugar-beet-production\/#primaryimage"},"image":{"@id":"https:\/\/geopard.tech\/blog\/5g-enabled-real-time-learning-in-sustainable-farming-a-study-on-sugar-beet-production\/#primaryimage"},"thumbnailUrl":"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2024\/07\/5G-Enabled-Real-time-Learning-in-Sustainable-Farming-A-Study-on-Sugar-Beet.png?fit=1920%2C1080&ssl=1","datePublished":"2024-07-13T18:50:45+00:00","dateModified":"2024-07-13T18:50:51+00:00","description":"\u0625\u0646\u062c\u0627\u0632 \u0645\u0634\u0631\u0648\u0639 &quot;\u0634\u0628\u0643\u0627\u062a \u0627\u0644\u062c\u064a\u0644 \u0627\u0644\u062e\u0627\u0645\u0633 \u0643\u0639\u0627\u0645\u0644 \u062a\u0645\u0643\u064a\u0646 \u0644\u0644\u062a\u0639\u0644\u0645 \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u062d\u0642\u064a\u0642\u064a \u0641\u064a \u0627\u0644\u0632\u0631\u0627\u0639\u0629 \u0627\u0644\u0645\u0633\u062a\u062f\u0627\u0645\u0629&quot; \u0628\u0646\u062c\u0627\u062d\u060c \u0628\u062f\u0639\u0645 \u0645\u0646 \u0648\u0644\u0627\u064a\u0629 \u0634\u0645\u0627\u0644 \u0627\u0644\u0631\u0627\u064a\u0646 \u0648\u0633\u062a\u0641\u0627\u0644\u064a\u0627.","breadcrumb":{"@id":"https:\/\/geopard.tech\/blog\/5g-enabled-real-time-learning-in-sustainable-farming-a-study-on-sugar-beet-production\/#breadcrumb"},"inLanguage":"ar","potentialAction":[{"@type":"ReadAction","target":["https:\/\/geopard.tech\/blog\/5g-enabled-real-time-learning-in-sustainable-farming-a-study-on-sugar-beet-production\/"]}]},{"@type":"ImageObject","inLanguage":"ar","@id":"https:\/\/geopard.tech\/blog\/5g-enabled-real-time-learning-in-sustainable-farming-a-study-on-sugar-beet-production\/#primaryimage","url":"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2024\/07\/5G-Enabled-Real-time-Learning-in-Sustainable-Farming-A-Study-on-Sugar-Beet.png?fit=1920%2C1080&ssl=1","contentUrl":"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2024\/07\/5G-Enabled-Real-time-Learning-in-Sustainable-Farming-A-Study-on-Sugar-Beet.png?fit=1920%2C1080&ssl=1","width":1920,"height":1080,"caption":"Caption 2"},{"@type":"BreadcrumbList","@id":"https:\/\/geopard.tech\/blog\/5g-enabled-real-time-learning-in-sustainable-farming-a-study-on-sugar-beet-production\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/geopard.tech\/"},{"@type":"ListItem","position":2,"name":"5G-Enabled Real-time Learning in Sustainable Farming: A Study on Sugar Beet"}]},{"@type":"WebSite","@id":"https:\/\/geopard.tech\/#website","url":"https:\/\/geopard.tech\/","name":"\u062c\u064a\u0648\u0628\u0627\u0631\u062f - \u0628\u0631\u0627\u0645\u062c \u0627\u0644\u0632\u0631\u0627\u0639\u0629 \u0627\u0644\u062f\u0642\u064a\u0642\u0629","description":"\u0628\u0631\u0646\u0627\u0645\u062c \u0631\u0633\u0645 \u062e\u0631\u0627\u0626\u0637 \u0627\u0644\u0632\u0631\u0627\u0639\u0629 \u0627\u0644\u062f\u0642\u064a\u0642\u0629","publisher":{"@id":"https:\/\/geopard.tech\/#organization"},"alternateName":"GeoPard","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/geopard.tech\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"ar"},{"@type":"Organization","@id":"https:\/\/geopard.tech\/#organization","name":"\u062c\u064a\u0648 \u0628\u0627\u0631\u062f \u0627\u0644\u0632\u0631\u0627\u0639\u0629","alternateName":"GeoPard","url":"https:\/\/geopard.tech\/","logo":{"@type":"ImageObject","inLanguage":"ar","@id":"https:\/\/geopard.tech\/#\/schema\/logo\/image\/","url":"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2026\/07\/geopard_logo_transparentbackground.png?fit=512%2C68&ssl=1","contentUrl":"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2026\/07\/geopard_logo_transparentbackground.png?fit=512%2C68&ssl=1","width":512,"height":68,"caption":"GeoPard Agriculture"},"image":{"@id":"https:\/\/geopard.tech\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/geopardAgriculture\/","https:\/\/x.com\/geopardagri","https:\/\/www.linkedin.com\/company\/geopard-agriculture\/","https:\/\/www.instagram.com\/geopardagriculture\/","https:\/\/www.youtube.com\/channel\/UCiaPGLAhRPNh-s85dXdC-Sw","https:\/\/www.g2.com\/products\/geopard-agriculture-precision-farming-software\/reviews"]},{"@type":"Person","@id":"https:\/\/geopard.tech\/#\/schema\/person\/dd217733c742620adc57befbbcd84a8a","name":"\u062f\u064a\u0645\u064a\u0646\u062a\u064a\u064a\u0641\u063a\u064a\u0648\u0628\u0627\u0631\u062f","image":{"@type":"ImageObject","inLanguage":"ar","@id":"https:\/\/secure.gravatar.com\/avatar\/7c09adac9c20b00454199df5a41ea67c812a6c97e948bf109899836ddde31354?s=96&d=identicon&r=g","url":"https:\/\/secure.gravatar.com\/avatar\/7c09adac9c20b00454199df5a41ea67c812a6c97e948bf109899836ddde31354?s=96&d=identicon&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/7c09adac9c20b00454199df5a41ea67c812a6c97e948bf109899836ddde31354?s=96&d=identicon&r=g","caption":"dementievgeopard"}}]}},"jetpack_publicize_connections":[],"jetpack_likes_enabled":true,"jetpack_sharing_enabled":true,"jetpack_shortlink":"https:\/\/wp.me\/pdiCPa-2Lf","jetpack_featured_media_url":"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2024\/07\/5G-Enabled-Real-time-Learning-in-Sustainable-Farming-A-Study-on-Sugar-Beet.png?fit=1920%2C1080&ssl=1","_links":{"self":[{"href":"https:\/\/geopard.tech\/ar\/wp-json\/wp\/v2\/posts\/10617","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/geopard.tech\/ar\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/geopard.tech\/ar\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/geopard.tech\/ar\/wp-json\/wp\/v2\/users\/210157960"}],"replies":[{"embeddable":true,"href":"https:\/\/geopard.tech\/ar\/wp-json\/wp\/v2\/comments?post=10617"}],"version-history":[{"count":0,"href":"https:\/\/geopard.tech\/ar\/wp-json\/wp\/v2\/posts\/10617\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/geopard.tech\/ar\/wp-json\/wp\/v2\/media\/10639"}],"wp:attachment":[{"href":"https:\/\/geopard.tech\/ar\/wp-json\/wp\/v2\/media?parent=10617"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/geopard.tech\/ar\/wp-json\/wp\/v2\/categories?post=10617"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/geopard.tech\/ar\/wp-json\/wp\/v2\/tags?post=10617"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}