{"id":173982,"date":"2025-02-10T10:25:45","date_gmt":"2025-02-10T10:25:45","guid":{"rendered":"https:\/\/flypix.ai\/?p=173982"},"modified":"2025-02-10T10:25:47","modified_gmt":"2025-02-10T10:25:47","slug":"power-line-monitoring","status":"publish","type":"post","link":"https:\/\/flypix.ai\/ar\/power-line-monitoring\/","title":{"rendered":"\u0645\u0631\u0627\u0642\u0628\u0629 \u062e\u0637\u0648\u0637 \u0627\u0644\u0637\u0627\u0642\u0629: \u062f\u0648\u0631 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627 \u0627\u0644\u0637\u0627\u0626\u0631\u0627\u062a \u0628\u062f\u0648\u0646 \u0637\u064a\u0627\u0631"},"content":{"rendered":"<p>\u062a\u0634\u0643\u0644 \u062e\u0637\u0648\u0637 \u0627\u0644\u0637\u0627\u0642\u0629 \u0627\u0644\u0639\u0645\u0648\u062f \u0627\u0644\u0641\u0642\u0631\u064a \u0644\u062a\u0648\u0632\u064a\u0639 \u0627\u0644\u0643\u0647\u0631\u0628\u0627\u0621 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class=\"wp-block-heading\">5. \u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0645\u062e\u0627\u0637\u0631 \u0627\u0644\u0628\u064a\u0626\u064a\u0629<\/h4>\n\n\n\n<p>\u062a\u0639\u062f \u0627\u0644\u062a\u0639\u062f\u064a \u0639\u0644\u0649 \u0627\u0644\u0646\u0628\u0627\u062a\u0627\u062a \u0623\u062d\u062f \u0627\u0644\u0623\u0633\u0628\u0627\u0628 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629 \u0644\u0641\u0634\u0644 \u062e\u0637\u0648\u0637 \u0627\u0644\u0643\u0647\u0631\u0628\u0627\u0621. \u064a\u0645\u0643\u0646 \u0644\u0644\u0623\u0634\u062c\u0627\u0631 \u0648\u0627\u0644\u0641\u0631\u0648\u0639 \u0627\u0644\u062a\u064a \u062a\u0646\u0645\u0648 \u0628\u0627\u0644\u0642\u0631\u0628 \u0645\u0646 \u062e\u0637\u0648\u0637 \u0627\u0644\u0643\u0647\u0631\u0628\u0627\u0621 \u0623\u0646 \u062a\u0624\u062f\u064a \u0625\u0644\u0649 \u062d\u062f\u0648\u062b \u0645\u0627\u0633 \u0643\u0647\u0631\u0628\u0627\u0626\u064a \u0648\u062d\u0631\u0627\u0626\u0642 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\u0644\u062d\u0644\u0648\u0644 \u0627\u0644\u0645\u0631\u0627\u0642\u0628\u0629 \u0627\u0644\u0645\u062f\u0639\u0648\u0645\u0629 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0643\u062a\u0634\u0627\u0641 \u062a\u0639\u062f\u064a \u0627\u0644\u063a\u0637\u0627\u0621 \u0627\u0644\u0646\u0628\u0627\u062a\u064a \u062a\u0644\u0642\u0627\u0626\u064a\u064b\u0627 \u0641\u064a \u0635\u0648\u0631 \u0627\u0644\u0623\u0642\u0645\u0627\u0631 \u0627\u0644\u0635\u0646\u0627\u0639\u064a\u0629 \u0623\u0648 \u0627\u0644\u0637\u0627\u0626\u0631\u0627\u062a \u0628\u062f\u0648\u0646 \u0637\u064a\u0627\u0631\u060c \u0645\u0645\u0627 \u064a\u062a\u064a\u062d \u0627\u062a\u062e\u0627\u0630 \u0625\u062c\u0631\u0627\u0621\u0627\u062a \u0648\u0642\u0627\u0626\u064a\u0629 \u0623\u0633\u0631\u0639 \u0648\u0623\u0643\u062b\u0631 \u0643\u0641\u0627\u0621\u0629.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1024\" height=\"853\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/02\/4-4-1024x853.jpg\" alt=\"\" class=\"wp-image-173805\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/02\/4-4-1024x853.jpg 1024w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/02\/4-4-300x250.jpg 300w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/02\/4-4-768x640.jpg 768w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/02\/4-4-1536x1280.jpg 1536w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/02\/4-4-2048x1707.jpg 2048w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/02\/4-4-14x12.jpg 14w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\u0627\u0644\u062a\u0637\u0648\u0631 \u0645\u0646 \u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u062a\u0641\u062a\u064a\u0634 \u0627\u0644\u062a\u0642\u0644\u064a\u062f\u064a\u0629 \u0625\u0644\u0649 \u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u062a\u0641\u062a\u064a\u0634 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\u0627\u0644\u0645\u062c\u0647\u0632\u0629 \u0628\u0623\u062c\u0647\u0632\u0629 \u0627\u0633\u062a\u0634\u0639\u0627\u0631 LiDAR \u0648\u0643\u0627\u0645\u064a\u0631\u0627\u062a \u0639\u0627\u0644\u064a\u0629 \u0627\u0644\u062f\u0642\u0629 \u062a\u0644\u062a\u0642\u0637 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0645\u0646 \u062e\u0637\u0648\u0637 \u0627\u0644\u0643\u0647\u0631\u0628\u0627\u0621. \u0648\u0631\u063a\u0645 \u0641\u0639\u0627\u0644\u064a\u0629 \u0647\u0630\u0647 \u0627\u0644\u0637\u0631\u064a\u0642\u0629 \u0641\u064a \u0628\u0639\u0636 \u0627\u0644\u062d\u0627\u0644\u0627\u062a\u060c \u0625\u0644\u0627 \u0623\u0646\u0647\u0627 \u0645\u0642\u064a\u062f\u0629 \u0628\u0645\u0634\u0627\u0643\u0644 \u0627\u0644\u062a\u0636\u0627\u0631\u064a\u0633 \u0648\u0633\u0647\u0648\u0644\u0629 \u0627\u0644\u0648\u0635\u0648\u0644.<\/li>\n<\/ol>\n\n\n\n<p>\u0645\u0639 \u0627\u0644\u062a\u0642\u062f\u0645 \u0641\u064a \u0645\u062c\u0627\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 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\u0641\u062d\u0635\u064b\u0627 \u062a\u0641\u0635\u064a\u0644\u064a\u064b\u0627\u060c \u064a\u0642\u0648\u0645 \u0627\u0644\u0639\u0645\u0627\u0644 \u0628\u062a\u0633\u0644\u0642 \u0623\u0628\u0631\u0627\u062c \u0627\u0644\u0646\u0642\u0644 \u0634\u062e\u0635\u064a\u064b\u0627 \u0644\u0641\u062d\u0635 \u0645\u0643\u0648\u0646\u0627\u062a \u0627\u0644\u062c\u0647\u062f \u0627\u0644\u0639\u0627\u0644\u064a \u0639\u0646 \u0642\u0631\u0628.<\/li>\n\n\n\n<li><strong>\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0627\u0644\u0628\u0635\u0631\u064a\u0629<\/strong> \u2013 \u062a\u0633\u0627\u0639\u062f \u0627\u0644\u0645\u0646\u0627\u0638\u064a\u0631 \u0648\u0645\u0646\u0627\u0638\u064a\u0631 \u0627\u0644\u0631\u0635\u062f \u0648\u0627\u0644\u0643\u0627\u0645\u064a\u0631\u0627\u062a \u0628\u0627\u0644\u0623\u0634\u0639\u0629 \u062a\u062d\u062a \u0627\u0644\u062d\u0645\u0631\u0627\u0621 \u0627\u0644\u0645\u0641\u062a\u0634\u064a\u0646 \u0641\u064a \u062a\u0642\u064a\u064a\u0645 \u062e\u0637\u0648\u0637 \u0627\u0644\u0643\u0647\u0631\u0628\u0627\u0621 \u0645\u0646 \u0645\u0633\u0627\u0641\u0629 \u0622\u0645\u0646\u0629.<\/li>\n\n\n\n<li><strong>\u0625\u0646\u0634\u0627\u0621 \u0627\u0644\u062a\u0642\u0627\u0631\u064a\u0631<\/strong> \u2013 \u064a\u062a\u0645 \u062a\u0648\u062b\u064a\u0642 \u0627\u0644\u0646\u062a\u0627\u0626\u062c \u064a\u062f\u0648\u064a\u064b\u0627\u060c \u0645\u0645\u0627 \u064a\u062a\u0637\u0644\u0628 \u0641\u064a \u0643\u062b\u064a\u0631 \u0645\u0646 \u0627\u0644\u0623\u062d\u064a\u0627\u0646 \u0645\u0646 \u0627\u0644\u0645\u0641\u062a\u0634\u064a\u0646 \u062a\u062f\u0648\u064a\u0646 \u0627\u0644\u0645\u0644\u0627\u062d\u0638\u0627\u062a\u060c \u0648\u0627\u0644\u062a\u0642\u0627\u0637 \u0627\u0644\u0635\u0648\u0631\u060c \u0648\u062a\u0642\u062f\u064a\u0645 \u0627\u0644\u062a\u0648\u0635\u064a\u0627\u062a \u0644\u0644\u0635\u064a\u0627\u0646\u0629.<\/li>\n<\/ol>\n\n\n\n<h3 class=\"wp-block-heading\">\u062d\u062f\u0648\u062f \u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u062a\u0641\u062a\u064a\u0634 \u0627\u0644\u0628\u0635\u0631\u064a\u0629 \u0627\u0644\u064a\u062f\u0648\u064a\u0629<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u064a\u062a\u0637\u0644\u0628 \u0639\u0645\u0627\u0644\u0629 \u0645\u0643\u062b\u0641\u0629 \u0648\u064a\u0633\u062a\u063a\u0631\u0642 \u0648\u0642\u062a\u0627 \u0637\u0648\u064a\u0644\u0627<\/strong> \u2013 \u062a\u062a\u0637\u0644\u0628 \u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u062a\u0641\u062a\u064a\u0634 \u0642\u0648\u0629 \u0628\u0634\u0631\u064a\u0629 \u0643\u0628\u064a\u0631\u0629\u060c \u0645\u0645\u0627 \u064a\u062c\u0639\u0644\u0647\u0627 \u0628\u0637\u064a\u0626\u0629 \u0648\u063a\u064a\u0631 \u0641\u0639\u0627\u0644\u0629\u060c \u0648\u062e\u0627\u0635\u0629 \u0628\u0627\u0644\u0646\u0633\u0628\u0629 \u0644\u0634\u0628\u0643\u0627\u062a \u0627\u0644\u0637\u0627\u0642\u0629 \u0648\u0627\u0633\u0639\u0629 \u0627\u0644\u0646\u0637\u0627\u0642.<\/li>\n\n\n\n<li><strong>\u0627\u0644\u0628\u064a\u0626\u0627\u062a \u0639\u0627\u0644\u064a\u0629 \u0627\u0644\u062e\u0637\u0648\u0631\u0629<\/strong> \u2013 \u064a\u0648\u0627\u062c\u0647 \u0627\u0644\u0645\u0641\u062a\u0634\u0648\u0646 \u0627\u0644\u0639\u0627\u0645\u0644\u0648\u0646 \u0641\u064a \u0627\u0644\u0645\u0646\u0627\u0637\u0642 \u0627\u0644\u0646\u0627\u0626\u064a\u0629 \u0623\u0648 \u0627\u0644\u062e\u0637\u0631\u0629 \u0645\u062e\u0627\u0637\u0631 \u062a\u062a\u0639\u0644\u0642 \u0628\u0627\u0644\u0633\u0644\u0627\u0645\u0629\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u0627\u0644\u062a\u0639\u0631\u0636 \u0644\u0644\u0637\u0642\u0633 \u0627\u0644\u0642\u0627\u0633\u064a\u060c \u0648\u0627\u0644\u0645\u062e\u0627\u0637\u0631 \u0627\u0644\u0643\u0647\u0631\u0628\u0627\u0626\u064a\u0629\u060c \u0648\u0627\u0644\u062a\u0636\u0627\u0631\u064a\u0633 \u0627\u0644\u0635\u0639\u0628\u0629.<\/li>\n\n\n\n<li><strong>\u0627\u0644\u062a\u0642\u064a\u064a\u0645\u0627\u062a \u0627\u0644\u0630\u0627\u062a\u064a\u0629<\/strong> \u2013 \u062a\u0639\u062a\u0645\u062f \u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u062a\u0641\u062a\u064a\u0634 \u0627\u0644\u064a\u062f\u0648\u064a\u0629 \u0639\u0644\u0649 \u0627\u0644\u062d\u0643\u0645 \u0627\u0644\u0628\u0634\u0631\u064a\u060c \u0645\u0645\u0627 \u0642\u062f \u064a\u0624\u062f\u064a \u0625\u0644\u0649 \u0627\u0644\u062a\u0646\u0627\u0642\u0636\u0627\u062a \u0648\u0627\u0644\u0623\u062e\u0637\u0627\u0621\u060c \u0645\u0645\u0627 \u064a\u0632\u064a\u062f \u0645\u0646 \u0627\u062d\u062a\u0645\u0627\u0644\u064a\u0629 \u062d\u062f\u0648\u062b \u0623\u062e\u0637\u0627\u0621 \u063a\u064a\u0631 \u0645\u0643\u062a\u0634\u0641\u0629.<\/li>\n\n\n\n<li><strong>\u062c\u0645\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u062d\u062f\u0648\u062f\u0629<\/strong> \u2013 \u062a\u0639\u062a\u0645\u062f \u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u062a\u0641\u062a\u064a\u0634 \u0627\u0644\u064a\u062f\u0648\u064a\u0629 \u0628\u0634\u0643\u0644 \u0623\u0633\u0627\u0633\u064a \u0639\u0644\u0649 \u0627\u0644\u0645\u0644\u0627\u062d\u0638\u0629 \u0627\u0644\u0628\u0635\u0631\u064a\u0629 \u0648\u0644\u0627 \u062a\u0648\u0644\u062f \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0628\u064a\u0627\u0646\u0627\u062a \u0643\u0628\u064a\u0631\u0629 \u0644\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u062a\u0646\u0628\u0626\u064a \u0623\u0648 \u0627\u0644\u0645\u0631\u0627\u0642\u0628\u0629 \u0637\u0648\u064a\u0644\u0629 \u0627\u0644\u0623\u0645\u062f.<\/li>\n<\/ul>\n\n\n\n<p>\u0648\u0646\u062a\u064a\u062c\u0629 \u0644\u0647\u0630\u0647 \u0627\u0644\u0639\u064a\u0648\u0628\u060c \u062a\u062a\u062d\u0648\u0644 \u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0634\u0631\u0643\u0627\u062a \u0627\u0644\u0645\u0631\u0627\u0641\u0642 \u0625\u0644\u0649 \u0637\u0631\u0642 \u062a\u0641\u062a\u064a\u0634 \u0623\u0643\u062b\u0631 \u062a\u0642\u062f\u0645\u0627\u064b \u062a\u0648\u0641\u0631 \u0643\u0641\u0627\u0621\u0629 \u0648\u0645\u0648\u062b\u0648\u0642\u064a\u0629 \u0645\u062a\u0632\u0627\u064a\u062f\u0629.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u0627\u0644\u062a\u0641\u062a\u064a\u0634 \u0627\u0644\u062c\u0648\u064a \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0637\u0627\u0626\u0631\u0627\u062a \u0627\u0644\u0647\u0644\u064a\u0643\u0648\u0628\u062a\u0631<\/h3>\n\n\n\n<p>\u062a\u062a\u0636\u0645\u0646 \u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u062a\u0641\u062a\u064a\u0634 \u0627\u0644\u062c\u0648\u064a \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0637\u0627\u0626\u0631\u0627\u062a \u0647\u0644\u064a\u0643\u0648\u0628\u062a\u0631 \u0645\u0632\u0648\u062f\u0629 \u0628\u0643\u0627\u0645\u064a\u0631\u0627\u062a \u0639\u0627\u0644\u064a\u0629 \u0627\u0644\u062f\u0642\u0629 \u0648\u0623\u062c\u0647\u0632\u0629 \u0627\u0633\u062a\u0634\u0639\u0627\u0631 \u0627\u0644\u062a\u0635\u0648\u064a\u0631 \u0627\u0644\u062d\u0631\u0627\u0631\u064a \u0648\u062a\u0642\u0646\u064a\u0629 LiDAR \u0644\u0645\u0633\u062d \u062e\u0637\u0648\u0637 \u0627\u0644\u0637\u0627\u0642\u0629 \u0645\u0646 \u0627\u0644\u062c\u0648. \u062a\u0633\u0645\u062d \u0647\u0630\u0647 \u0627\u0644\u0637\u0631\u064a\u0642\u0629 \u0644\u0644\u0645\u0641\u062a\u0634\u064a\u0646 \u0628\u062a\u063a\u0637\u064a\u0629 \u0645\u0646\u0627\u0637\u0642 \u0648\u0627\u0633\u0639\u0629 \u0628\u0633\u0631\u0639\u0629 \u0648\u062a\u0648\u0641\u0631 \u0631\u0624\u064a\u0629 \u0623\u0648\u0633\u0639 \u0644\u0634\u0628\u0643\u0629 \u0627\u0644\u0646\u0642\u0644\u060c \u0645\u0645\u0627 \u064a\u062c\u0639\u0644\u0647\u0627 \u0645\u0641\u064a\u062f\u0629 \u0628\u0634\u0643\u0644 \u062e\u0627\u0635 \u0644\u062a\u0641\u062a\u064a\u0634 \u062e\u0637\u0648\u0637 \u0627\u0644\u062c\u0647\u062f \u0627\u0644\u0639\u0627\u0644\u064a \u0641\u064a \u0627\u0644\u0645\u0646\u0627\u0637\u0642 \u0627\u0644\u0646\u0627\u0626\u064a\u0629 \u0623\u0648 \u0627\u0644\u062a\u064a \u064a\u0635\u0639\u0628 \u0627\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u064a\u0647\u0627.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">\u0639\u0645\u0644\u064a\u0629 \u0627\u0644\u062a\u0641\u062a\u064a\u0634 \u0627\u0644\u062c\u0648\u064a<\/h4>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>\u0627\u0644\u062a\u062e\u0637\u064a\u0637 \u0642\u0628\u0644 \u0627\u0644\u0631\u062d\u0644\u0629<\/strong> - \u064a\u062a\u0645 \u062a\u0635\u0645\u064a\u0645 \u0645\u0633\u0627\u0631\u0627\u062a \u0627\u0644\u0637\u064a\u0631\u0627\u0646 \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0645\u0646\u0627\u0637\u0642 \u0627\u0644\u062a\u0641\u062a\u064a\u0634 \u0630\u0627\u062a \u0627\u0644\u0623\u0648\u0644\u0648\u064a\u0629 \u0648\u0645\u062a\u0637\u0644\u0628\u0627\u062a \u0627\u0644\u0628\u0646\u064a\u0629 \u0627\u0644\u062a\u062d\u062a\u064a\u0629 \u0644\u0644\u0634\u0628\u0643\u0629.<\/li>\n\n\n\n<li><strong>\u062a\u0646\u0641\u064a\u0630 \u0627\u0644\u0645\u0633\u062d \u0627\u0644\u062c\u0648\u064a<\/strong> - \u062a\u062d\u0644\u0642 \u0627\u0644\u0645\u0631\u0648\u062d\u064a\u0627\u062a \u0627\u0644\u0645\u062c\u0647\u0632\u0629 \u0628\u0623\u0646\u0638\u0645\u0629 \u062a\u0635\u0648\u064a\u0631 \u0645\u062a\u0637\u0648\u0631\u0629 \u0639\u0644\u0649 \u0637\u0648\u0644 \u0645\u0645\u0631\u0627\u062a \u0627\u0644\u0646\u0642\u0644\u060c \u062d\u064a\u062b \u062a\u0644\u062a\u0642\u0637 \u0635\u0648\u0631\u064b\u0627 \u0639\u0627\u0644\u064a\u0629 \u0627\u0644\u062f\u0642\u0629 \u0648\u0645\u0633\u062d\u064b\u0627 \u0628\u0627\u0644\u0623\u0634\u0639\u0629 \u062a\u062d\u062a \u0627\u0644\u062d\u0645\u0631\u0627\u0621 \u0644\u062e\u0637\u0648\u0637 \u0627\u0644\u0643\u0647\u0631\u0628\u0627\u0621 \u0648\u0627\u0644\u0645\u0646\u0634\u0622\u062a.<\/li>\n\n\n\n<li><strong>Data Analysis<\/strong> \u2013 \u064a\u0642\u0648\u0645 \u0627\u0644\u062e\u0628\u0631\u0627\u0621 \u0628\u0645\u0631\u0627\u062c\u0639\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u062c\u0645\u0639\u0629 \u0644\u062a\u062d\u062f\u064a\u062f \u0627\u0644\u062a\u0634\u0648\u0647\u0627\u062a \u0645\u062b\u0644 \u0627\u0644\u0645\u0643\u0648\u0646\u0627\u062a \u0634\u062f\u064a\u062f\u0629 \u0627\u0644\u062d\u0631\u0627\u0631\u0629\u060c \u0648\u0627\u0644\u0639\u0648\u0627\u0632\u0644 \u0627\u0644\u062a\u0627\u0644\u0641\u0629\u060c \u0648\u062a\u0639\u062f\u064a \u0627\u0644\u063a\u0637\u0627\u0621 \u0627\u0644\u0646\u0628\u0627\u062a\u064a.<\/li>\n\n\n\n<li><strong>\u0625\u0639\u062f\u0627\u062f \u0627\u0644\u062a\u0642\u0627\u0631\u064a\u0631 \u0648\u062c\u062f\u0648\u0644\u0629 \u0627\u0644\u0635\u064a\u0627\u0646\u0629<\/strong> - \u064a\u062a\u0645 \u062a\u062c\u0645\u064a\u0639 \u0627\u0644\u0646\u062a\u0627\u0626\u062c \u0641\u064a \u0627\u0644\u062a\u0642\u0627\u0631\u064a\u0631\u060c \u0648\u064a\u062a\u0645 \u0646\u0634\u0631 \u0641\u0631\u0642 \u0627\u0644\u0635\u064a\u0627\u0646\u0629 \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0627\u0644\u0623\u0639\u0637\u0627\u0644 \u0627\u0644\u0645\u0643\u062a\u0634\u0641\u0629.<\/li>\n<\/ol>\n\n\n\n<h4 class=\"wp-block-heading\">\u0645\u0632\u0627\u064a\u0627 \u0627\u0644\u062a\u0641\u062a\u064a\u0634 \u0627\u0644\u062c\u0648\u064a<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u062a\u063a\u0637\u064a\u0629 \u0639\u0627\u0644\u064a\u0629 \u0627\u0644\u0633\u0631\u0639\u0629<\/strong> \u2013 \u062a\u0633\u062a\u0637\u064a\u0639 \u0627\u0644\u0637\u0627\u0626\u0631\u0627\u062a \u0627\u0644\u0645\u0631\u0648\u062d\u064a\u0629 \u0645\u0633\u062d \u0645\u0633\u0627\u0641\u0627\u062a \u0634\u0627\u0633\u0639\u0629 \u0641\u064a \u0648\u0642\u062a \u0642\u0635\u064a\u0631\u060c \u0645\u0645\u0627 \u064a\u062c\u0639\u0644\u0647\u0627 \u0641\u0639\u0627\u0644\u0629 \u0641\u064a \u0641\u062d\u0635 \u0645\u0645\u0631\u0627\u062a \u0627\u0644\u0625\u0631\u0633\u0627\u0644 \u0627\u0644\u0637\u0648\u064a\u0644\u0629.<\/li>\n\n\n\n<li><strong>\u0625\u0645\u0643\u0627\u0646\u064a\u0627\u062a \u0627\u0644\u062a\u0635\u0648\u064a\u0631 \u0627\u0644\u0645\u062a\u0642\u062f\u0645\u0629<\/strong> \u2013 \u064a\u062a\u064a\u062d \u0627\u0644\u062a\u0635\u0648\u064a\u0631 \u0627\u0644\u062d\u0631\u0627\u0631\u064a \u0648\u0627\u0644\u0623\u0634\u0639\u0629 \u062a\u062d\u062a \u0627\u0644\u062d\u0645\u0631\u0627\u0621 \u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0645\u0643\u0648\u0646\u0627\u062a \u0627\u0644\u0633\u0627\u062e\u0646\u0629 \u0627\u0644\u062a\u064a \u0642\u062f \u0644\u0627 \u062a\u0643\u0648\u0646 \u0645\u0631\u0626\u064a\u0629 \u0623\u062b\u0646\u0627\u0621 \u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u062a\u0641\u062a\u064a\u0634 \u0627\u0644\u0623\u0631\u0636\u064a\u0629.<\/li>\n\n\n\n<li><strong>\u0627\u0646\u062e\u0641\u0627\u0636 \u0627\u0644\u062d\u0627\u062c\u0629 \u0625\u0644\u0649 \u0627\u0644\u062a\u0633\u0644\u0642 \u0627\u0644\u064a\u062f\u0648\u064a<\/strong> \u2013 \u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u062a\u0641\u062a\u064a\u0634 \u0627\u0644\u062c\u0648\u064a \u062a\u0644\u063a\u064a \u0627\u0644\u062d\u0627\u062c\u0629 \u0625\u0644\u0649 \u062a\u0633\u0644\u0642 \u0627\u0644\u0645\u0641\u062a\u0634\u064a\u0646 \u0644\u0644\u0623\u0628\u0631\u0627\u062c \u0644\u0625\u062c\u0631\u0627\u0621 \u0627\u0644\u062a\u0642\u064a\u064a\u0645\u0627\u062a \u0627\u0644\u0623\u0648\u0644\u064a\u0629.<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">\u062d\u062f\u0648\u062f \u0627\u0644\u062a\u0641\u062a\u064a\u0634 \u0627\u0644\u062c\u0648\u064a<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u062a\u0643\u0627\u0644\u064a\u0641 \u062a\u0634\u063a\u064a\u0644\u064a\u0629 \u0639\u0627\u0644\u064a\u0629<\/strong> \u2013 \u062a\u0639\u062a\u0628\u0631 \u0639\u0645\u0644\u064a\u0627\u062a \u062a\u0641\u062a\u064a\u0634 \u0627\u0644\u0637\u0627\u0626\u0631\u0627\u062a \u0627\u0644\u0645\u0631\u0648\u062d\u064a\u0629 \u0645\u0643\u0644\u0641\u0629 \u0628\u0633\u0628\u0628 \u062a\u0643\u0627\u0644\u064a\u0641 \u0627\u0644\u0648\u0642\u0648\u062f\u060c \u0648\u0623\u062c\u0648\u0631 \u0627\u0644\u0637\u064a\u0627\u0631\u064a\u0646\u060c \u0648\u0635\u064a\u0627\u0646\u0629 \u0627\u0644\u0645\u0639\u062f\u0627\u062a.<\/li>\n\n\n\n<li><strong>\u064a\u0639\u062a\u0645\u062f \u0639\u0644\u0649 \u0627\u0644\u0637\u0642\u0633<\/strong> - \u0642\u062f \u064a\u062a\u0645 \u062a\u0623\u062c\u064a\u0644 \u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u062a\u0641\u062a\u064a\u0634 \u0628\u0633\u0628\u0628 \u0627\u0644\u0636\u0628\u0627\u0628 \u0623\u0648 \u0627\u0644\u0645\u0637\u0631 \u0623\u0648 \u0627\u0644\u0631\u064a\u0627\u062d \u0627\u0644\u0642\u0648\u064a\u0629 \u0623\u0648 \u0638\u0631\u0648\u0641 \u0627\u0646\u062e\u0641\u0627\u0636 \u0627\u0644\u0631\u0624\u064a\u0629\u060c \u0645\u0645\u0627 \u064a\u0624\u062b\u0631 \u0639\u0644\u0649 \u0627\u0644\u062c\u062f\u0648\u0644 \u0627\u0644\u0632\u0645\u0646\u064a \u0648\u0627\u0644\u0643\u0641\u0627\u0621\u0629.<\/li>\n\n\n\n<li><strong>\u0645\u062e\u0627\u0637\u0631 \u0627\u0644\u0633\u0644\u0627\u0645\u0629<\/strong> \u2013 \u062a\u0634\u0643\u0644 \u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u0637\u0627\u0626\u0631\u0627\u062a \u0627\u0644\u0645\u0631\u0648\u062d\u064a\u0629 \u0645\u062e\u0627\u0637\u0631 \u062a\u062a\u0639\u0644\u0642 \u0628\u0627\u0644\u0633\u0644\u0627\u0645\u0629\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u062e\u0637\u0631 \u0627\u0644\u0627\u0635\u0637\u062f\u0627\u0645\u060c \u0648\u0627\u0644\u062d\u0648\u0627\u062f\u062b \u0627\u0644\u0645\u0631\u062a\u0628\u0637\u0629 \u0628\u0627\u0644\u0627\u0636\u0637\u0631\u0627\u0628\u0627\u062a\u060c \u0648\u0627\u0644\u0642\u0631\u0628 \u0645\u0646 \u062e\u0637\u0648\u0637 \u0627\u0644\u062c\u0647\u062f \u0627\u0644\u0639\u0627\u0644\u064a.<\/li>\n\n\n\n<li><strong>\u0645\u062c\u0627\u0644 \u0627\u0644\u0631\u0624\u064a\u0629 \u0627\u0644\u0645\u062d\u062f\u0648\u062f<\/strong> - \u0639\u0644\u0649 \u0627\u0644\u0631\u063a\u0645 \u0645\u0646 \u0623\u0646 \u0627\u0644\u062a\u0635\u0648\u064a\u0631 \u0627\u0644\u062c\u0648\u064a \u064a\u0648\u0641\u0631 \u0645\u0646\u0638\u0648\u0631\u064b\u0627 \u0648\u0627\u0633\u0639\u064b\u0627\u060c \u0625\u0644\u0627 \u0623\u0646 \u0628\u0639\u0636 \u0627\u0644\u0639\u064a\u0648\u0628 \u0642\u062f \u062a\u0643\u0648\u0646 \u0645\u062e\u0641\u064a\u0629 \u0628\u0633\u0628\u0628 \u0627\u0644\u0646\u0628\u0627\u062a\u0627\u062a \u0627\u0644\u0643\u062b\u064a\u0641\u0629 \u0623\u0648 \u0627\u0644\u0647\u064a\u0627\u0643\u0644 \u0623\u0648 \u0638\u0631\u0648\u0641 \u0627\u0644\u0625\u0636\u0627\u0621\u0629 \u063a\u064a\u0631 \u0627\u0644\u0645\u0648\u0627\u062a\u064a\u0629.<\/li>\n<\/ul>\n\n\n\n<p>\u0648\u0639\u0644\u0649 \u0627\u0644\u0631\u063a\u0645 \u0645\u0646 \u0647\u0630\u0647 \u0627\u0644\u0642\u064a\u0648\u062f\u060c \u062a\u0638\u0644 \u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u062a\u0641\u062a\u064a\u0634 \u0627\u0644\u062c\u0648\u064a\u0629 \u0623\u062f\u0627\u0629 \u0642\u064a\u0645\u0629\u060c \u062e\u0627\u0635\u0629 \u0639\u0646\u062f \u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0647\u0627 \u0628\u0627\u0644\u062a\u0632\u0627\u0645\u0646 \u0645\u0639 \u062a\u0642\u0646\u064a\u0627\u062a \u0645\u0631\u0627\u0642\u0628\u0629 \u0623\u062e\u0631\u0649 \u0645\u062b\u0644 \u0627\u0644\u062a\u0642\u064a\u064a\u0645\u0627\u062a \u0627\u0644\u0623\u0631\u0636\u064a\u0629 \u0648\u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u062a\u0641\u062a\u064a\u0634 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0637\u0627\u0626\u0631\u0627\u062a \u0628\u062f\u0648\u0646 \u0637\u064a\u0627\u0631 \u0627\u0644\u0645\u062f\u0639\u0648\u0645\u0629 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u0627\u0644\u062a\u0641\u062a\u064a\u0634\u0627\u062a \u0627\u0644\u0623\u0631\u0636\u064a\u0629<\/h3>\n\n\n\n<p>\u062a\u062a\u0636\u0645\u0646 \u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u062a\u0641\u062a\u064a\u0634 \u0627\u0644\u0623\u0631\u0636\u064a\u0629 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0645\u0631\u0643\u0628\u0627\u062a \u0645\u062a\u062e\u0635\u0635\u0629 \u0648\u0623\u0646\u0638\u0645\u0629 \u0645\u0631\u0627\u0642\u0628\u0629 \u062b\u0627\u0628\u062a\u0629 \u0645\u0632\u0648\u062f\u0629 \u0628\u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u0643\u0634\u0641 \u0639\u0646 \u0627\u0644\u0636\u0648\u0621 \u0648\u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0645\u062f\u0649 (LIDAR)\u060c \u0648\u0643\u0627\u0645\u064a\u0631\u0627\u062a \u0627\u0644\u0623\u0634\u0639\u0629 \u062a\u062d\u062a \u0627\u0644\u062d\u0645\u0631\u0627\u0621\u060c \u0648\u0627\u0644\u0639\u062f\u0633\u0627\u062a \u0627\u0644\u062a\u0644\u0633\u0643\u0648\u0628\u064a\u0629 \u0644\u0627\u0644\u062a\u0642\u0627\u0637 \u0635\u0648\u0631 \u0645\u0641\u0635\u0644\u0629 \u0644\u062e\u0637\u0648\u0637 \u0627\u0644\u0637\u0627\u0642\u0629 \u0645\u0646 \u0627\u0644\u0623\u0631\u0636. \u062a\u0639\u062f \u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u062a\u0641\u062a\u064a\u0634 \u0647\u0630\u0647 \u0645\u0641\u064a\u062f\u0629 \u0628\u0634\u0643\u0644 \u062e\u0627\u0635 \u0644\u0645\u062d\u0637\u0627\u062a \u0627\u0644\u0637\u0627\u0642\u0629 \u0627\u0644\u0641\u0631\u0639\u064a\u0629 \u0648\u062e\u0637\u0648\u0637 \u0627\u0644\u062a\u0648\u0632\u064a\u0639 \u0630\u0627\u062a \u0627\u0644\u062c\u0647\u062f \u0627\u0644\u0645\u0646\u062e\u0641\u0636 \u0648\u0627\u0644\u0628\u0646\u064a\u0629 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629 \u0627\u0644\u0645\u0648\u062c\u0648\u062f\u0629 \u0641\u064a \u0627\u0644\u0645\u0646\u0627\u0637\u0642 \u0630\u0627\u062a \u0627\u0644\u0648\u0635\u0648\u0644 \u0627\u0644\u062c\u0648\u064a \u0627\u0644\u0645\u0642\u064a\u062f.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">\u0639\u0645\u0644\u064a\u0629 \u0627\u0644\u062a\u0641\u062a\u064a\u0634 \u0627\u0644\u0623\u0631\u0636\u064a<\/h4>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>\u0646\u0634\u0631 \u0645\u0631\u0643\u0628\u0627\u062a \u0627\u0644\u062a\u0641\u062a\u064a\u0634<\/strong> \u2013 \u062a\u0633\u064a\u0631 \u0634\u0627\u062d\u0646\u0627\u062a \u0627\u0644\u062e\u062f\u0645\u0627\u062a \u0627\u0644\u0645\u062c\u0647\u0632\u0629 \u0628\u0643\u0627\u0645\u064a\u0631\u0627\u062a \u0648\u0623\u062c\u0647\u0632\u0629 \u0627\u0633\u062a\u0634\u0639\u0627\u0631 LiDAR \u0639\u0644\u0649 \u0637\u0648\u0644 \u0637\u0631\u0642 \u062e\u0637\u0648\u0637 \u0627\u0644\u0637\u0627\u0642\u0629\u060c \u062d\u064a\u062b \u062a\u0644\u062a\u0642\u0637 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u062d\u0648\u0644 \u062d\u0627\u0644\u0629 \u0627\u0644\u0628\u0646\u064a\u0629 \u0627\u0644\u062a\u062d\u062a\u064a\u0629.<\/li>\n\n\n\n<li><strong>\u0645\u062d\u0637\u0627\u062a \u0627\u0644\u0631\u0635\u062f \u0627\u0644\u062b\u0627\u0628\u062a\u0629<\/strong> \u2013 \u062a\u0642\u0648\u0645 \u0628\u0639\u0636 \u0627\u0644\u0645\u0631\u0627\u0641\u0642 \u0627\u0644\u0639\u0627\u0645\u0629 \u0628\u062a\u062b\u0628\u064a\u062a \u0623\u0646\u0638\u0645\u0629 \u0645\u0631\u0627\u0642\u0628\u0629 \u0623\u0631\u0636\u064a\u0629 \u062f\u0627\u0626\u0645\u0629 \u0641\u064a \u0645\u0648\u0627\u0642\u0639 \u062d\u0631\u062c\u0629 \u0644\u062a\u062a\u0628\u0639 \u0623\u062f\u0627\u0621 \u0627\u0644\u062e\u0637\u0648\u0637 \u0648\u0627\u0644\u0639\u0648\u0627\u0645\u0644 \u0627\u0644\u0628\u064a\u0626\u064a\u0629 \u0628\u0634\u0643\u0644 \u0645\u0633\u062a\u0645\u0631.<\/li>\n\n\n\n<li><strong>\u0627\u0644\u0641\u062d\u0635 \u0639\u0646 \u0642\u0631\u0628<\/strong> - \u0641\u064a \u0627\u0644\u062d\u0627\u0644\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u062a\u0637\u0644\u0628 \u062f\u0642\u0629 \u0639\u0627\u0644\u064a\u0629\u060c \u064a\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u0645\u0641\u062a\u0634\u0648\u0646 \u0639\u062f\u0633\u0627\u062a \u062a\u0644\u0633\u0643\u0648\u0628\u064a\u0629 \u0623\u0648 \u0647\u064a\u0627\u0643\u0644 \u062a\u0633\u0644\u0642 \u0644\u0627\u0644\u062a\u0642\u0627\u0637 \u0635\u0648\u0631 \u0645\u0641\u0635\u0644\u0629 \u0644\u0644\u0645\u0643\u0648\u0646\u0627\u062a.<\/li>\n\n\n\n<li><strong>\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0623\u062e\u0637\u0627\u0621<\/strong> - \u064a\u062a\u0645 \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u062c\u0645\u0639\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0628\u0631\u0627\u0645\u062c \u0645\u062a\u062e\u0635\u0635\u0629 \u0644\u062a\u062d\u062f\u064a\u062f \u0627\u0644\u062a\u0622\u0643\u0644 \u0648\u0627\u0644\u062a\u0622\u0643\u0644 \u0627\u0644\u0645\u064a\u0643\u0627\u0646\u064a\u0643\u064a \u0648\u062a\u062f\u0627\u062e\u0644 \u0627\u0644\u0646\u0628\u0627\u062a\u0627\u062a \u0648\u0627\u0644\u062a\u062f\u0647\u0648\u0631 \u0627\u0644\u0647\u064a\u0643\u0644\u064a.<\/li>\n<\/ol>\n\n\n\n<h4 class=\"wp-block-heading\">\u0645\u0632\u0627\u064a\u0627 \u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u062a\u0641\u062a\u064a\u0634 \u0627\u0644\u0623\u0631\u0636\u064a\u0629<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0627\u0644\u062a\u0635\u0648\u064a\u0631 \u0639\u0627\u0644\u064a \u0627\u0644\u062f\u0642\u0629<\/strong> \u2013 \u062a\u0648\u0641\u0631 \u0627\u0644\u0643\u0627\u0645\u064a\u0631\u0627\u062a \u0630\u0627\u062a \u0627\u0644\u0645\u062f\u0649 \u0627\u0644\u0642\u0631\u064a\u0628 \u0648\u0623\u062c\u0647\u0632\u0629 \u0627\u0633\u062a\u0634\u0639\u0627\u0631 LiDAR \u062a\u0642\u064a\u064a\u0645\u0627\u062a \u0645\u0641\u0635\u0644\u0629 \u0644\u0645\u0643\u0648\u0646\u0627\u062a \u062e\u0637\u0648\u0637 \u0627\u0644\u0637\u0627\u0642\u0629.<\/li>\n\n\n\n<li><strong>\u0628\u062f\u064a\u0644 \u0623\u0643\u062b\u0631 \u0623\u0645\u0627\u0646\u064b\u0627 \u0644\u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u062a\u0641\u062a\u064a\u0634 \u0628\u0648\u0627\u0633\u0637\u0629 \u0637\u0627\u0626\u0631\u0627\u062a \u0627\u0644\u0647\u0644\u064a\u0643\u0648\u0628\u062a\u0631<\/strong> - \u064a\u0632\u064a\u0644 \u0627\u0644\u062d\u0627\u062c\u0629 \u0625\u0644\u0649 \u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u0637\u064a\u0631\u0627\u0646\u060c \u0645\u0645\u0627 \u064a\u0642\u0644\u0644 \u0645\u0646 \u0627\u0644\u0645\u062e\u0627\u0637\u0631 \u0627\u0644\u0645\u0631\u062a\u0628\u0637\u0629 \u0628\u0627\u0644\u0645\u0633\u0648\u062d\u0627\u062a \u0627\u0644\u062c\u0648\u064a\u0629.<\/li>\n\n\n\n<li><strong>\u0625\u0645\u0643\u0627\u0646\u064a\u0627\u062a \u0627\u0644\u0645\u0631\u0627\u0642\u0628\u0629 \u0627\u0644\u0622\u0644\u064a\u0629<\/strong> - \u062a\u0633\u0645\u062d \u0628\u0639\u0636 \u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0628\u062c\u0645\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0628\u0634\u0643\u0644 \u0645\u0633\u062a\u0645\u0631\u060c \u0645\u0645\u0627 \u064a\u062f\u0639\u0645 \u062a\u062d\u0644\u064a\u0644 \u0623\u062f\u0627\u0621 \u0627\u0644\u0634\u0628\u0643\u0629 \u0639\u0644\u0649 \u0627\u0644\u0645\u062f\u0649 \u0627\u0644\u0637\u0648\u064a\u0644.<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">\u062d\u062f\u0648\u062f \u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u062a\u0641\u062a\u064a\u0634 \u0627\u0644\u0623\u0631\u0636\u064a\u0629<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0625\u0645\u0643\u0627\u0646\u064a\u0629 \u0627\u0644\u0648\u0635\u0648\u0644 \u0627\u0644\u0645\u062d\u062f\u0648\u062f\u0629 \u0641\u064a \u0627\u0644\u0645\u0646\u0627\u0637\u0642 \u0627\u0644\u0646\u0627\u0626\u064a\u0629<\/strong> \u2013 \u0642\u062f \u062a\u0648\u0627\u062c\u0647 \u0627\u0644\u0645\u0631\u0643\u0628\u0627\u062a \u0635\u0639\u0648\u0628\u0629 \u0641\u064a \u0627\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u0649 \u062e\u0637\u0648\u0637 \u0627\u0644\u0643\u0647\u0631\u0628\u0627\u0621 \u0641\u064a \u0627\u0644\u0645\u0646\u0627\u0637\u0642 \u0627\u0644\u062c\u0628\u0644\u064a\u0629 \u0623\u0648 \u0627\u0644\u062d\u0631\u062c\u064a\u0629 \u0623\u0648 \u0627\u0644\u0648\u0639\u0631\u0629.<\/li>\n\n\n\n<li><strong>\u062a\u062d\u062f\u064a\u0627\u062a \u0627\u0644\u062a\u0646\u0633\u064a\u0642<\/strong> - \u0642\u062f \u062a\u062a\u0637\u0644\u0628 \u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u062a\u0641\u062a\u064a\u0634 \u0627\u0644\u062d\u0635\u0648\u0644 \u0639\u0644\u0649 \u0625\u0630\u0646 \u0645\u0646 \u0623\u0635\u062d\u0627\u0628 \u0627\u0644\u0623\u0631\u0627\u0636\u064a \u0644\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u0649 \u0645\u0645\u0631\u0627\u062a \u062e\u0637\u0648\u0637 \u0627\u0644\u0637\u0627\u0642\u0629 \u0627\u0644\u0645\u0648\u062c\u0648\u062f\u0629 \u0639\u0644\u0649 \u0627\u0644\u0645\u0645\u062a\u0644\u0643\u0627\u062a \u0627\u0644\u062e\u0627\u0635\u0629.<\/li>\n\n\n\n<li><strong>\u062c\u0645\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0628\u0634\u0643\u0644 \u0623\u0628\u0637\u0623<\/strong> - \u0645\u0642\u0627\u0631\u0646\u0629 \u0628\u0627\u0644\u062a\u0641\u062a\u064a\u0634 \u0627\u0644\u062c\u0648\u064a \u0623\u0648 \u0639\u0628\u0631 \u0627\u0644\u0637\u0627\u0626\u0631\u0627\u062a \u0628\u062f\u0648\u0646 \u0637\u064a\u0627\u0631\u060c \u0641\u0625\u0646 \u0627\u0644\u062a\u0642\u064a\u064a\u0645\u0627\u062a \u0627\u0644\u0623\u0631\u0636\u064a\u0629 \u062a\u063a\u0637\u064a \u0645\u0633\u0627\u062d\u0629 \u0623\u0642\u0644 \u0641\u064a \u0648\u0642\u062a \u0645\u0639\u064a\u0646.<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1024\" height=\"683\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/02\/4-16-1024x683.jpg\" alt=\"\" class=\"wp-image-173986\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/02\/4-16-1024x683.jpg 1024w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/02\/4-16-300x200.jpg 300w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/02\/4-16-768x512.jpg 768w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/02\/4-16-1536x1024.jpg 1536w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/02\/4-16-2048x1365.jpg 2048w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/02\/4-16-18x12.jpg 18w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">\u062a\u062d\u062f\u064a\u0627\u062a \u0637\u0631\u0642 \u0627\u0644\u062a\u0641\u062a\u064a\u0634 \u0627\u0644\u062a\u0642\u0644\u064a\u062f\u064a\u0629<\/h3>\n\n\n\n<p>\u0641\u064a \u062d\u064a\u0646 \u0643\u0627\u0646\u062a \u0637\u0631\u0642 \u0627\u0644\u062a\u0641\u062a\u064a\u0634 \u0627\u0644\u062a\u0642\u0644\u064a\u062f\u064a\u0629 \u0641\u0639\u0651\u0627\u0644\u0629 \u0641\u064a \u0627\u0644\u062d\u0641\u0627\u0638 \u0639\u0644\u0649 \u0645\u0648\u062b\u0648\u0642\u064a\u0629 \u0634\u0628\u0643\u0629 \u0627\u0644\u0637\u0627\u0642\u0629\u060c \u0625\u0644\u0627 \u0623\u0646\u0647\u0627 \u062a\u0643\u0627\u0641\u062d \u0644\u0645\u0648\u0627\u0643\u0628\u0629 \u0627\u0644\u0645\u062a\u0637\u0644\u0628\u0627\u062a \u0627\u0644\u062d\u062f\u064a\u062b\u0629 \u0644\u0644\u0643\u0641\u0627\u0621\u0629 \u0648\u062e\u0641\u0636 \u0627\u0644\u062a\u0643\u0627\u0644\u064a\u0641 \u0648\u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0623\u0639\u0637\u0627\u0644 \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0641\u0639\u0644\u064a. \u0648\u062a\u0634\u0645\u0644 \u0628\u0639\u0636 \u0627\u0644\u0642\u064a\u0648\u062f \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629 \u0645\u0627 \u064a\u0644\u064a:<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>\u0643\u062b\u0627\u0641\u0629 \u0627\u0644\u0648\u0642\u062a \u0648\u0627\u0644\u0645\u0648\u0627\u0631\u062f<\/strong> \u2013 \u062a\u062a\u0637\u0644\u0628 \u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u062a\u0641\u062a\u064a\u0634 \u0627\u0644\u064a\u062f\u0648\u064a\u0629 \u0648\u0627\u0644\u062c\u0648\u064a\u0629 \u062a\u062e\u0637\u064a\u0637\u064b\u0627 \u0645\u0643\u062b\u0641\u064b\u0627 \u0648\u0645\u0648\u0638\u0641\u064a\u0646 \u0645\u0647\u0631\u0629 \u0648\u062a\u0643\u0627\u0644\u064a\u0641 \u062a\u0634\u063a\u064a\u0644\u064a\u0629 \u0639\u0627\u0644\u064a\u0629.<\/li>\n\n\n\n<li><strong>\u0627\u0644\u0635\u064a\u0627\u0646\u0629 \u0627\u0644\u062a\u0641\u0627\u0639\u0644\u064a\u0629 \u0628\u062f\u0644\u0627\u064b \u0645\u0646 \u0627\u0644\u0635\u064a\u0627\u0646\u0629 \u0627\u0644\u0627\u0633\u062a\u0628\u0627\u0642\u064a\u0629<\/strong> - \u062a\u0639\u062a\u0645\u062f \u0645\u0639\u0638\u0645 \u0627\u0644\u0637\u0631\u0642 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\u0623\u0648 \u064a\u062a\u0633\u0628\u0628 \u0641\u064a \u0627\u0646\u0642\u0637\u0627\u0639 \u0627\u0644\u062a\u064a\u0627\u0631 \u0627\u0644\u0643\u0647\u0631\u0628\u0627\u0626\u064a<\/li>\n<\/ul>\n\n\n\n<p>\u062a\u0633\u062a\u0637\u064a\u0639 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0639\u064a\u0648\u0628 \u0627\u0644\u062f\u0642\u064a\u0642\u0629 \u0641\u064a \u0627\u0644\u0645\u0631\u0627\u062d\u0644 \u0627\u0644\u0645\u0628\u0643\u0631\u0629 \u0648\u0627\u0644\u062a\u064a \u0642\u062f \u064a\u063a\u0641\u0644 \u0639\u0646\u0647\u0627 \u0627\u0644\u0645\u0641\u062a\u0634\u0648\u0646 \u0627\u0644\u0628\u0634\u0631\u064a\u0648\u0646\u060c \u0645\u0645\u0627 \u064a\u0633\u0645\u062d \u0628\u0625\u062c\u0631\u0627\u0621 \u062a\u062f\u062e\u0644\u0627\u062a \u0627\u0644\u0635\u064a\u0627\u0646\u0629 \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0645\u0646\u0627\u0633\u0628. \u0648\u0639\u0644\u0627\u0648\u0629 \u0639\u0644\u0649 \u0630\u0644\u0643\u060c \u062a\u062a\u062d\u0633\u0646 \u0634\u0628\u0643\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642\u060c \u0645\u062b\u0644 \u0627\u0644\u0634\u0628\u0643\u0627\u062a \u0627\u0644\u0639\u0635\u0628\u064a\u0629 \u0627\u0644\u062a\u0644\u0627\u0641\u064a\u0641\u064a\u0629 (CNNs)\u060c \u0628\u0645\u0631\u0648\u0631 \u0627\u0644\u0648\u0642\u062a \u0645\u0639 \u062a\u0639\u0631\u0636\u0647\u0627 \u0644\u0645\u0632\u064a\u062f \u0645\u0646 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u062f\u0631\u064a\u0628\u060c \u0645\u0645\u0627 \u064a\u0639\u0632\u0632 \u062f\u0642\u062a\u0647\u0627 \u0628\u0627\u0633\u062a\u0645\u0631\u0627\u0631.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">2. \u0627\u0644\u0645\u0631\u0627\u0642\u0628\u0629 \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0641\u0639\u0644\u064a \u0648\u0627\u0644\u0627\u0633\u062a\u062c\u0627\u0628\u0629 \u0627\u0644\u0633\u0631\u064a\u0639\u0629<\/h4>\n\n\n\n<p>\u0639\u0644\u0649 \u0639\u0643\u0633 \u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u062a\u0641\u062a\u064a\u0634 \u0627\u0644\u062a\u0642\u0644\u064a\u062f\u064a\u0629 \u0627\u0644\u062a\u064a \u062a\u062a\u0645 \u0628\u0634\u0643\u0644 \u062f\u0648\u0631\u064a\u060c \u062a\u062a\u064a\u062d \u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0645\u0631\u0627\u0642\u0628\u0629 \u0627\u0644\u062a\u064a \u062a\u0639\u0645\u0644 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0645\u0631\u0627\u0642\u0628\u0629 \u0645\u0633\u062a\u0645\u0631\u0629 \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0641\u0639\u0644\u064a \u0644\u062e\u0637\u0648\u0637 \u0627\u0644\u0637\u0627\u0642\u0629. \u062a\u0648\u0641\u0631 \u0623\u062c\u0647\u0632\u0629 \u0627\u0633\u062a\u0634\u0639\u0627\u0631 \u0625\u0646\u062a\u0631\u0646\u062a \u0627\u0644\u0623\u0634\u064a\u0627\u0621 (IoT) \u0648\u0627\u0644\u0637\u0627\u0626\u0631\u0627\u062a \u0628\u062f\u0648\u0646 \u0637\u064a\u0627\u0631 \u0648\u0635\u0648\u0631 \u0627\u0644\u0623\u0642\u0645\u0627\u0631 \u0627\u0644\u0635\u0646\u0627\u0639\u064a\u0629 \u0627\u0644\u062a\u064a \u062a\u0639\u0645\u0644 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u062a\u062f\u0641\u0642\u0627\u062a \u0628\u064a\u0627\u0646\u0627\u062a \u062b\u0627\u0628\u062a\u0629\u060c \u0648\u0627\u0644\u062a\u064a \u062a\u0639\u0627\u0644\u062c\u0647\u0627 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0639\u0644\u0649 \u0627\u0644\u0641\u0648\u0631 \u0644\u0644\u0643\u0634\u0641 \u0639\u0646 \u0627\u0644\u0634\u0630\u0648\u0630.<\/p>\n\n\n\n<h5 class=\"wp-block-heading\">\u0645\u0632\u0627\u064a\u0627 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\u0648\u0627\u0644\u0627\u0633\u062a\u062c\u0627\u0628\u0627\u062a \u0627\u0644\u0622\u0644\u064a\u0629<\/strong> \u2013 \u064a\u0645\u0643\u0646 \u0644\u0634\u0631\u0643\u0627\u062a \u0627\u0644\u0645\u0631\u0627\u0641\u0642 \u062f\u0645\u062c \u0627\u0644\u0645\u0631\u0627\u0642\u0628\u0629 \u0627\u0644\u0645\u062f\u0639\u0648\u0645\u0629 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0645\u0639 \u0628\u0631\u0646\u0627\u0645\u062c \u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0634\u0628\u0643\u0629 \u0644\u062a\u0634\u063a\u064a\u0644 \u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u0635\u064a\u0627\u0646\u0629 \u062a\u0644\u0642\u0627\u0626\u064a\u064b\u0627.<\/li>\n\n\n\n<li><strong>\u062a\u0642\u0644\u064a\u0644 \u0648\u0642\u062a \u0627\u0644\u062a\u0648\u0642\u0641<\/strong> \u2013 \u0627\u0644\u062a\u0639\u0631\u0641 \u0627\u0644\u0633\u0631\u064a\u0639 \u0648\u0627\u0644\u0627\u0633\u062a\u062c\u0627\u0628\u0629 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\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0644\u0645\u0631\u0627\u0642\u0628\u0629 \u062e\u0637\u0648\u0637 \u0627\u0644\u0637\u0627\u0642\u0629<\/h2>\n\n\n\n<p>\u0623\u062f\u0649 \u062f\u0645\u062c \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0641\u064a \u0645\u0631\u0627\u0642\u0628\u0629 \u062e\u0637\u0648\u0637 \u0627\u0644\u0637\u0627\u0642\u0629 \u0625\u0644\u0649 \u062a\u062d\u0648\u0644 \u0643\u0628\u064a\u0631 \u0641\u064a \u0643\u064a\u0641\u064a\u0629 \u0641\u062d\u0635 \u0627\u0644\u0645\u0631\u0627\u0641\u0642 \u0627\u0644\u0639\u0627\u0645\u0629 \u0648\u0635\u064a\u0627\u0646\u0629 \u0648\u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0634\u0628\u0643\u0627\u062a \u0627\u0644\u0643\u0647\u0631\u0628\u0627\u0626\u064a\u0629. \u062a\u0639\u0645\u0644 \u0627\u0644\u062d\u0644\u0648\u0644 \u0627\u0644\u062a\u064a \u062a\u0639\u062a\u0645\u062f \u0639\u0644\u0649 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src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/02\/4-2-1024x683.jpg\" alt=\"\" class=\"wp-image-173793\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/02\/4-2-1024x683.jpg 1024w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/02\/4-2-300x200.jpg 300w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/02\/4-2-768x512.jpg 768w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">1. \u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u062a\u0641\u062a\u064a\u0634 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0637\u0627\u0626\u0631\u0627\u062a \u0628\u062f\u0648\u0646 \u0637\u064a\u0627\u0631<\/h3>\n\n\n\n<p>\u0623\u0635\u0628\u062d\u062a \u0627\u0644\u0637\u0627\u0626\u0631\u0627\u062a \u0628\u062f\u0648\u0646 \u0637\u064a\u0627\u0631 (UAVs)\u060c \u0627\u0644\u0645\u0639\u0631\u0648\u0641\u0629 \u0628\u0627\u0633\u0645 \u0627\u0644\u0637\u0627\u0626\u0631\u0627\u062a \u0628\u062f\u0648\u0646 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\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0628\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0635\u0648\u0631 \u0644\u0644\u0643\u0634\u0641 \u0639\u0646 \u0627\u0644\u062a\u0622\u0643\u0644 \u0648\u0627\u0644\u0627\u062a\u0635\u0627\u0644\u0627\u062a \u0627\u0644\u0641\u0636\u0641\u0627\u0636\u0629 \u0648\u0627\u0644\u0633\u062e\u0648\u0646\u0629 \u0627\u0644\u0632\u0627\u0626\u062f\u0629 \u0648\u0627\u0644\u0639\u064a\u0648\u0628 \u0627\u0644\u0647\u064a\u0643\u0644\u064a\u0629.<\/li>\n\n\n\n<li><strong>\u0627\u0644\u062a\u0642\u0627\u0631\u064a\u0631 \u0627\u0644\u0622\u0644\u064a\u0629<\/strong> \u2013 \u062a\u0642\u0648\u0645 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0628\u0625\u0646\u0634\u0627\u0621 \u062a\u0642\u0627\u0631\u064a\u0631 \u0645\u0641\u0635\u0644\u0629 \u0645\u0639 \u0625\u062c\u0631\u0627\u0621\u0627\u062a \u0627\u0644\u0635\u064a\u0627\u0646\u0629 \u0627\u0644\u0645\u0648\u0635\u0649 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\u0627\u0644\u0634\u0627\u0626\u0639\u0629 \u0627\u0644\u062a\u064a \u062a\u0645 \u062a\u062d\u062f\u064a\u062f\u0647\u0627 \u0645\u0646 \u062e\u0644\u0627\u0644 \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0635\u0648\u0631 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0627\u0644\u0639\u0648\u0627\u0632\u0644 \u0627\u0644\u0645\u062a\u0634\u0642\u0642\u0629 \u0623\u0648 \u0627\u0644\u0645\u0644\u0648\u062b\u0629<\/strong> \u2013 \u064a\u0643\u062a\u0634\u0641 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0634\u0642\u0648\u0642 \u0648\u062a\u0631\u0627\u0643\u0645 \u0627\u0644\u0623\u0648\u0633\u0627\u062e \u0648\u0627\u0644\u062a\u062a\u0628\u0639 \u0627\u0644\u0643\u0647\u0631\u0628\u0627\u0626\u064a \u0639\u0644\u0649 \u0627\u0644\u0639\u0648\u0627\u0632\u0644 \u0627\u0644\u062a\u064a \u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u0624\u062f\u064a \u0625\u0644\u0649 \u062d\u062f\u0648\u062b \u0645\u0627\u0633 \u0643\u0647\u0631\u0628\u0627\u0626\u064a.<\/li>\n\n\n\n<li><strong>\u0627\u0644\u0645\u0648\u0635\u0644\u0627\u062a \u0627\u0644\u0645\u062d\u0645\u0648\u0645\u0629<\/strong> \u2013 \u062a\u0639\u0645\u0644 \u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u062a\u0635\u0648\u064a\u0631 \u0627\u0644\u062d\u0631\u0627\u0631\u064a \u0628\u0627\u0644\u0623\u0634\u0639\u0629 \u062a\u062d\u062a \u0627\u0644\u062d\u0645\u0631\u0627\u0621 \u0639\u0644\u0649 \u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0646\u0642\u0627\u0637 \u0627\u0644\u0633\u0627\u062e\u0646\u0629 \u0641\u064a \u0627\u0644\u0645\u0648\u0635\u0644\u0627\u062a\u060c \u0648\u0627\u0644\u062a\u064a \u0642\u062f \u062a\u0634\u064a\u0631 \u0625\u0644\u0649 \u0645\u0642\u0627\u0648\u0645\u0629 \u0632\u0627\u0626\u062f\u0629 \u0623\u0648 \u0645\u0643\u0648\u0646\u0627\u062a \u0641\u0627\u0634\u0644\u0629.<\/li>\n\n\n\n<li><strong>\u0627\u0644\u0645\u0643\u0648\u0646\u0627\u062a \u0627\u0644\u0645\u0639\u062f\u0646\u064a\u0629 \u0627\u0644\u0645\u062a\u0622\u0643\u0644\u0629<\/strong> \u2013 \u062a\u0639\u0645\u0644 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0639\u0644\u0649 \u062a\u0642\u064a\u064a\u0645 \u0645\u0633\u062a\u0648\u064a\u0627\u062a \u0627\u0644\u062a\u0622\u0643\u0644 \u0641\u064a \u0647\u064a\u0627\u0643\u0644 \u062e\u0637\u0648\u0637 \u0627\u0644\u0637\u0627\u0642\u0629\u060c \u0645\u0645\u0627 \u064a\u0633\u0627\u0639\u062f \u0634\u0631\u0643\u0627\u062a \u0627\u0644\u0645\u0631\u0627\u0641\u0642 \u0639\u0644\u0649 \u062c\u062f\u0648\u0644\u0629 \u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u0627\u0633\u062a\u0628\u062f\u0627\u0644 \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0645\u0646\u0627\u0633\u0628.<\/li>\n\n\n\n<li><strong>\u0643\u0633\u0631 \u0627\u0644\u0623\u0630\u0631\u0639 \u0627\u0644\u0645\u062a\u0642\u0627\u0637\u0639\u0629 \u0648\u0627\u0644\u0636\u0639\u0641 \u0627\u0644\u0647\u064a\u0643\u0644\u064a<\/strong> \u2013 \u062a\u0639\u0645\u0644 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u0631\u0624\u064a\u0629 \u0627\u0644\u062d\u0627\u0633\u0648\u0628\u064a\u0629 \u0639\u0644\u0649 \u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0643\u0633\u0648\u0631\u060c \u0648\u0627\u0644\u0645\u0633\u0627\u0645\u064a\u0631 \u0627\u0644\u0645\u0641\u0642\u0648\u062f\u0629\u060c \u0648\u0627\u0644\u0639\u0646\u0627\u0635\u0631 \u0627\u0644\u0647\u064a\u0643\u0644\u064a\u0629 \u0627\u0644\u0636\u0639\u064a\u0641\u0629.<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">\u0643\u064a\u0641 \u062a\u0639\u0645\u0644 \u062a\u062d\u0644\u064a\u0644\u0627\u062a \u0627\u0644\u0635\u0648\u0631 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\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0639\u0644\u0649 \u0625\u0632\u0627\u0644\u0629 \u0627\u0644\u0636\u0648\u0636\u0627\u0621 \u0645\u0646 \u0627\u0644\u0635\u0648\u0631 \u0648\u062a\u0639\u0632\u064a\u0632 \u0645\u064a\u0632\u0627\u062a \u0627\u0644\u0639\u064a\u0648\u0628 \u0627\u0644\u062d\u0631\u062c\u0629.<\/li>\n\n\n\n<li><strong>\u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0639\u064a\u0648\u0628 \u0648\u062a\u0635\u0646\u064a\u0641\u0647\u0627<\/strong> - \u062a\u0642\u0648\u0645 \u0627\u0644\u0634\u0628\u0643\u0627\u062a \u0627\u0644\u0639\u0635\u0628\u064a\u0629 \u0628\u062a\u0642\u0633\u064a\u0645 \u0627\u0644\u0635\u0648\u0631 \u0648\u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0634\u0630\u0648\u0630 \u0639\u0644\u0649 \u0623\u0633\u0627\u0633 \u0634\u062f\u062a\u0647.<\/li>\n\n\n\n<li><strong>\u062a\u062d\u062f\u064a\u062f \u0623\u0648\u0644\u0648\u064a\u0627\u062a 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\u2013 \u062a\u0639\u0645\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0639\u0644\u0649 \u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0645\u0643\u0648\u0646\u0627\u062a \u0627\u0644\u0645\u0641\u0642\u0648\u062f\u0629 \u0627\u0644\u062a\u064a \u0642\u062f \u062a\u0639\u0631\u0636 \u0627\u0644\u0639\u0648\u0627\u0632\u0644 \u0644\u0644\u062a\u062f\u0647\u0648\u0631 \u0627\u0644\u0628\u064a\u0626\u064a.<\/li>\n\n\n\n<li><strong>\u0634\u0642\u0648\u0642 \u0641\u064a \u0627\u0644\u0623\u0639\u0645\u062f\u0629 \u0648\u0627\u0644\u0623\u0630\u0631\u0639 \u0627\u0644\u0645\u062a\u0642\u0627\u0637\u0639\u0629<\/strong> - \u062a\u0642\u0648\u0645 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642 \u0628\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0634\u0642\u0648\u0642 \u0641\u064a \u0627\u0644\u0647\u064a\u0627\u0643\u0644 \u0627\u0644\u062e\u0634\u0628\u064a\u0629 \u0648\u0627\u0644\u062e\u0631\u0633\u0627\u0646\u064a\u0629\u060c \u0648\u062a\u062d\u062f\u064a\u062f \u062a\u0642\u062f\u0645\u0647\u0627 \u0628\u0645\u0631\u0648\u0631 \u0627\u0644\u0648\u0642\u062a.<\/li>\n\n\n\n<li><strong>\u0623\u0636\u0631\u0627\u0631 \u0646\u0642\u0627\u0631 \u0627\u0644\u062e\u0634\u0628 \u0639\u0644\u0649 \u0627\u0644\u0623\u0639\u0645\u062f\u0629 \u0627\u0644\u062e\u0634\u0628\u064a\u0629<\/strong> \u2013 \u064a\u0643\u062a\u0634\u0641 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u062a\u0634\u0648\u0647\u0627\u062a \u0627\u0644\u0647\u064a\u0643\u0644\u064a\u0629 \u0627\u0644\u0635\u063a\u064a\u0631\u0629 \u0627\u0644\u0646\u0627\u062c\u0645\u0629 \u0639\u0646 \u0646\u0634\u0627\u0637 \u0627\u0644\u062d\u064a\u0648\u0627\u0646\u0627\u062a\u060c \u0645\u0645\u0627 \u064a\u0645\u0646\u0639 \u0627\u0646\u0647\u064a\u0627\u0631 \u0627\u0644\u0623\u0639\u0645\u062f\u0629 \u0627\u0644\u0645\u062d\u062a\u0645\u0644.<\/li>\n\n\n\n<li><strong>\u062a\u0639\u062f\u064a \u0627\u0644\u0646\u0628\u0627\u062a\u0627\u062a \u0639\u0644\u0649 \u062e\u0637\u0648\u0637 \u0627\u0644\u0643\u0647\u0631\u0628\u0627\u0621<\/strong> \u2013 \u062a\u0642\u0648\u0645 \u0627\u0644\u062e\u0631\u0627\u0626\u0637 \u0627\u0644\u062a\u062d\u0644\u064a\u0644\u064a\u0629 \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0629 \u0627\u0644\u0645\u062f\u0639\u0648\u0645\u0629 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0628\u0631\u0633\u0645 \u0646\u0645\u0648 \u0627\u0644\u063a\u0637\u0627\u0621 \u0627\u0644\u0646\u0628\u0627\u062a\u064a \u0628\u0627\u0644\u0642\u0631\u0628 \u0645\u0646 \u062e\u0637\u0648\u0637 \u0627\u0644\u0643\u0647\u0631\u0628\u0627\u0621 \u0648\u062a\u0642\u064a\u064a\u0645 \u0645\u062e\u0627\u0637\u0631 \u0627\u0644\u062d\u0631\u0627\u0626\u0642.<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">\u0643\u064a\u0641 \u062a\u0642\u0648\u0645 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0628\u0623\u062a\u0645\u062a\u0629 \u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0639\u064a\u0648\u0628<\/h4>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>\u0625\u062f\u062e\u0627\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/strong> \u2013 \u062a\u0639\u0645\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0639\u0644\u0649 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0635\u0648\u0631 \u0627\u0644\u062c\u0648\u064a\u0629 \u0648\u0633\u062d\u0628 \u0646\u0642\u0627\u0637 LiDAR \u0648\u0627\u0644\u0645\u0633\u062d \u0627\u0644\u062d\u0631\u0627\u0631\u064a \u0645\u0646 \u0645\u0635\u0627\u062f\u0631 \u0645\u062e\u062a\u0644\u0641\u0629.<\/li>\n\n\n\n<li><strong>\u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0644\u0645\u064a\u0632\u0627\u062a<\/strong> \u2013 \u062a\u0633\u0644\u0637 \u0627\u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u0636\u0648\u0621 \u0639\u0644\u0649 \u0627\u0644\u0623\u0634\u0643\u0627\u0644 \u0648\u0627\u0644\u0623\u0644\u0648\u0627\u0646 \u0648\u0627\u062e\u062a\u0644\u0627\u0641\u0627\u062a \u062f\u0631\u062c\u0627\u062a \u0627\u0644\u062d\u0631\u0627\u0631\u0629 \u0648\u0627\u0644\u0645\u0644\u0645\u0633 \u0627\u0644\u0645\u0631\u062a\u0628\u0637 \u0628\u0639\u064a\u0648\u0628 \u062e\u0637\u0648\u0637 \u0627\u0644\u0637\u0627\u0642\u0629.<\/li>\n\n\n\n<li><strong>\u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u062e\u0637\u0623<\/strong> \u2013 \u062a\u0642\u0648\u0645 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0628\u062a\u0635\u0646\u064a\u0641 \u0643\u0644 \u0645\u0634\u0643\u0644\u0629 \u064a\u062a\u0645 \u0627\u0643\u062a\u0634\u0627\u0641\u0647\u0627 \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0634\u062f\u062a\u0647\u0627 \u0648\u0645\u0648\u0642\u0639\u0647\u0627 \u0648\u062a\u0623\u062b\u064a\u0631\u0647\u0627 \u0627\u0644\u0645\u062d\u062a\u0645\u0644 \u0639\u0644\u0649 \u0627\u0633\u062a\u0642\u0631\u0627\u0631 \u0627\u0644\u0634\u0628\u0643\u0629.<\/li>\n\n\n\n<li><strong>\u0631\u0624\u0649 \u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u062a\u0646\u0641\u064a\u0630<\/strong> - \u064a\u0642\u0648\u0645 \u0627\u0644\u0646\u0638\u0627\u0645 \u0628\u0625\u0646\u0634\u0627\u0621 \u062a\u0646\u0628\u064a\u0647\u0627\u062a \u0627\u0644\u0635\u064a\u0627\u0646\u0629 \u0648\u062a\u0642\u064a\u064a\u0645 \u0627\u0644\u0645\u062e\u0627\u0637\u0631 \u0648\u062c\u062f\u0627\u0648\u0644 \u0627\u0644\u0625\u0635\u0644\u0627\u062d \u0627\u0644\u0645\u0648\u0635\u0649 \u0628\u0647\u0627.<\/li>\n<\/ol>\n\n\n\n<p>\u0645\u0646 \u062e\u0644\u0627\u0644 \u0623\u062a\u0645\u062a\u0629 \u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0639\u064a\u0648\u0628 \u0648\u062a\u0635\u0646\u064a\u0641\u0647\u0627\u060c \u062a\u0639\u0645\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0639\u0644\u0649 \u062a\u0642\u0644\u064a\u0644 \u062a\u0643\u0627\u0644\u064a\u0641 \u0627\u0644\u062a\u0641\u062a\u064a\u0634 \u0648\u062a\u0633\u0627\u0639\u062f \u0627\u0644\u0645\u0631\u0627\u0641\u0642 \u0639\u0644\u0649 \u062a\u062d\u062f\u064a\u062f \u0623\u0648\u0644\u0648\u064a\u0627\u062a \u0627\u0644\u0625\u0635\u0644\u0627\u062d\u0627\u062a \u0627\u0644\u0639\u0627\u062c\u0644\u0629\u060c \u0648\u0645\u0646\u0639 \u062a\u0641\u0627\u0642\u0645 \u0627\u0644\u0645\u0634\u0643\u0644\u0627\u062a \u0627\u0644\u0628\u0633\u064a\u0637\u0629 \u0625\u0644\u0649 \u0623\u0639\u0637\u0627\u0644 \u0643\u0628\u064a\u0631\u0629.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">4. \u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0627\u062a \u0627\u0644\u0635\u064a\u0627\u0646\u0629 \u0627\u0644\u062a\u0646\u0628\u0624\u064a\u0629 \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>\u0625\u0646 \u0635\u064a\u0627\u0646\u0629 \u0634\u0628\u0643\u0627\u062a \u0627\u0644\u0637\u0627\u0642\u0629 \u0627\u0644\u062a\u0642\u0644\u064a\u062f\u064a\u0629 \u0625\u0645\u0627 \u0623\u0646 \u062a\u0643\u0648\u0646 \u062a\u0641\u0627\u0639\u0644\u064a\u0629 (\u0627\u0644\u0627\u0633\u062a\u062c\u0627\u0628\u0629 \u0644\u0644\u0623\u0639\u0637\u0627\u0644) \u0623\u0648 \u062a\u0639\u062a\u0645\u062f \u0639\u0644\u0649 \u0627\u0644\u0648\u0642\u062a (\u0627\u0644\u0641\u062d\u0648\u0635\u0627\u062a \u0627\u0644\u0645\u062c\u062f\u0648\u0644\u0629). \u0648\u0645\u0639 \u0630\u0644\u0643\u060c \u0641\u0625\u0646 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u064a\u0645\u0643\u0651\u0646 \u0627\u0644\u0635\u064a\u0627\u0646\u0629 \u0627\u0644\u062a\u0646\u0628\u0624\u064a\u0629\u060c \u0627\u0644\u062a\u064a \u062a\u062a\u0646\u0628\u0623 \u0628\u0627\u0644\u0623\u0639\u0637\u0627\u0644 \u0642\u0628\u0644 \u062d\u062f\u0648\u062b\u0647\u0627\u060c \u0645\u0645\u0627 \u064a\u0633\u0645\u062d \u0644\u0634\u0631\u0643\u0627\u062a \u0627\u0644\u0645\u0631\u0627\u0641\u0642 \u0628\u0627\u0644\u062a\u062f\u062e\u0644 \u0628\u0634\u0643\u0644 \u0627\u0633\u062a\u0628\u0627\u0642\u064a.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">\u0643\u064a\u0641 \u062a\u0639\u0645\u0644 \u0627\u0644\u0635\u064a\u0627\u0646\u0629 \u0627\u0644\u062a\u0646\u0628\u0624\u064a\u0629 \u0627\u0644\u0645\u0639\u062a\u0645\u062f\u0629 \u0639\u0644\u0649 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u062c\u0645\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0645\u0646 \u0623\u062c\u0647\u0632\u0629 \u0627\u0633\u062a\u0634\u0639\u0627\u0631 \u0625\u0646\u062a\u0631\u0646\u062a \u0627\u0644\u0623\u0634\u064a\u0627\u0621<\/strong> \u2013 \u062a\u0642\u0648\u0645 \u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u0627\u0633\u062a\u0634\u0639\u0627\u0631 \u0627\u0644\u0630\u0643\u064a\u0629 \u0627\u0644\u0645\u062b\u0628\u062a\u0629 \u0639\u0644\u0649 \u062e\u0637\u0648\u0637 \u0627\u0644\u0637\u0627\u0642\u0629 \u0628\u062c\u0645\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u062d\u0648\u0644 \u062f\u0631\u062c\u0629 \u0627\u0644\u062d\u0631\u0627\u0631\u0629 \u0648\u0627\u0644\u0645\u0642\u0627\u0648\u0645\u0629 \u0627\u0644\u0643\u0647\u0631\u0628\u0627\u0626\u064a\u0629 \u0648\u0627\u0644\u0627\u0647\u062a\u0632\u0627\u0632 \u0648\u0627\u0644\u0625\u062c\u0647\u0627\u062f \u0627\u0644\u0645\u064a\u0643\u0627\u0646\u064a\u0643\u064a.<\/li>\n\n\n\n<li><strong>\u062a\u062d\u0644\u064a\u0644 \u0623\u0646\u0645\u0627\u0637 \u0627\u0644\u0641\u0634\u0644 \u0627\u0644\u062a\u0627\u0631\u064a\u062e\u064a\u0629<\/strong> - \u062a\u062f\u0631\u0633 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0623\u0639\u0637\u0627\u0644 \u0627\u0644\u0634\u0628\u0643\u0629 \u0627\u0644\u0633\u0627\u0628\u0642\u0629 \u0644\u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0638\u0631\u0648\u0641 \u0627\u0644\u062a\u064a \u062a\u0633\u0628\u0642 \u0623\u0639\u0637\u0627\u0644 \u0627\u0644\u0645\u0643\u0648\u0646\u0627\u062a.<\/li>\n\n\n\n<li><strong>\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062a\u0646\u0628\u0624 \u0628\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a<\/strong> <strong>- \u062a\u062a\u0646\u0628\u0623 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0628\u0645\u0648\u0639\u062f \u0648\u0635\u0648\u0644 \u0627\u0644\u0645\u0643\u0648\u0646\u0627\u062a \u0625\u0644\u0649 \u0639\u062a\u0628\u0629 \u0641\u0634\u0644\u0647\u0627 \u0648\u062a\u0648\u0635\u064a \u0628\u0625\u062c\u0631\u0627\u0621\u0627\u062a \u0648\u0642\u0627\u0626\u064a\u0629.<\/strong><\/li>\n\n\n\n<li><strong>\u0623\u0648\u0627\u0645\u0631 \u0627\u0644\u0639\u0645\u0644 \u0627\u0644\u0622\u0644\u064a\u0629<\/strong> - \u0639\u0646\u062f\u0645\u0627 \u064a\u0643\u062a\u0634\u0641 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0623\u0639\u0637\u0627\u0644\u064b\u0627 \u0645\u062d\u062a\u0645\u0644\u0629\u060c \u0641\u0625\u0646\u0647 \u064a\u0639\u0645\u0644 \u0639\u0644\u0649 \u062c\u062f\u0648\u0644\u0629 \u0627\u0644\u0635\u064a\u0627\u0646\u0629 \u0644\u0625\u062c\u0631\u0627\u0621 \u0627\u0644\u0625\u0635\u0644\u0627\u062d\u0627\u062a \u0627\u0644\u0644\u0627\u0632\u0645\u0629.<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">\u0641\u0648\u0627\u0626\u062f \u0627\u0644\u0635\u064a\u0627\u0646\u0629 \u0627\u0644\u062a\u0646\u0628\u0624\u064a\u0629 \u0627\u0644\u0645\u0639\u062a\u0645\u062f\u0629 \u0639\u0644\u0649 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0625\u0637\u0627\u0644\u0629 \u0639\u0645\u0631 \u0627\u0644\u0628\u0646\u064a\u0629 \u0627\u0644\u062a\u062d\u062a\u064a\u0629<\/strong> - \u0627\u0644\u0643\u0634\u0641 \u0627\u0644\u0645\u0628\u0643\u0631 \u0639\u0646 \u0627\u0644\u062a\u062f\u0647\u0648\u0631 \u064a\u0645\u0646\u0639 \u0627\u0644\u062a\u0622\u0643\u0644 \u0627\u0644\u0645\u0641\u0631\u0637.<\/li>\n\n\n\n<li><strong>\u064a\u0642\u0644\u0644 \u0645\u0646 \u0625\u0635\u0644\u0627\u062d\u0627\u062a \u0627\u0644\u0637\u0648\u0627\u0631\u0626 \u0648\u0648\u0642\u062a \u0627\u0644\u062a\u0648\u0642\u0641 \u0639\u0646 \u0627\u0644\u0639\u0645\u0644<\/strong> - \u0627\u0644\u062a\u062f\u062e\u0644\u0627\u062a \u0627\u0644\u0645\u062c\u062f\u0648\u0644\u0629 \u062a\u0645\u0646\u0639 \u0627\u0646\u0642\u0637\u0627\u0639 \u0627\u0644\u062a\u064a\u0627\u0631 \u0627\u0644\u0643\u0647\u0631\u0628\u0627\u0626\u064a \u063a\u064a\u0631 \u0627\u0644\u0645\u062a\u0648\u0642\u0639.<\/li>\n\n\n\n<li><strong>\u062a\u062d\u0633\u064a\u0646 \u062a\u062e\u0635\u064a\u0635 \u0627\u0644\u0645\u0648\u0627\u0631\u062f<\/strong> - \u064a\u062a\u0645 \u0646\u0634\u0631 \u0623\u0637\u0642\u0645 \u0627\u0644\u0635\u064a\u0627\u0646\u0629 \u0641\u0642\u0637 \u0639\u0646\u062f \u0627\u0644\u0636\u0631\u0648\u0631\u0629\u060c \u0645\u0645\u0627 \u064a\u062d\u0633\u0646 \u0627\u0644\u0643\u0641\u0627\u0621\u0629 \u0627\u0644\u062a\u0634\u063a\u064a\u0644\u064a\u0629.<\/li>\n<\/ul>\n\n\n\n<p>\u062a\u0633\u0645\u062d \u0627\u0644\u0635\u064a\u0627\u0646\u0629 \u0627\u0644\u062a\u0646\u0628\u0624\u064a\u0629 \u0627\u0644\u0645\u062f\u0639\u0648\u0645\u0629 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0644\u0644\u0645\u0631\u0627\u0641\u0642 \u0627\u0644\u0639\u0627\u0645\u0629 \u0628\u0627\u0644\u062a\u062d\u0648\u0644 \u0645\u0646 \u0627\u0644\u0627\u0633\u062a\u062c\u0627\u0628\u0627\u062a \u0627\u0644\u0637\u0627\u0631\u0626\u0629 \u0627\u0644\u0645\u0643\u0644\u0641\u0629 \u0625\u0644\u0649 \u0646\u0647\u062c \u0623\u0643\u062b\u0631 \u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0629 \u0648\u0627\u0633\u062a\u0628\u0627\u0642\u064a\u0629.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">5. \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0644\u062c\u062f\u0648\u0644\u0629 \u0627\u0644\u0635\u064a\u0627\u0646\u0629 \u0627\u0644\u0645\u062b\u0627\u0644\u064a\u0629<\/h3>\n\n\n\n<p>\u064a\u0639\u0645\u0644 \u062c\u062f\u0648\u0644 \u0627\u0644\u0635\u064a\u0627\u0646\u0629 \u0627\u0644\u0645\u062f\u0639\u0648\u0645 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0639\u0644\u0649 \u062a\u062d\u0633\u064a\u0646 \u0625\u062c\u0631\u0627\u0621\u0627\u062a \u0627\u0644\u0625\u0635\u0644\u0627\u062d \u0648\u0627\u0644\u062a\u0641\u062a\u064a\u0634 \u0645\u0646 \u062e\u0644\u0627\u0644 \u062a\u062d\u0644\u064a\u0644 \u0628\u064a\u0627\u0646\u0627\u062a \u0623\u062f\u0627\u0621 \u0627\u0644\u0634\u0628\u0643\u0629 \u0648\u0638\u0631\u0648\u0641 \u0627\u0644\u0637\u0642\u0633 \u0648\u0633\u062c\u0644\u0627\u062a \u0627\u0644\u0635\u064a\u0627\u0646\u0629 \u0627\u0644\u062a\u0627\u0631\u064a\u062e\u064a\u0629.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">\u0627\u0644\u0645\u064a\u0632\u0627\u062a \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629 \u0644\u062c\u062f\u0648\u0644\u0629 \u0627\u0644\u0635\u064a\u0627\u0646\u0629 \u0627\u0644\u0645\u062d\u0633\u0651\u0646\u0629 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0623\u0648\u0644\u0648\u064a\u0627\u062a \u0639\u0644\u0649 \u0623\u0633\u0627\u0633 \u0627\u0644\u0645\u062e\u0627\u0637\u0631<\/strong> \u2013 \u062a\u0642\u0648\u0645 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0628\u062a\u0635\u0646\u064a\u0641 \u0645\u0647\u0627\u0645 \u0627\u0644\u0635\u064a\u0627\u0646\u0629 \u062d\u0633\u0628 \u062f\u0631\u062c\u0629 \u0627\u0644\u0625\u0644\u062d\u0627\u062d \u0648\u0627\u0644\u062a\u0623\u062b\u064a\u0631 \u0639\u0644\u0649 \u0627\u0644\u0634\u0628\u0643\u0629\u060c \u0645\u0645\u0627 \u064a\u0636\u0645\u0646 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0642\u0636\u0627\u064a\u0627 \u0627\u0644\u062d\u0631\u062c\u0629 \u0623\u0648\u0644\u0627\u064b.<\/li>\n\n\n\n<li><strong>\u0627\u0639\u062a\u0628\u0627\u0631\u0627\u062a \u0627\u0644\u0637\u0642\u0633 \u0648\u0627\u0644\u0628\u064a\u0626\u0629<\/strong> \u2013 \u062a\u0623\u062e\u0630 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0641\u064a \u0627\u0644\u0627\u0639\u062a\u0628\u0627\u0631 \u0639\u0648\u0627\u0645\u0644 \u0645\u062b\u0644 \u0627\u0644\u0639\u0648\u0627\u0635\u0641 \u0648\u062f\u0631\u062c\u0627\u062a \u0627\u0644\u062d\u0631\u0627\u0631\u0629 \u0627\u0644\u0642\u0635\u0648\u0649 \u0648\u0645\u062e\u0627\u0637\u0631 \u062d\u0631\u0627\u0626\u0642 \u0627\u0644\u063a\u0627\u0628\u0627\u062a \u0639\u0646\u062f \u0627\u0644\u062a\u062e\u0637\u064a\u0637 \u0644\u062c\u062f\u0627\u0648\u0644 \u0627\u0644\u0635\u064a\u0627\u0646\u0629.<\/li>\n\n\n\n<li><strong>\u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0642\u0648\u0649 \u0627\u0644\u0639\u0627\u0645\u0644\u0629 \u0648\u0627\u0644\u0645\u0648\u0627\u0631\u062f<\/strong> \u2013 \u062a\u062a\u0646\u0628\u0623 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0628\u0645\u062a\u0637\u0644\u0628\u0627\u062a \u0639\u0628\u0621 \u0627\u0644\u0639\u0645\u0644 \u0648\u062a\u0648\u0632\u0639 \u0627\u0644\u0623\u0637\u0642\u0645 \u0628\u0643\u0641\u0627\u0621\u0629\u060c \u0645\u0645\u0627 \u064a\u0642\u0644\u0644 \u0645\u0646 \u062a\u0643\u0627\u0644\u064a\u0641 \u0627\u0644\u0639\u0645\u0627\u0644\u0629.<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">\u0645\u0632\u0627\u064a\u0627 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0641\u064a \u062c\u062f\u0648\u0644\u0629 \u0627\u0644\u0635\u064a\u0627\u0646\u0629<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u064a\u0642\u0644\u0644 \u0645\u0646 \u0627\u0646\u0642\u0637\u0627\u0639\u0627\u062a \u0625\u0645\u062f\u0627\u062f \u0627\u0644\u0637\u0627\u0642\u0629<\/strong> - \u064a\u062a\u0645 \u062c\u062f\u0648\u0644\u0629 \u0627\u0644\u0635\u064a\u0627\u0646\u0629 \u062e\u0644\u0627\u0644 \u0641\u062a\u0631\u0627\u062a \u0627\u0646\u062e\u0641\u0627\u0636 \u0627\u0644\u0637\u0644\u0628\u060c \u0645\u0645\u0627 \u064a\u0645\u0646\u0639 \u0627\u0646\u0642\u0637\u0627\u0639 \u0627\u0644\u062a\u064a\u0627\u0631 \u0627\u0644\u0643\u0647\u0631\u0628\u0627\u0626\u064a.<\/li>\n\n\n\n<li><strong>\u062a\u062d\u0633\u064a\u0646 \u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0623\u0635\u0648\u0644 \u0639\u0644\u0649 \u0627\u0644\u0645\u062f\u0649 \u0627\u0644\u0637\u0648\u064a\u0644<\/strong> \u2013 \u062a\u0639\u0645\u0644 \u0627\u0644\u062a\u062d\u0644\u064a\u0644\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 \u0639\u0644\u0649 \u062a\u0639\u0632\u064a\u0632 \u062a\u062e\u0637\u064a\u0637 \u0627\u0644\u0627\u0633\u062a\u062b\u0645\u0627\u0631 \u0641\u064a \u0627\u0644\u0628\u0646\u064a\u0629 \u0627\u0644\u062a\u062d\u062a\u064a\u0629.<\/li>\n\n\n\n<li><strong>\u064a\u0639\u0632\u0632 \u0627\u0644\u0643\u0641\u0627\u0621\u0629 \u0627\u0644\u062a\u0634\u063a\u064a\u0644\u064a\u0629<\/strong> \u2013 \u064a\u0645\u0643\u0646 \u0644\u0644\u0645\u0631\u0627\u0641\u0642 \u0627\u0644\u0639\u0627\u0645\u0629 \u0623\u062a\u0645\u062a\u0629 \u0633\u064a\u0631 \u0639\u0645\u0644 \u0627\u0644\u0635\u064a\u0627\u0646\u0629\u060c \u0645\u0645\u0627 \u064a\u0642\u0644\u0644 \u0645\u0646 \u062c\u0647\u0648\u062f \u0627\u0644\u062a\u0646\u0633\u064a\u0642 \u0627\u0644\u064a\u062f\u0648\u064a.<\/li>\n<\/ul>\n\n\n\n<p>\u0645\u0646 \u062e\u0644\u0627\u0644 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0644\u062c\u062f\u0648\u0644\u0629 \u0627\u0644\u0635\u064a\u0627\u0646\u0629 \u0627\u0644\u0630\u0643\u064a\u0629\u060c \u062a\u0639\u0645\u0644 \u0634\u0631\u0643\u0627\u062a \u0627\u0644\u0637\u0627\u0642\u0629 \u0639\u0644\u0649 \u062a\u0639\u0638\u064a\u0645 \u0645\u0648\u062b\u0648\u0642\u064a\u0629 \u0627\u0644\u0634\u0628\u0643\u0629 \u0645\u0639 \u062a\u0642\u0644\u064a\u0644 \u0627\u0644\u0627\u0636\u0637\u0631\u0627\u0628\u0627\u062a \u0627\u0644\u062a\u0634\u063a\u064a\u0644\u064a\u0629.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"311\" height=\"67\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2023\/01\/flypixai-Green-header-logo.png\" alt=\"\" class=\"wp-image-155864\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2023\/01\/flypixai-Green-header-logo.png 311w, https:\/\/flypix.ai\/wp-content\/uploads\/2023\/01\/flypixai-Green-header-logo-300x65.png 300w\" sizes=\"(max-width: 311px) 100vw, 311px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\u062a\u062d\u0633\u064a\u0646 \u0645\u0631\u0627\u0642\u0628\u0629 \u062e\u0637\u0648\u0637 \u0627\u0644\u0637\u0627\u0642\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 FlyPix AI<\/h2>\n\n\n\n<p>\u0641\u064a <a href=\"https:\/\/flypix.ai\/ar\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u0641\u0644\u0627\u064a 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\u0627\u0644\u062a\u0641\u062a\u064a\u0634 \u0627\u0644\u0628\u0635\u0631\u064a\u0629 \u0627\u0644\u064a\u062f\u0648\u064a\u0629\u060c \u0648\u0645\u0633\u0648\u062d\u0627\u062a \u0627\u0644\u0645\u0631\u0648\u062d\u064a\u0627\u062a\u060c \u0648\u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0644\u064a\u062f\u0627\u0631 \u0627\u0644\u0623\u0631\u0636\u064a\u0629\u060c \u0648\u0627\u0644\u0637\u0627\u0626\u0631\u0627\u062a \u0628\u062f\u0648\u0646 \u0637\u064a\u0627\u0631 \u0627\u0644\u062a\u064a \u062a\u0639\u0645\u0644 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u0627\u0644\u0645\u062c\u0647\u0632\u0629 \u0628\u0643\u0627\u0645\u064a\u0631\u0627\u062a \u062d\u0631\u0627\u0631\u064a\u0629 \u0648\u0639\u0627\u0644\u064a\u0629 \u0627\u0644\u062f\u0642\u0629. \u064a\u0642\u0648\u0645 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0628\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u062c\u0645\u0639\u0629 \u0644\u0644\u0643\u0634\u0641 \u0639\u0646 \u0627\u0644\u0623\u0639\u0637\u0627\u0644 \u0648\u0627\u0644\u062a\u0646\u0628\u0624 \u0628\u0627\u062d\u062a\u064a\u0627\u062c\u0627\u062a \u0627\u0644\u0635\u064a\u0627\u0646\u0629.<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1739182795065\"><strong class=\"schema-faq-question\">\u0643\u064a\u0641 \u064a\u0639\u0645\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0639\u0644\u0649 \u062a\u062d\u0633\u064a\u0646 \u0639\u0645\u0644\u064a\u0627\u062a \u0641\u062d\u0635 \u062e\u0637\u0648\u0637 \u0627\u0644\u0637\u0627\u0642\u0629\u061f<\/strong> <p class=\"schema-faq-answer\">\u062a\u0639\u0645\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0639\u0644\u0649 \u0623\u062a\u0645\u062a\u0629 \u062c\u0645\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u062a\u062d\u0644\u064a\u0644\u0647\u0627\u060c \u0645\u0645\u0627 \u064a\u0632\u064a\u062f \u0645\u0646 \u0627\u0644\u062f\u0642\u0629 \u0648\u0627\u0644\u0643\u0641\u0627\u0621\u0629. \u0648\u062a\u0643\u062a\u0634\u0641 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0627\u0644\u0639\u064a\u0648\u0628 \u0645\u062b\u0644 \u0627\u0644\u0634\u0642\u0648\u0642 \u0648\u0627\u0644\u062a\u0622\u0643\u0644 \u0648\u062a\u0639\u062f\u064a \u0627\u0644\u063a\u0637\u0627\u0621 \u0627\u0644\u0646\u0628\u0627\u062a\u064a\u060c \u0645\u0645\u0627 \u064a\u0642\u0644\u0644 \u0645\u0646 \u0627\u0644\u062e\u0637\u0623 \u0627\u0644\u0628\u0634\u0631\u064a \u0648\u064a\u0645\u0643\u0651\u0646 \u0627\u0644\u0635\u064a\u0627\u0646\u0629 \u0627\u0644\u062a\u0646\u0628\u0624\u064a\u0629.<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1739182814652\"><strong class=\"schema-faq-question\">\u0645\u0627 \u0647\u0648 \u0627\u0644\u062f\u0648\u0631 \u0627\u0644\u0630\u064a \u062a\u0644\u0639\u0628\u0647 \u0627\u0644\u0637\u0627\u0626\u0631\u0627\u062a \u0628\u062f\u0648\u0646 \u0637\u064a\u0627\u0631 \u0641\u064a \u0645\u0631\u0627\u0642\u0628\u0629 \u062e\u0637\u0648\u0637 \u0627\u0644\u0643\u0647\u0631\u0628\u0627\u0621\u061f<\/strong> <p class=\"schema-faq-answer\">\u062a\u0644\u062a\u0642\u0637 \u0627\u0644\u0637\u0627\u0626\u0631\u0627\u062a \u0628\u062f\u0648\u0646 \u0637\u064a\u0627\u0631 \u0635\u0648\u0631\u064b\u0627 \u0639\u0627\u0644\u064a\u0629 \u0627\u0644\u062f\u0642\u0629 \u0648\u0645\u0633\u062d\u064b\u0627 \u062d\u0631\u0627\u0631\u064a\u064b\u0627 \u0644\u062e\u0637\u0648\u0637 \u0627\u0644\u0637\u0627\u0642\u0629. \u062a\u0639\u0627\u0644\u062c \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0647\u0630\u0647 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a 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<div class=\"schema-faq-section\" id=\"faq-question-1739182848473\"><strong class=\"schema-faq-question\">\u0645\u0627 \u0647\u064a \u0627\u0644\u062a\u062d\u062f\u064a\u0627\u062a \u0627\u0644\u0645\u0648\u062c\u0648\u062f\u0629 \u0641\u064a \u062a\u0637\u0628\u064a\u0642 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0641\u064a \u0639\u0645\u0644\u064a\u0627\u062a \u062a\u0641\u062a\u064a\u0634 \u062e\u0637\u0648\u0637 \u0627\u0644\u0637\u0627\u0642\u0629\u061f<\/strong> <p class=\"schema-faq-answer\">\u0648\u062a\u0634\u0645\u0644 \u0627\u0644\u062a\u062d\u062f\u064a\u0627\u062a \u0645\u062e\u0627\u0648\u0641 \u062a\u062a\u0639\u0644\u0642 \u0628\u062e\u0635\u0648\u0635\u064a\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0623\u0645\u0646\u0647\u0627\u060c \u0648\u0627\u0644\u062a\u0643\u0627\u0645\u0644 \u0645\u0639 \u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0642\u062f\u064a\u0645\u0629\u060c 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\u0645\u0631\u0627\u0642\u0628\u0629 \u062e\u0637\u0648\u0637 \u0627\u0644\u0637\u0627\u0642\u0629\u061f<\/strong> <p class=\"schema-faq-answer\">\u064a\u062a\u0636\u0645\u0646 \u0627\u0644\u0645\u0633\u062a\u0642\u0628\u0644 \u0645\u0631\u0627\u0642\u0628\u0629 \u0627\u0644\u0634\u0628\u0643\u0629 \u0627\u0644\u0630\u0643\u064a\u0629 \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0641\u0639\u0644\u064a \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0623\u062c\u0647\u0632\u0629 \u0627\u0633\u062a\u0634\u0639\u0627\u0631 \u0625\u0646\u062a\u0631\u0646\u062a \u0627\u0644\u0623\u0634\u064a\u0627\u0621\u060c \u0648\u0637\u0627\u0626\u0631\u0627\u062a \u0628\u062f\u0648\u0646 \u0637\u064a\u0627\u0631 \u0630\u0627\u062a\u064a\u0629 \u0627\u0644\u062a\u0634\u063a\u064a\u0644 \u0628\u0627\u0644\u0643\u0627\u0645\u0644 \u0644\u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u062a\u0641\u062a\u064a\u0634\u060c \u0648\u0627\u062a\u062e\u0627\u0630 \u0627\u0644\u0642\u0631\u0627\u0631\u0627\u062a \u0627\u0644\u0645\u0639\u0632\u0632\u0629 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a. \u0633\u062a\u0624\u062f\u064a \u0647\u0630\u0647 \u0627\u0644\u0627\u0628\u062a\u0643\u0627\u0631\u0627\u062a \u0625\u0644\u0649 \u0625\u0646\u0634\u0627\u0621 \u0634\u0628\u0643\u0629 \u0637\u0627\u0642\u0629 \u0623\u0643\u062b\u0631 \u0645\u0631\u0648\u0646\u0629 \u0648\u0630\u0643\u0627\u0621\u064b.<\/p> <\/div> <\/div>","protected":false},"excerpt":{"rendered":"<p>Power lines serve as the backbone of modern electricity distribution, carrying energy from power plants to businesses and homes. Monitoring these lines is essential to ensure grid reliability, prevent outages, and maintain safety standards. Traditional inspection methods involve manual visual checks, helicopter surveys, and ground-based assessments. These techniques, while effective, often suffer from inefficiencies such [&hellip;]<\/p>\n","protected":false},"author":5,"featured_media":173983,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-173982","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-articles"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Advanced Power Line Monitoring with AI and UAV Technology<\/title>\n<meta name=\"description\" content=\"Discover how AI-powered drones and deep learning enhance power line monitoring, improving safety, accuracy, and efficiency in electrical grid inspections.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" 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AI analyzes the collected data to detect faults and predict maintenance needs.","inLanguage":"ar"},"inLanguage":"ar"},{"@type":"Question","@id":"https:\/\/flypix.ai\/power-line-monitoring\/#faq-question-1739182795065","position":2,"url":"https:\/\/flypix.ai\/power-line-monitoring\/#faq-question-1739182795065","name":"\u0643\u064a\u0641 \u064a\u0639\u0645\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0639\u0644\u0649 \u062a\u062d\u0633\u064a\u0646 \u0639\u0645\u0644\u064a\u0627\u062a \u0641\u062d\u0635 \u062e\u0637\u0648\u0637 \u0627\u0644\u0637\u0627\u0642\u0629\u061f","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"AI automates data collection and analysis, increasing accuracy and efficiency. Machine learning algorithms detect faults such as cracks, corrosion, and vegetation encroachment, reducing human error and enabling predictive maintenance.","inLanguage":"ar"},"inLanguage":"ar"},{"@type":"Question","@id":"https:\/\/flypix.ai\/power-line-monitoring\/#faq-question-1739182814652","position":3,"url":"https:\/\/flypix.ai\/power-line-monitoring\/#faq-question-1739182814652","name":"\u0645\u0627 \u0647\u0648 \u0627\u0644\u062f\u0648\u0631 \u0627\u0644\u0630\u064a \u062a\u0644\u0639\u0628\u0647 \u0627\u0644\u0637\u0627\u0626\u0631\u0627\u062a \u0628\u062f\u0648\u0646 \u0637\u064a\u0627\u0631 \u0641\u064a \u0645\u0631\u0627\u0642\u0628\u0629 \u062e\u0637\u0648\u0637 \u0627\u0644\u0643\u0647\u0631\u0628\u0627\u0621\u061f","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Drones capture high-resolution images and thermal scans of power lines. AI processes this data to identify defects, reducing inspection time, costs, and safety risks associated with manual inspections.","inLanguage":"ar"},"inLanguage":"ar"},{"@type":"Question","@id":"https:\/\/flypix.ai\/power-line-monitoring\/#faq-question-1739182829674","position":4,"url":"https:\/\/flypix.ai\/power-line-monitoring\/#faq-question-1739182829674","name":"\u0645\u0627 \u0647\u064a \u0641\u0648\u0627\u0626\u062f \u0627\u0644\u0635\u064a\u0627\u0646\u0629 \u0627\u0644\u062a\u0646\u0628\u0624\u064a\u0629 \u0627\u0644\u0645\u0639\u062a\u0645\u062f\u0629 \u0639\u0644\u0649 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u061f","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Predictive maintenance uses AI to analyze historical and real-time data, forecasting potential failures before they happen. This minimizes unplanned outages, extends equipment lifespan, and optimizes maintenance schedules.","inLanguage":"ar"},"inLanguage":"ar"},{"@type":"Question","@id":"https:\/\/flypix.ai\/power-line-monitoring\/#faq-question-1739182848473","position":5,"url":"https:\/\/flypix.ai\/power-line-monitoring\/#faq-question-1739182848473","name":"\u0645\u0627 \u0647\u064a \u0627\u0644\u062a\u062d\u062f\u064a\u0627\u062a \u0627\u0644\u0645\u0648\u062c\u0648\u062f\u0629 \u0641\u064a \u062a\u0637\u0628\u064a\u0642 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0641\u064a \u0639\u0645\u0644\u064a\u0627\u062a \u062a\u0641\u062a\u064a\u0634 \u062e\u0637\u0648\u0637 \u0627\u0644\u0637\u0627\u0642\u0629\u061f","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Challenges include data privacy and security concerns, integration with legacy systems, regulatory compliance, and the need for skilled personnel to operate AI-powered solutions. Addressing these issues is key to widespread adoption.","inLanguage":"ar"},"inLanguage":"ar"},{"@type":"Question","@id":"https:\/\/flypix.ai\/power-line-monitoring\/#faq-question-1739182863737","position":6,"url":"https:\/\/flypix.ai\/power-line-monitoring\/#faq-question-1739182863737","name":"\u0645\u0627 \u0647\u0648 \u0645\u0633\u062a\u0642\u0628\u0644 \u0645\u0631\u0627\u0642\u0628\u0629 \u062e\u0637\u0648\u0637 \u0627\u0644\u0637\u0627\u0642\u0629\u061f","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"The future involves real-time smart grid monitoring with IoT sensors, fully autonomous drones for inspections, and AI-enhanced decision-making. These innovations will create a more resilient and intelligent power grid.","inLanguage":"ar"},"inLanguage":"ar"}]}},"_links":{"self":[{"href":"https:\/\/flypix.ai\/ar\/wp-json\/wp\/v2\/posts\/173982","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/flypix.ai\/ar\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/flypix.ai\/ar\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ar\/wp-json\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ar\/wp-json\/wp\/v2\/comments?post=173982"}],"version-history":[{"count":0,"href":"https:\/\/flypix.ai\/ar\/wp-json\/wp\/v2\/posts\/173982\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ar\/wp-json\/wp\/v2\/media\/173983"}],"wp:attachment":[{"href":"https:\/\/flypix.ai\/ar\/wp-json\/wp\/v2\/media?parent=173982"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/flypix.ai\/ar\/wp-json\/wp\/v2\/categories?post=173982"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/flypix.ai\/ar\/wp-json\/wp\/v2\/tags?post=173982"}],"curies":[{"name":"\u0648\u0648\u0631\u062f\u0628\u0631\u064a\u0633","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}