{"id":3059,"date":"2026-01-31T20:15:42","date_gmt":"2026-01-31T12:15:42","guid":{"rendered":"https:\/\/sridrone.com\/when-purchasing-firefighting-drones-equipped-with-ai-recognition-features-how-should-i-test-their-recognition-accuracy\/"},"modified":"2026-01-31T20:15:42","modified_gmt":"2026-01-31T12:15:42","slug":"%d8%b9%d9%86%d8%af-%d8%b4%d8%b1%d8%a7%d8%a1-%d8%b7%d8%a7%d8%a6%d8%b1%d8%a7%d8%aa-%d8%a8%d8%af%d9%88%d9%86-%d8%b7%d9%8a%d8%a7%d8%b1-%d9%84%d9%85%d9%83%d8%a7%d9%81%d8%ad%d8%a9-%d8%a7%d9%84%d8%ad%d8%b1-50","status":"publish","type":"post","link":"https:\/\/sridrone.com\/ar\/when-purchasing-firefighting-drones-equipped-with-ai-recognition-features-how-should-i-test-their-recognition-accuracy\/","title":{"rendered":"\u0639\u0646\u062f \u0634\u0631\u0627\u0621 \u0637\u0627\u0626\u0631\u0627\u062a \u0628\u062f\u0648\u0646 \u0637\u064a\u0627\u0631 \u0644\u0645\u0643\u0627\u0641\u062d\u0629 \u0627\u0644\u062d\u0631\u0627\u0626\u0642 \u0645\u062c\u0647\u0632\u0629 \u0628\u0645\u064a\u0632\u0627\u062a \u0627\u0644\u062a\u0639\u0631\u0641 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u060c \u0643\u064a\u0641 \u064a\u062c\u0628 \u0623\u0646 \u0623\u062e\u062a\u0628\u0631 \u062f\u0642\u0629 \u0627\u0644\u062a\u0639\u0631\u0641 \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0647\u0627\u061f"},"content":{"rendered":"<p style=\"float: right; margin-left: 15px; margin-bottom: 15px;\">\n  <img decoding=\"async\" src=\"https:\/\/sridrone.com\/wp-content\/uploads\/2026\/01\/v2-article-1769861685053-1.jpg\" alt=\"\u0635\u0648\u0631\u0629 \u0645\u062a\u0639\u0644\u0642\u0629 \u0628\u0645\u062d\u062a\u0648\u0649 \u0627\u0644\u0645\u0642\u0627\u0644 (ID#1)\" class=\"top-image-square\">\n<\/p>\n<p>\u0639\u0646\u062f\u0645\u0627 \u0642\u0645\u0646\u0627 \u0628\u062a\u0637\u0648\u064a\u0631 \u0628\u0631\u0646\u0627\u0645\u062c SkyRover\u060c \u0639\u0644\u0645\u0646\u0627 \u0623\u0646 \u0627\u0644\u0627\u0639\u062a\u0645\u0627\u062f \u0641\u0642\u0637 \u0639\u0644\u0649 \u0627\u0644\u0643\u062a\u064a\u0628\u0627\u062a \u0623\u0645\u0631 \u062e\u0637\u064a\u0631 <a href=\"https:\/\/www.iso.org\/committee\/268058.html\" target=\"_blank\" rel=\"noopener noreferrer\">\u0627\u0644\u0642\u064a\u0627\u0633\u0627\u062a \u0627\u0644\u062d\u064a\u0648\u064a\u0629<\/a> <sup id=\"ref-1\"><a href=\"#footnote-1\" class=\"footnote-ref\">1<\/a><\/sup>. \u063a\u0627\u0644\u0628\u064b\u0627 \u0645\u0627 \u064a\u0639\u0645\u064a \u0627\u0644\u062f\u062e\u0627\u0646 \u0648\u0627\u0644\u0638\u0644\u0627\u0645 \u0627\u0644\u0645\u0633\u062a\u0634\u0639\u0631\u0627\u062a \u0627\u0644\u0642\u064a\u0627\u0633\u064a\u0629\u060c \u0645\u0645\u0627 \u064a\u0639\u0631\u0636 \u0645\u0647\u0645\u062a\u0643 \u0648\u0627\u0633\u062a\u062b\u0645\u0627\u0631\u0643 \u0644\u062e\u0637\u0631 \u062c\u0633\u064a\u0645.<\/p>\n<p><strong>\u064a\u062c\u0628 \u0639\u0644\u064a\u0643 \u0637\u0644\u0628 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u062d\u0642\u0642 \u0627\u0644\u062a\u064a \u062a\u0641\u0635\u0644 \u0638\u0631\u0648\u0641 \u0627\u0644\u062a\u062f\u0631\u064a\u0628 \u0648\u0625\u062c\u0631\u0627\u0621 \u0627\u062e\u062a\u0628\u0627\u0631\u0627\u062a \u0645\u064a\u062f\u0627\u0646\u064a\u0629 \u0645\u0636\u0628\u0648\u0637\u0629 <a href=\"https:\/\/www.nvidia.com\/en-us\/glossary\/edge-ai\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u062d\u0627\u0641\u0629 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/a> <sup id=\"ref-2\"><a href=\"#footnote-2\" class=\"footnote-ref\">2<\/a><\/sup>. \u062a\u062d\u0642\u0642 \u0645\u0646 \u0625\u0639\u062f\u0627\u062f\u0627\u062a \u0627\u0644\u0639\u0632\u0644 \u0627\u0644\u062d\u0631\u0627\u0631\u064a \u0627\u0644\u0645\u062d\u062f\u062f\u0629 \u0644\u0627\u062e\u062a\u0631\u0627\u0642 \u0627\u0644\u062f\u062e\u0627\u0646\u060c \u0648\u0642\u0645 \u0628\u0642\u064a\u0627\u0633 \u0632\u0645\u0646 \u0627\u0644\u0627\u0633\u062a\u062c\u0627\u0628\u0629 \u0644\u0644\u062a\u0646\u0628\u064a\u0647\u0627\u062a \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0641\u0639\u0644\u064a\u060c \u0648\u0627\u062e\u062a\u0628\u0631 \u0627\u0644\u0646\u0638\u0627\u0645 \u0628\u0634\u0643\u0644 \u0645\u0643\u062b\u0641 \u0636\u062f \u0645\u0635\u0627\u062f\u0631 \u0627\u0644\u062d\u0631\u0627\u0631\u0629 \u063a\u064a\u0631 \u0627\u0644\u062d\u0631\u064a\u0642 \u0644\u062a\u0642\u0644\u064a\u0644 \u0627\u0644\u0625\u0646\u0630\u0627\u0631\u0627\u062a \u0627\u0644\u0643\u0627\u0630\u0628\u0629 \u0642\u0628\u0644 \u0627\u0644\u0627\u0646\u062a\u0647\u0627\u0621 \u0645\u0646 \u0623\u064a \u0642\u0631\u0627\u0631 \u0634\u0631\u0627\u0621.<\/strong><\/p>\n<p>\u0644\u0636\u0645\u0627\u0646 \u0623\u062f\u0627\u0621 \u0623\u0633\u0637\u0648\u0644\u0643 \u0639\u0646\u062f\u0645\u0627 \u062a\u0643\u0648\u0646 \u0627\u0644\u0623\u0631\u0648\u0627\u062d \u0639\u0644\u0649 \u0627\u0644\u0645\u062d\u0643\u060c \u0627\u062a\u0628\u0639 \u0628\u0631\u0648\u062a\u0648\u0643\u0648\u0644\u0627\u062a \u0627\u0644\u0627\u062e\u062a\u0628\u0627\u0631 \u0627\u0644\u0645\u062d\u062f\u062f\u0629 \u0647\u0630\u0647.<\/p>\n<h2>How do I test the AI&#39;s ability to detect fire sources through heavy smoke and darkness?<\/h2>\n<p>\u062e\u0644\u0627\u0644 \u0645\u062d\u0627\u0643\u0627\u0629 \u0631\u062d\u0644\u0627\u062a\u0646\u0627 \u0627\u0644\u0644\u064a\u0644\u064a\u0629\u060c \u0648\u062c\u062f\u0646\u0627 \u0623\u0646 \u0627\u0644\u0643\u0627\u0645\u064a\u0631\u0627\u062a \u0627\u0644\u0642\u064a\u0627\u0633\u064a\u0629 \u062a\u0641\u0634\u0644 \u0641\u0648\u0631\u064b\u0627 \u0641\u064a \u0627\u0644\u062f\u062e\u0627\u0646 \u0627\u0644\u0643\u062b\u064a\u0641. \u0627\u0644\u0627\u0639\u062a\u0645\u0627\u062f \u0639\u0644\u0649 \u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u0627\u0633\u062a\u0634\u0639\u0627\u0631 \u0627\u0644\u0628\u0635\u0631\u064a\u0629 \u063a\u064a\u0631 \u0627\u0644\u0645\u062a\u062d\u0642\u0642 \u0645\u0646\u0647\u0627 \u064a\u062a\u0631\u0643 \u0641\u0631\u064a\u0642\u0643 \u0623\u0639\u0645\u0649 \u0639\u0646\u062f\u0645\u0627 \u062a\u0646\u062e\u0641\u0636 \u0627\u0644\u0631\u0624\u064a\u0629.<\/p>\n<p><strong>To test smoke penetration, evaluate the drone\u2019s thermal isotherm settings rather than visual feeds. Schedule flight tests during &#8220;thermal crossover&#8221; periods at dawn or dusk, and ensure the specific sensor fusion aligns accurately to identify heat signatures hidden behind visual obscurants.<\/strong><\/p>\n<p><img decoding=\"async\" src=\"https:\/\/sridrone.com\/wp-content\/uploads\/2026\/01\/v2-article-1769861686410-2.jpg\" alt=\"\u0627\u0644\u0645\u0631\u0626\u064a\u0627\u062a \u0627\u0644\u062f\u0627\u0639\u0645\u0629 \u0644\u0645\u062d\u062a\u0648\u0649 \u0627\u0644\u0645\u0642\u0627\u0644\u0629 (ID#2)\" title=\"\u0627\u0644\u0645\u0627\u062f\u0629 \u0627\u0644\u0645\u0631\u0626\u064a\u0629\"><\/p>\n<p>\u0639\u0646\u062f \u062a\u0642\u064a\u064a\u0645 \u0637\u0627\u0626\u0631\u0629 \u0631\u0628\u0627\u0639\u064a\u0629 \u0643\u0628\u064a\u0631\u0629 \u0644\u0642\u0645\u0639 \u0627\u0644\u062d\u0631\u0627\u0626\u0642\u060c \u063a\u0627\u0644\u0628\u064b\u0627 \u0645\u0627 \u062a\u0639\u0631\u0636 \u0627\u0644\u0645\u0648\u0627\u062f \u0627\u0644\u062a\u0633\u0648\u064a\u0642\u064a\u0629 \u0644\u0642\u0637\u0627\u062a \u0641\u064a\u062f\u064a\u0648 \u0648\u0627\u0636\u062d\u0629 \u062a\u0645\u0627\u0645\u064b\u0627. <a href=\"https:\/\/www.nfpa.org\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u0642\u0645\u0639 \u0627\u0644\u062d\u0631\u0627\u0626\u0642<\/a> <sup id=\"ref-3\"><a href=\"#footnote-3\" class=\"footnote-ref\">3<\/a><\/sup> \u0648\u0645\u0639 \u0630\u0644\u0643\u060c \u0641\u0625\u0646 \u0627\u0644\u062d\u0631\u0627\u0626\u0642 \u0641\u064a \u0627\u0644\u0639\u0627\u0644\u0645 \u0627\u0644\u062d\u0642\u064a\u0642\u064a \u0641\u0648\u0636\u0648\u064a\u0629 \u0648\u0645\u0638\u0644\u0645\u0629 \u0648\u062a\u062d\u062c\u0628\u0647\u0627 \u0627\u0644\u062c\u0633\u064a\u0645\u0627\u062a <a href=\"https:\/\/www.epa.gov\/pm-pollution\" target=\"_blank\" rel=\"noopener noreferrer\">\u0627\u0644\u062c\u0633\u064a\u0645\u0627\u062a<\/a> <sup id=\"ref-4\"><a href=\"#footnote-4\" class=\"footnote-ref\">4<\/a><\/sup> . \u0641\u064a \u0645\u062e\u062a\u0628\u0631\u0627\u062a\u0646\u0627 \u0627\u0644\u0647\u0646\u062f\u0633\u064a\u0629\u060c \u0631\u0623\u064a\u0646\u0627 \u0623\u0646 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062f\u0631\u0628\u0629 \u0628\u0634\u0643\u0644 \u0623\u0633\u0627\u0633\u064a \u0639\u0644\u0649 \u0644\u0642\u0637\u0627\u062a \u0648\u0627\u0636\u062d\u0629 \u0641\u064a \u0636\u0648\u0621 \u0627\u0644\u0646\u0647\u0627\u0631 \u062a\u0641\u0634\u0644 \u0628\u0634\u0643\u0644 \u0643\u0627\u0631\u062b\u064a \u0639\u0646\u062f \u062a\u0642\u062f\u064a\u0645\u0647\u0627 \u0625\u0644\u0649 \u062f\u062e\u0627\u0646 \u0643\u062b\u064a\u0641.<\/p>\n<p>\u0644\u0627\u062e\u062a\u0628\u0627\u0631 \u0630\u0644\u0643 \u0628\u062f\u0642\u0629\u060c \u064a\u062c\u0628 \u0623\u0646 \u062a\u0646\u0638\u0631 \u0625\u0644\u0649 \u0645\u0627 \u0647\u0648 \u0623\u0628\u0639\u062f \u0645\u0646 \u0627\u0644\u062a\u0639\u0631\u0641 \u0627\u0644\u0628\u0635\u0631\u064a \u0627\u0644\u0642\u064a\u0627\u0633\u064a. \u062a\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u0627\u0644\u062a\u062d\u0642\u0642 \u0645\u0646 <strong>\u0645\u0639\u0644\u0645\u0627\u062a \u0627\u0644\u0639\u0632\u0644 \u0627\u0644\u062d\u0631\u0627\u0631\u064a<\/strong>. \u064a\u0639\u0632\u0644 \u0627\u0644\u0639\u0632\u0644 \u0627\u0644\u062d\u0631\u0627\u0631\u064a \u0646\u0637\u0627\u0642\u0627\u062a \u062f\u0631\u062c\u0629 \u062d\u0631\u0627\u0631\u0629 \u0645\u062d\u062f\u062f\u0629\u060c \u0648\u064a\u0644\u0648\u0646\u0647\u0627 \u0628\u0628\u0631\u0627\u0639\u0629 \u0628\u064a\u0646\u0645\u0627 \u064a\u0628\u0647\u062a \u0643\u0644 \u0634\u064a\u0621 \u0622\u062e\u0631. <a href=\"https:\/\/www.flir.com\/discover\/professional-tools\/what-is-an-isotherm\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u0639\u0632\u0644 \u062d\u0631\u0627\u0631\u064a<\/a> <sup id=\"ref-5\"><a href=\"#footnote-5\" class=\"footnote-ref\">5<\/a><\/sup> \u062a\u0639\u0631\u0636 \u0627\u0644\u0643\u0627\u0645\u064a\u0631\u0627 \u0627\u0644\u062d\u0631\u0627\u0631\u064a\u0629 \u0627\u0644\u0639\u0627\u0645\u0629 \u062a\u062f\u0631\u062c\u064b\u0627\u060c \u0648\u0644\u0643\u0646 \u064a\u062c\u0628 \u0623\u0646 \u064a\u0633\u0645\u062d \u0644\u0643 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062e\u0635\u0635 \u0644\u0645\u0643\u0627\u0641\u062d\u0629 \u0627\u0644\u062d\u0631\u0627\u0626\u0642 \u0628\u062a\u0639\u064a\u064a\u0646 \u062f\u0631\u062c\u0629 \u062d\u0631\u0627\u0631\u0629 \"\u0623\u0631\u0636\u064a\u0629\" (\u0639\u0644\u0649 \u0633\u0628\u064a\u0644 \u0627\u0644\u0645\u062b\u0627\u0644\u060c &gt; 300 \u062f\u0631\u062c\u0629 \u0645\u0626\u0648\u064a\u0629) \u0644\u0627\u062e\u062a\u0631\u0627\u0642 \u0636\u0648\u0636\u0627\u0621 \u0627\u0644\u062f\u062e\u0627\u0646\u060c \u0627\u0644\u0630\u064a \u063a\u0627\u0644\u0628\u064b\u0627 \u0645\u0627 \u064a\u062d\u062a\u0641\u0638 \u0628\u0627\u0644\u062d\u0631\u0627\u0631\u0629 \u0627\u0644\u0645\u062d\u064a\u0637\u0629 \u0648\u0644\u0643\u0646\u0647 \u0623\u0628\u0631\u062f \u0645\u0646 \u0627\u0644\u0645\u0635\u062f\u0631.<\/p>\n<h3>\u0641\u062e \"\u0627\u0644\u062a\u0642\u0627\u0637\u0639 \u0627\u0644\u062d\u0631\u0627\u0631\u064a\"<\/h3>\n<p>\u0623\u062d\u062f \u0623\u0647\u0645 \u0627\u0644\u0627\u062e\u062a\u0628\u0627\u0631\u0627\u062a \u0627\u0644\u062a\u064a \u064a\u0645\u0643\u0646\u0643 \u0625\u062c\u0631\u0627\u0624\u0647\u0627 \u0647\u0648 \u062e\u0644\u0627\u0644 \u0641\u062a\u0631\u0627\u062a \"\u0627\u0644\u062a\u0642\u0627\u0637\u0639 \u0627\u0644\u062d\u0631\u0627\u0631\u064a\" <a href=\"https:\/\/www.nwcg.gov\/term\/glossary\/thermal-crossover\" target=\"_blank\" rel=\"noopener noreferrer\">\u062a\u0642\u0627\u0637\u0639 \u062d\u0631\u0627\u0631\u064a<\/a> <sup id=\"ref-6\"><a href=\"#footnote-6\" class=\"footnote-ref\">6<\/a><\/sup>- \u0639\u0627\u062f\u0629\u064b \u0639\u0646\u062f \u0627\u0644\u0641\u062c\u0631 \u0648\u0627\u0644\u063a\u0633\u0642. \u0641\u064a \u0647\u0630\u0647 \u0627\u0644\u0623\u0648\u0642\u0627\u062a\u060c \u063a\u0627\u0644\u0628\u064b\u0627 \u0645\u0627 \u062a\u062a\u0637\u0627\u0628\u0642 \u062f\u0631\u062c\u0629 \u0627\u0644\u062d\u0631\u0627\u0631\u0629 \u0627\u0644\u0645\u062d\u064a\u0637\u0629 \u0644\u0644\u0623\u0631\u0636 \u0648\u0627\u0644\u0635\u062e\u0648\u0631 \u0648\u0627\u0644\u0646\u0628\u0627\u062a\u0627\u062a \u0645\u0639 \u062f\u0631\u062c\u0629 \u062d\u0631\u0627\u0631\u0629 \u0628\u0639\u0636 \u0627\u0644\u0623\u0647\u062f\u0627\u0641.<\/p>\n<ul>\n<li><strong>\u0627\u0644\u0646\u0647\u0627\u0631:<\/strong> \u062a\u0633\u062e\u0646 \u0627\u0644\u0634\u0645\u0633 \u0627\u0644\u0623\u0631\u0636\u060c \u0645\u0645\u0627 \u064a\u062e\u0644\u0642 \u062a\u0634\u0648\u064a\u0634\u064b\u0627 \u062d\u0631\u0627\u0631\u064a\u064b\u0627.<\/li>\n<li><strong>\u0627\u0644\u0644\u064a\u0644:<\/strong> \u062a\u0628\u0631\u062f \u0627\u0644\u0623\u0631\u0636\u060c \u0645\u0645\u0627 \u064a\u062c\u0639\u0644 \u0627\u0644\u0646\u0642\u0627\u0637 \u0627\u0644\u0633\u0627\u062e\u0646\u0629 \u062a\u0628\u0631\u0632.<\/li>\n<li><strong>\u062a\u0642\u0627\u0637\u0639:<\/strong> \u064a\u062e\u062a\u0641\u064a \u0627\u0644\u062a\u0628\u0627\u064a\u0646.<\/li>\n<\/ul>\n<p>\u0625\u0630\u0627 \u0627\u0639\u062a\u0645\u062f \u0646\u0638\u0627\u0645 \u0627\u0644\u062a\u0639\u0631\u0641 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0628\u0634\u0643\u0644 \u0628\u062d\u062a \u0639\u0644\u0649 \u062a\u0628\u0627\u064a\u0646 \u062f\u0631\u062c\u0629 \u0627\u0644\u062d\u0631\u0627\u0631\u0629 \u062f\u0648\u0646 \u062a\u062d\u0644\u064a\u0644 \u0645\u062a\u0637\u0648\u0631 \u0644\u0644\u0634\u0643\u0644 \u0623\u0648 \u062f\u0645\u062c \u0645\u062a\u0639\u062f\u062f \u0627\u0644\u0623\u0637\u064a\u0627\u0641\u060c \u0641\u0633\u064a\u0641\u0634\u0644 \u0641\u064a \u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0623\u0647\u062f\u0627\u0641 \u062e\u0644\u0627\u0644 \u0647\u0630\u0647 \u0627\u0644\u0646\u0648\u0627\u0641\u0630. \u064a\u062c\u0628 \u0639\u0644\u064a\u0643 \u0637\u0644\u0628 \u0631\u062d\u0644\u0629 \u062a\u062c\u0631\u064a\u0628\u064a\u0629 \u0628\u0627\u0644\u0636\u0628\u0637 \u0639\u0646\u062f \u063a\u0631\u0648\u0628 \u0627\u0644\u0634\u0645\u0633 \u0644\u0645\u0639\u0631\u0641\u0629 \u0645\u0627 \u0625\u0630\u0627 \u0643\u0627\u0646 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u064a\u0641\u0642\u062f \u062a\u062a\u0628\u0639 \u0645\u0635\u062f\u0631 \u0627\u0644\u062d\u0631\u064a\u0642 \u0645\u0639 \u062a\u063a\u064a\u0631 \u062f\u0631\u062c\u0629 \u062d\u0631\u0627\u0631\u0629 \u0627\u0644\u062e\u0644\u0641\u064a\u0629.<\/p>\n<h3>\u0627\u0644\u062a\u062d\u0642\u0642 \u0645\u0646 \u0645\u062d\u0627\u0630\u0627\u0629 \u062f\u0645\u062c \u0627\u0644\u0645\u0633\u062a\u0634\u0639\u0631\u0627\u062a<\/h3>\n<p>\u062a\u0633\u062a\u062e\u062f\u0645 \u0637\u0627\u0626\u0631\u0627\u062a \u0645\u0643\u0627\u0641\u062d\u0629 \u0627\u0644\u062d\u0631\u0627\u0626\u0642 \u0627\u0644\u062d\u062f\u064a\u062b\u0629 \"\u062f\u0645\u062c \u0627\u0644\u0645\u0633\u062a\u0634\u0639\u0631\u0627\u062a\"\u060c \u062d\u064a\u062b \u062a\u0636\u0639 \u0628\u064a\u0627\u0646\u0627\u062a \u062d\u0631\u0627\u0631\u064a\u0629 \u0641\u0648\u0642 \u0628\u062b \u0645\u0631\u0626\u064a. <a href=\"https:\/\/en.wikipedia.org\/wiki\/Sensor_fusion\" target=\"_blank\" rel=\"noopener noreferrer\">\u062f\u0645\u062c \u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u0627\u0633\u062a\u0634\u0639\u0627\u0631<\/a> <sup id=\"ref-7\"><a href=\"#footnote-7\" class=\"footnote-ref\">7<\/a><\/sup> \u064a\u0648\u0641\u0631 \u0647\u0630\u0627 \u0633\u064a\u0627\u0642\u064b\u0627 (\u0645\u0631\u0626\u064a\u064b\u0627) \u0645\u0639 \u0628\u064a\u0627\u0646\u0627\u062a (\u062d\u0631\u0627\u0631\u064a\u0629). \u0648\u0645\u0639 \u0630\u0644\u0643\u060c \u0641\u0625\u0646 \u0646\u0642\u0637\u0629 \u0641\u0634\u0644 \u0634\u0627\u0626\u0639\u0629 \u0646\u0648\u0627\u062c\u0647\u0647\u0627 \u0641\u064a \u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0623\u0631\u062e\u0635 \u0647\u064a <strong>\u062e\u0637\u0623 \u0627\u062e\u062a\u0644\u0627\u0641 \u0627\u0644\u0645\u0646\u0638\u0631<\/strong>. \u0646\u0638\u0631\u064b\u0627 \u0644\u0623\u0646 \u0627\u0644\u0639\u062f\u0633\u0629 \u0627\u0644\u062d\u0631\u0627\u0631\u064a\u0629 \u0648\u0627\u0644\u0639\u062f\u0633\u0629 \u0627\u0644\u0628\u0635\u0631\u064a\u0629 \u0645\u0646\u0641\u0635\u0644\u062a\u0627\u0646 \u0645\u0627\u062f\u064a\u064b\u0627 \u0639\u0644\u0649 \u0627\u0644\u0645\u062b\u0628\u062a\u060c \u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u0635\u0628\u062d \u0627\u0644\u0635\u0648\u0631 \u063a\u064a\u0631 \u0645\u062d\u0627\u0630\u064a\u0629 \u0639\u0646\u062f \u0645\u0633\u062a\u0648\u064a\u0627\u062a \u062a\u0643\u0628\u064a\u0631 \u0645\u062e\u062a\u0644\u0641\u0629.<br \/>\u0625\u0630\u0627 \u0627\u0643\u062a\u0634\u0641 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u062d\u0631\u064a\u0642\u064b\u0627 \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0627\u0644\u0645\u0633\u062a\u0634\u0639\u0631 \u0627\u0644\u062d\u0631\u0627\u0631\u064a \u0648\u0644\u0643\u0646\u0647 \u0648\u0636\u0639 \u0645\u0631\u0628\u0639 \u0627\u0644\u062a\u062d\u062f\u064a\u062f \u0628\u0634\u0643\u0644 \u063a\u064a\u0631 \u0635\u062d\u064a\u062d \u0639\u0644\u0649 \u0627\u0644\u0628\u062b \u0627\u0644\u0645\u0631\u0626\u064a\u060c \u0641\u0633\u062a\u0643\u0648\u0646 \u0625\u062d\u062f\u0627\u062b\u064a\u0627\u062a\u0643 \u062e\u0627\u0637\u0626\u0629. \u0639\u0646\u062f \u0627\u062e\u062a\u0628\u0627\u0631 \u0627\u0644\u0637\u0627\u0626\u0631\u0629 \u0628\u062f\u0648\u0646 \u0637\u064a\u0627\u0631\u060c \u0648\u062c\u0647\u0647\u0627 \u0646\u062d\u0648 \u0645\u0635\u062f\u0631 \u062d\u0631\u0627\u0631\u0629 \u0639\u0644\u0649 \u0628\u0639\u062f 100 \u0645\u062a\u0631 \u0648\u0642\u0645 \u0628\u0627\u0644\u062a\u0643\u0628\u064a\u0631. \u0625\u0630\u0627 \u0627\u0628\u062a\u0639\u062f \u062a\u0648\u0642\u064a\u0639 \u0627\u0644\u062d\u0631\u0627\u0631\u0629 \u0627\u0644\u0645\u062a\u0648\u0647\u062c \u0639\u0646 \u0627\u0644\u062c\u0633\u0645 \u0627\u0644\u0645\u0627\u062f\u064a \u0639\u0644\u0649 \u0627\u0644\u0634\u0627\u0634\u0629\u060c \u0641\u0625\u0646 \u0627\u0644\u0645\u062d\u0627\u0630\u0627\u0629 \u0636\u0639\u064a\u0641\u0629\u060c \u0648\u0633\u064a\u0643\u0648\u0646 \u0625\u0646\u0634\u0627\u0621 \u0627\u0644\u0625\u062d\u062f\u0627\u062b\u064a\u0627\u062a \u0644\u0641\u0631\u064a\u0642\u0643 \u0627\u0644\u0623\u0631\u0636\u064a \u063a\u064a\u0631 \u062f\u0642\u064a\u0642.<\/p>\n<h3>\u0628\u0631\u0648\u062a\u0648\u0643\u0648\u0644 \u0627\u0644\u0627\u062e\u062a\u0628\u0627\u0631: \u062f\u062e\u0627\u0646 \u0645\u0642\u0627\u0628\u0644 \u0647\u0648\u0627\u0621 \u0635\u0627\u0641\u064d<\/h3>\n<p>Use the following table to score the drone&#39;s performance during your field trials.<\/p>\n<table>\n<thead>\n<tr>\n<th align=\"left\">\u062d\u0627\u0644\u0629 \u0627\u0644\u0627\u062e\u062a\u0628\u0627\u0631<\/th>\n<th align=\"left\">\u0646\u062a\u064a\u062c\u0629 \u0627\u0644\u0643\u0627\u0645\u064a\u0631\u0627 \u0627\u0644\u0628\u0635\u0631\u064a\u0629 \u0627\u0644\u0642\u064a\u0627\u0633\u064a\u0629<\/th>\n<th align=\"left\">\u0646\u062a\u064a\u062c\u0629 \u0627\u0644\u0645\u0633\u062a\u0634\u0639\u0631 \u0627\u0644\u062d\u0631\u0627\u0631\u064a \u0627\u0644\u062e\u0627\u0645<\/th>\n<th align=\"left\">\u0646\u062a\u064a\u062c\u0629 \u062f\u0645\u062c \u0627\u0644\u0645\u0633\u062a\u0634\u0639\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<\/th>\n<th align=\"left\">\u0645\u0639\u0627\u064a\u064a\u0631 \u0627\u0644\u0646\u062c\u0627\u062d<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td align=\"left\"><strong>\u062f\u062e\u0627\u0646 \u0623\u0633\u0648\u062f \u0643\u062b\u064a\u0641<\/strong><\/td>\n<td align=\"left\">\u0631\u0624\u064a\u0629 \u0635\u0641\u0631\u064a\u0629 (\u0634\u0627\u0634\u0629 \u0633\u0648\u062f\u0627\u0621)<\/td>\n<td align=\"left\">\u0627\u0643\u062a\u0634\u0627\u0641 \u0639\u0627\u0644\u064d \u0644\u0645\u0635\u062f\u0631 \u0627\u0644\u062d\u0631\u0627\u0631\u0629<\/td>\n<td align=\"left\">\u062a\u0631\u0627\u0643\u0628 \u062f\u0642\u064a\u0642 \u0644\u0645\u0635\u062f\u0631 \u0627\u0644\u062d\u0631\u0627\u0631\u0629 \u0639\u0644\u0649 \u0633\u062d\u0627\u0628\u0629 \u0627\u0644\u062f\u062e\u0627\u0646<\/td>\n<td align=\"left\">\u0645\u0635\u062f\u0631 \u062d\u0631\u0627\u0631\u0629 \u0645\u062d\u062f\u062f \u0628\u0648\u0636\u0648\u062d\u061b \u0644\u0627 \u062a\u0648\u062c\u062f \u062a\u0634\u0648\u0647\u0627\u062a \"\u0634\u0628\u062d\u064a\u0629\".<\/td>\n<\/tr>\n<tr>\n<td align=\"left\"><strong>\u0628\u062e\u0627\u0631\/\u062f\u062e\u0627\u0646 \u0623\u0628\u064a\u0636<\/strong><\/td>\n<td align=\"left\">\u062a\u0628\u0627\u064a\u0646 \u0645\u0646\u062e\u0641\u0636\u061b \u0648\u0647\u062c \u0645\u0631\u0628\u0643<\/td>\n<td align=\"left\">\u0627\u0643\u062a\u0634\u0627\u0641 \u0645\u0639\u062a\u062f\u0644<\/td>\n<td align=\"left\">\u062a\u062d\u062f\u064a\u062f \u062a\u0628\u0627\u064a\u0646 \u0639\u0627\u0644\u064a \u0644\u0644\u0628\u0642\u0639\u0629 \u0627\u0644\u0633\u0627\u062e\u0646\u0629<\/td>\n<td align=\"left\">\u064a\u062c\u0628 \u0639\u0644\u0649 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u062a\u0645\u064a\u064a\u0632 \u0628\u064a\u0646 \u0627\u0644\u0628\u062e\u0627\u0631 (\u0628\u0627\u0631\u062f) \u0648\u0627\u0644\u062f\u062e\u0627\u0646 (\u0633\u0627\u062e\u0646).<\/td>\n<\/tr>\n<tr>\n<td align=\"left\"><strong>\u0638\u0644\u0627\u0645 \u062f\u0627\u0645\u0633<\/strong><\/td>\n<td align=\"left\">\u0631\u0624\u064a\u0629 \u0635\u0641\u0631\u064a\u0629 (\u0636\u0648\u0636\u0627\u0621 \u062d\u0628\u064a\u0628\u064a\u0629)<\/td>\n<td align=\"left\">\u062a\u0628\u0627\u064a\u0646 \u0645\u0645\u062a\u0627\u0632<\/td>\n<td align=\"left\">\u0645\u062e\u0637\u0637 \u062d\u0631\u0627\u0631\u064a \u0648\u0627\u0636\u062d \u0645\u0639 \u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u062d\u0648\u0627\u0641<\/td>\n<td align=\"left\">\u064a\u062c\u0628 \u0623\u0646 \u064a\u0631\u0643\u0632 \u0627\u0644\u062a\u0631\u0643\u064a\u0632 \u0627\u0644\u062a\u0644\u0642\u0627\u0626\u064a \u0639\u0644\u0649 \u0627\u0644\u062d\u0631\u0627\u0631\u0629\u060c \u0648\u0644\u064a\u0633 \u0627\u0644\u0628\u062d\u062b \u0639\u0646 \u0627\u0644\u0636\u0648\u0621.<\/td>\n<\/tr>\n<tr>\n<td align=\"left\"><strong>\u062a\u0642\u0627\u0637\u0639 \u062d\u0631\u0627\u0631\u064a<\/strong><\/td>\n<td align=\"left\">\u0631\u0624\u064a\u0629 \u062c\u064a\u062f\u0629<\/td>\n<td align=\"left\">\u062a\u0628\u0627\u064a\u0646 \u0645\u0646\u062e\u0641\u0636 (\u063a\u0633\u0644 \u0631\u0645\u0627\u062f\u064a)<\/td>\n<td align=\"left\">\u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0643\u0627\u0626\u0646\u0627\u062a \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0627\u0644\u0634\u0643\u0644 + \u0627\u0644\u062d\u0631\u0627\u0631\u0629<\/td>\n<td align=\"left\">\u064a\u062d\u062f\u062f \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0647\u062f\u0641 \u0639\u0644\u0649 \u0627\u0644\u0631\u063a\u0645 \u0645\u0646 \u062a\u0628\u0627\u064a\u0646 \u0627\u0644\u062d\u0631\u0627\u0631\u0629 \u0627\u0644\u0645\u0646\u062e\u0641\u0636.<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>\u0645\u0627 \u0647\u064a \u0627\u0644\u0633\u064a\u0646\u0627\u0631\u064a\u0648\u0647\u0627\u062a \u0627\u0644\u062a\u064a \u064a\u062c\u0628 \u0623\u0646 \u0623\u0642\u0648\u0645 \u0628\u0645\u062d\u0627\u0643\u0627\u062a\u0647\u0627 \u0644\u0636\u0645\u0627\u0646 \u062a\u0645\u064a\u064a\u0632 \u0627\u0644\u0637\u0627\u0626\u0631\u0629 \u0628\u062f\u0648\u0646 \u0637\u064a\u0627\u0631 \u0644\u0644\u0628\u0634\u0631 \u0639\u0646 \u0627\u0644\u0623\u0634\u064a\u0627\u0621 \u0627\u0644\u0623\u062e\u0631\u0649\u061f<\/h2>\n<p>\u064a\u0642\u0636\u064a \u0641\u0631\u064a\u0642 \u0627\u0644\u062a\u0631\u0645\u064a\u0632 \u0644\u062f\u064a\u0646\u0627 \u0634\u0647\u0648\u0631\u064b\u0627 \u0641\u064a \u0636\u0628\u0637 \u0627\u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0644\u062a\u062c\u0627\u0647\u0644 \u0627\u0644\u0635\u062e\u0648\u0631 \u0627\u0644\u0633\u0627\u062e\u0646\u0629. \u0625\u0630\u0627 \u0623\u062e\u0637\u0623\u062a \u0637\u0627\u0626\u0631\u062a\u0643 \u0628\u062f\u0648\u0646 \u0637\u064a\u0627\u0631 \u0641\u064a \u0627\u0639\u062a\u0628\u0627\u0631 \u0633\u064a\u0627\u0631\u0629 \u0645\u062a\u0648\u0642\u0641\u0629 \u0646\u0627\u062c\u064a\u064b\u0627\u060c \u0641\u0625\u0646\u0643 \u062a\u0647\u062f\u0631 \u0648\u0642\u062a\u064b\u0627 \u062d\u0631\u062c\u064b\u0627 \u0641\u064a \u0627\u0644\u0625\u0646\u0642\u0627\u0630.<\/p>\n<p><strong>Simulate scenarios containing non-human heat sources like running vehicle engines, heated asphalt, and wildlife. Measure the AI&#8217;s confidence threshold at operational altitudes to ensure it accurately distinguishes human thermal signatures from environmental background noise without triggering excessive false alarms.<\/strong><\/p>\n<p><img decoding=\"async\" src=\"https:\/\/sridrone.com\/wp-content\/uploads\/2026\/01\/v2-article-1769861687398-3.jpg\" alt=\"\u0631\u0633\u0645 \u062a\u0648\u0636\u064a\u062d\u064a \u0644\u0644\u0645\u0642\u0627\u0644 (ID#3)\" title=\"\u0631\u0633\u0645 \u0628\u064a\u0627\u0646\u064a \u0644\u0644\u0645\u0627\u062f\u0629\"><\/p>\n<p>\u0641\u064a \u0645\u0647\u0627\u0645 \u0627\u0644\u0628\u062d\u062b \u0648\u0627\u0644\u0625\u0646\u0642\u0627\u0630 (SAR) \u062f\u0627\u062e\u0644 \u0645\u0646\u0627\u0637\u0642 \u0627\u0644\u062d\u0631\u0627\u0626\u0642\u060c \u064a\u062c\u0628 \u0639\u0644\u0649 \u0627\u0644\u0637\u0627\u0626\u0631\u0629 \u0628\u062f\u0648\u0646 \u0637\u064a\u0627\u0631 \u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0646\u0627\u062c\u064a\u0646 \u0627\u0644\u0630\u064a\u0646 \u063a\u0627\u0644\u0628\u064b\u0627 \u0645\u0627 \u064a\u0643\u0648\u0646\u0648\u0646 \u0645\u062d\u062c\u0648\u0628\u064a\u0646 <a href=\"https:\/\/www.dhs.gov\/science-and-technology\/search-and-rescue\" target=\"_blank\" rel=\"noopener noreferrer\">\u0627\u0644\u0628\u062d\u062b \u0648\u0627\u0644\u0625\u0646\u0642\u0627\u0630 (SAR)<\/a> <sup id=\"ref-8\"><a href=\"#footnote-8\" class=\"footnote-ref\">8<\/a><\/sup> \u0628\u0648\u0627\u0633\u0637\u0629 \u0627\u0644\u0645\u0638\u0644\u0629 \u0623\u0648 \u0627\u0644\u062f\u062e\u0627\u0646. \u0627\u0644\u0645\u0634\u0643\u0644\u0629 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629 \u0627\u0644\u062a\u064a \u0646\u0631\u0627\u0647\u0627 \u0645\u0639 \u0627\u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u0648\u0631\u062f\u0629 \u0647\u064a \u0623\u0646\u0647\u0627 \u063a\u0627\u0644\u0628\u064b\u0627 \u0645\u0627 \u062a\u0643\u0648\u0646 \"\u0645\u0636\u0628\u0648\u0637\u0629 \u0628\u0634\u0643\u0644 \u0645\u0641\u0631\u0637\" \u0644\u0644\u062d\u0633\u0627\u0633\u064a\u0629. \u0647\u0630\u0627 \u064a\u0639\u0646\u064a \u0623\u0646\u0647\u0627 \u062a\u0634\u064a\u0631 \u0625\u0644\u0649 <em>\u0623\u064a \u0634\u064a\u0621<\/em> \u062f\u0627\u0641\u0626 \u0643\u0625\u0646\u0633\u0627\u0646. \u0641\u064a \u062d\u064a\u0646 \u0623\u0646 \u0647\u0630\u0627 \u064a\u0636\u0645\u0646 \u0639\u062f\u0645 \u062a\u0641\u0648\u064a\u062a \u0623\u064a \u0634\u062e\u0635\u060c \u0625\u0644\u0627 \u0623\u0646\u0647 \u064a\u063a\u0645\u0631 \u0627\u0644\u0645\u0634\u063a\u0644 \u0628\u0625\u064a\u062c\u0627\u0628\u064a\u0627\u062a \u062e\u0627\u0637\u0626\u0629\u060c \u0645\u0645\u0627 \u064a\u0624\u062f\u064a \u0641\u064a \u0627\u0644\u0646\u0647\u0627\u064a\u0629 \u0625\u0644\u0649 \"\u0625\u0631\u0647\u0627\u0642 \u0627\u0644\u062a\u0646\u0628\u064a\u0647\" \u062d\u064a\u062b \u064a\u062a\u062c\u0627\u0647\u0644 \u0627\u0644\u0637\u064a\u0627\u0631 \u0627\u0644\u062a\u062d\u0630\u064a\u0631\u0627\u062a.<\/p>\n<h3>\u0645\u0634\u0643\u0644\u0629 \"\u0627\u0644\u0643\u062a\u0644\u0629\" \u0645\u0642\u0627\u0628\u0644 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0647\u064a\u0643\u0644 \u0627\u0644\u0639\u0638\u0645\u064a<\/h3>\n<p>\u064a\u0628\u062d\u062b \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u062d\u0631\u0627\u0631\u064a \u0627\u0644\u0623\u0633\u0627\u0633\u064a \u0639\u0646 \"\u0643\u062a\u0644 \u0633\u0627\u062e\u0646\u0629\". \u064a\u0628\u062d\u062b \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062a\u0642\u062f\u0645 \u0639\u0646 <strong>\u062d\u0631\u0643\u0629 \u0628\u064a\u0648\u0645\u062a\u0631\u064a\u0629 \u0623\u0648 \u0623\u0634\u0643\u0627\u0644 \u0647\u064a\u0643\u0644\u064a\u0629<\/strong>. \u0639\u0646\u062f \u0627\u062e\u062a\u0628\u0627\u0631 \u0627\u0644\u0637\u0627\u0626\u0631\u0629 \u0628\u062f\u0648\u0646 \u0637\u064a\u0627\u0631\u060c \u0644\u0627 \u062a\u062c\u0639\u0644 \u0634\u062e\u0635\u064b\u0627 \u064a\u0642\u0641 \u0641\u064a \u062d\u0642\u0644 \u0645\u0641\u062a\u0648\u062d. \u0647\u0630\u0627 \u0633\u0647\u0644 \u0644\u0644\u063a\u0627\u064a\u0629.<br \/>\u062a\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u0625\u0646\u0634\u0627\u0621 <strong>\u0627\u062e\u062a\u0628\u0627\u0631 \u0627\u0644\u0627\u0631\u062a\u0628\u0627\u0643<\/strong>. \u0636\u0639 \u0634\u062e\u0635\u064b\u0627 \u0628\u062c\u0648\u0627\u0631:<\/p>\n<ol>\n<li>\u0645\u0631\u0643\u0628\u0629 \u0628\u0645\u062d\u0631\u0643 \u0642\u064a\u062f \u0627\u0644\u062a\u0634\u063a\u064a\u0644 (\u0643\u062a\u0644\u0629 \u062d\u0631\u0627\u0631\u064a\u0629 \u0645\u0645\u0627\u062b\u0644\u0629).<\/li>\n<li>\u0635\u062e\u0631\u0629 \u0643\u0628\u064a\u0631\u0629 \u0645\u0633\u062e\u0646\u0629 \u0623\u0648 \u0628\u0642\u0639\u0629 \u0623\u0633\u0641\u0644\u062a (\u0634\u0627\u0626\u0639\u0629 \u0641\u064a \u0627\u0644\u0635\u064a\u0641).<\/li>\n<li>\u062d\u064a\u0648\u0627\u0646 \u0645\u062a\u0648\u0633\u0637 \u0627\u0644\u062d\u062c\u0645 (\u0645\u062b\u0644 \u0643\u0644\u0628) \u0625\u0646 \u0623\u0645\u0643\u0646.<\/li>\n<\/ol>\n<p>\u0642\u0645 \u0628\u062a\u0634\u063a\u064a\u0644 \u0627\u0644\u0637\u0627\u0626\u0631\u0629 \u0628\u062f\u0648\u0646 \u0637\u064a\u0627\u0631 \u0639\u0644\u0649 \u0623\u0642\u0635\u0649 \u0627\u0631\u062a\u0641\u0627\u0639 \u062a\u0634\u063a\u064a\u0644\u064a \u0644\u0647\u0627 (\u0639\u0644\u0649 \u0633\u0628\u064a\u0644 \u0627\u0644\u0645\u062b\u0627\u0644\u060c 100 \u0645\u062a\u0631). \u0645\u0646 \u0627\u0644\u0645\u062d\u062a\u0645\u0644 \u0623\u0646 \u064a\u0642\u0648\u0645 \u0646\u0638\u0627\u0645 \u0639\u0627\u0645 \u0628\u062a\u062d\u062f\u064a\u062f \u062c\u0645\u064a\u0639 \u0627\u0644\u0623\u0647\u062f\u0627\u0641 \u0627\u0644\u062b\u0644\u0627\u062b\u0629 \u0643\u0640 \"\u0625\u0646\u0633\u0627\u0646\". \u0633\u064a\u0642\u0648\u0645 \u0646\u0638\u0627\u0645 \u0645\u062a\u0637\u0648\u0631 \u0628\u062a\u062d\u0644\u064a\u0644 \u0646\u0633\u0628\u0629 \u0627\u0644\u0639\u0631\u0636 \u0625\u0644\u0649 \u0627\u0644\u0627\u0631\u062a\u0641\u0627\u0639 (\u0627\u0644\u0628\u0634\u0631 \u0639\u0645\u0648\u062f\u064a\u0648\u0646\u060c \u0627\u0644\u0633\u064a\u0627\u0631\u0627\u062a \u0623\u0641\u0642\u064a\u0629) \u0648\u0646\u0645\u0637 \u0627\u0644\u062d\u0631\u0643\u0629.<\/p>\n<h3>\u0627\u062e\u062a\u0628\u0627\u0631 \u0627\u0644\u0645\u062f\u0649 \u0627\u0644\u0645\u0627\u0626\u0644 \u0648\u0627\u0644\u0632\u0627\u0648\u064a\u0629<\/h3>\n<p>\u0639\u0627\u0645\u0644 \u062d\u0627\u0633\u0645 \u0622\u062e\u0631 \u0647\u0648 <strong>\u0627\u0644\u0645\u062f\u0649 \u0627\u0644\u0645\u0627\u0626\u0644<\/strong>\u2014\u0627\u0644\u0645\u0633\u0627\u0641\u0629 \u0627\u0644\u0642\u0637\u0631\u064a\u0629 \u0645\u0646 \u0627\u0644\u0637\u0627\u0626\u0631\u0629 \u0628\u062f\u0648\u0646 \u0637\u064a\u0627\u0631 \u0625\u0644\u0649 \u0627\u0644\u0647\u062f\u0641. \u062a\u0642\u0644 \u062f\u0642\u0629 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0628\u0634\u0643\u0644 \u0643\u0628\u064a\u0631 \u0645\u0639 \u0632\u064a\u0627\u062f\u0629 \u062d\u062f\u0629 \u0627\u0644\u0632\u0627\u0648\u064a\u0629.<\/p>\n<ul>\n<li><strong>\u0645\u0646\u0638\u0631 \u0639\u0644\u0648\u064a (\u0646\u0638\u064a\u0631):<\/strong> \u064a\u0628\u062f\u0648 \u0627\u0644\u0628\u0634\u0631 \u0643\u062f\u0648\u0627\u0626\u0631 \u0635\u063a\u064a\u0631\u0629 (\u0631\u0623\u0633 \u0648\u0643\u062a\u0641\u064a\u0646). \u0647\u0630\u0647 \u0647\u064a \u0623\u0635\u0639\u0628 \u0632\u0627\u0648\u064a\u0629 \u0644\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0644\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u064a\u0647\u0627.<\/li>\n<li><strong>\u0645\u0646\u0638\u0631 \u0645\u0627\u0626\u0644 (45 \u062f\u0631\u062c\u0629):<\/strong> \u064a\u0628\u062f\u0648 \u0627\u0644\u0628\u0634\u0631 \u0643\u0634\u062e\u0635\u064a\u0627\u062a \u0645\u0627\u0634\u064a\u0629. \u0647\u0630\u0627 \u0623\u0633\u0647\u0644 \u0644\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a.<\/li>\n<\/ul>\n<p>\u0646\u0648\u0635\u064a \u0628\u0627\u062e\u062a\u0628\u0627\u0631 \u0627\u0644\u0637\u0627\u0626\u0631\u0629 \u0628\u062f\u0648\u0646 \u0637\u064a\u0627\u0631 \u0645\u0628\u0627\u0634\u0631\u0629 \u0641\u0648\u0642 \u0627\u0644\u0631\u0623\u0633. \u062a\u0639\u0627\u0646\u064a \u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0627\u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0645\u0646 \u0645\u0646\u0638\u0648\u0631 \"\u0645\u0646 \u0627\u0644\u0623\u0639\u0644\u0649 \u0625\u0644\u0649 \u0627\u0644\u0623\u0633\u0641\u0644\" \u0644\u0623\u0646 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u062f\u0631\u064a\u0628 \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0647\u0627 \u062a\u062a\u0643\u0648\u0646 \u0628\u0634\u0643\u0644 \u0623\u0633\u0627\u0633\u064a \u0645\u0646 \u0644\u0642\u0637\u0627\u062a \u0643\u0627\u0645\u064a\u0631\u0627\u062a \u0627\u0644\u0645\u0631\u0627\u0642\u0628\u0629 \u0627\u0644\u0645\u0623\u062e\u0648\u0630\u0629 \u0645\u0646 \u0632\u0627\u0648\u064a\u0629 \u0623\u0641\u0642\u064a\u0629. \u0625\u0630\u0627 \u0644\u0645 \u062a\u062a\u0645\u0643\u0646 \u0627\u0644\u0637\u0627\u0626\u0631\u0629 \u0628\u062f\u0648\u0646 \u0637\u064a\u0627\u0631 \u0645\u0646 \u062a\u062d\u062f\u064a\u062f \u0646\u0627\u062c\u064d \u0623\u062b\u0646\u0627\u0621 \u0627\u0644\u0646\u0638\u0631 \u0645\u0628\u0627\u0634\u0631\u0629 \u0625\u0644\u0649 \u0627\u0644\u0623\u0633\u0641\u0644\u060c \u0641\u0647\u064a \u0639\u062f\u064a\u0645\u0629 \u0627\u0644\u0641\u0627\u0626\u062f\u0629 \u0644\u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u0628\u062d\u062b \u0627\u0644\u0634\u0628\u0643\u064a.<\/p>\n<h3>\u0645\u0639\u0627\u064a\u0631\u0629 \u0639\u062a\u0628\u0629 \u0627\u0644\u062b\u0642\u0629<\/h3>\n<p>\u0627\u0633\u0623\u0644 \u0627\u0644\u0628\u0627\u0626\u0639 \u0639\u0645\u0627 \u0625\u0630\u0627 \u0643\u0627\u0646\u062a \"\u0639\u062a\u0628\u0629 \u0627\u0644\u062b\u0642\u0629\" \u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u062a\u0639\u062f\u064a\u0644. \u0647\u0630\u0627 \u0625\u0639\u062f\u0627\u062f \u064a\u062d\u062f\u062f \u0645\u062f\u0649 \u062a\u0623\u0643\u062f \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0642\u0628\u0644 \u0623\u0646 \u064a\u0646\u0628\u0647\u0643.<\/p>\n<ul>\n<li><strong>\u0639\u062a\u0628\u0629 \u0639\u0627\u0644\u064a\u0629 (\u0639\u0644\u0649 \u0633\u0628\u064a\u0644 \u0627\u0644\u0645\u062b\u0627\u0644\u060c 80\u066a):<\/strong> \u062a\u0646\u0628\u064a\u0647\u0627\u062a \u0623\u0642\u0644\u060c \u0648\u0644\u0643\u0646 \u062e\u0637\u0631 \u0623\u0643\u0628\u0631 \u0644\u0641\u0642\u062f\u0627\u0646 \u0646\u0627\u062c\u064d (\u0633\u0644\u0628\u064a \u062e\u0627\u0637\u0626).<\/li>\n<li><strong>\u0639\u062a\u0628\u0629 \u0645\u0646\u062e\u0641\u0636\u0629 (\u0639\u0644\u0649 \u0633\u0628\u064a\u0644 \u0627\u0644\u0645\u062b\u0627\u0644\u060c 40%):<\/strong> \u0644\u0645 \u064a\u062a\u0645 \u062a\u0641\u0648\u064a\u062a \u0623\u064a \u0646\u0627\u062c\u064a\u0646\u060c \u0648\u0644\u0643\u0646 \u062a\u0646\u0628\u064a\u0647\u0627\u062a \u0645\u0633\u062a\u0645\u0631\u0629 \u0644\u0644\u0635\u062e\u0648\u0631 \u0648\u0627\u0644\u063a\u0632\u0644\u0627\u0646 (\u0625\u064a\u062c\u0627\u0628\u064a \u062e\u0627\u0637\u0626).<\/li>\n<\/ul>\n<p>\u064a\u0633\u0645\u062d \u0627\u0644\u0646\u0638\u0627\u0645 \u0627\u0644\u0627\u062d\u062a\u0631\u0627\u0641\u064a \u0644\u0644\u0637\u064a\u0627\u0631 \u0628\u0636\u0628\u0637 \u0647\u0630\u0627 \u0627\u0644\u0645\u0646\u0632\u0644\u0642 \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0641\u0639\u0644\u064a \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0627\u0644\u0645\u0647\u0645\u0629. \u0625\u0630\u0627 \u0643\u0646\u062a \u062a\u0628\u062d\u062b \u0641\u064a \u063a\u0627\u0628\u0629 \u0643\u062b\u064a\u0641\u0629\u060c \u0641\u0642\u062f \u062a\u062e\u0641\u0636 \u0627\u0644\u0639\u062a\u0628\u0629. \u0625\u0630\u0627 \u0643\u0646\u062a \u062a\u0628\u062d\u062b \u0641\u064a \u0645\u0646\u0637\u0642\u0629 \u062d\u0636\u0631\u064a\u0629 \u0628\u0647\u0627 \u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0627\u0644\u0623\u062c\u0633\u0627\u0645 \u0627\u0644\u0633\u0627\u062e\u0646\u0629\u060c \u0641\u0625\u0646\u0643 \u062a\u0631\u0641\u0639\u0647\u0627.<\/p>\n<h3>\u0643\u0627\u0626\u0646\u0627\u062a \u0627\u062e\u062a\u0628\u0627\u0631 \u0645\u0648\u0635\u0649 \u0628\u0647\u0627 \u0644\u0644\u062a\u062d\u0642\u0642 \u0645\u0646 \u0627\u0644\u0646\u0627\u062c\u064a\u0646<\/h3>\n<p>\u0627\u0633\u062a\u062e\u062f\u0645 \u0647\u0630\u0647 \u0627\u0644\u0642\u0627\u0626\u0645\u0629 \u0644\u0644\u062a\u0623\u0643\u062f \u0645\u0646 \u0623\u0646 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0642\u0648\u064a \u0636\u062f \u0627\u0644\u0637\u0639\u0648\u0645 \u0627\u0644\u0634\u0627\u0626\u0639\u0629.<\/p>\n<table>\n<thead>\n<tr>\n<th align=\"left\">\u0643\u0627\u0626\u0646<\/th>\n<th align=\"left\">\u062a\u0648\u0642\u064a\u0639 \u062d\u0631\u0627\u0631\u064a<\/th>\n<th align=\"left\">\u062a\u062d\u062f\u064a \u0644\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/th>\n<th align=\"left\">\u0627\u0644\u0646\u062a\u064a\u062c\u0629 \u0627\u0644\u0645\u062a\u0648\u0642\u0639\u0629<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td align=\"left\"><strong>\u0625\u0646\u0633\u0627\u0646 (\u062b\u0627\u0628\u062a)<\/strong><\/td>\n<td align=\"left\">36 \u062f\u0631\u062c\u0629 \u0645\u0626\u0648\u064a\u0629 - 37 \u062f\u0631\u062c\u0629 \u0645\u0626\u0648\u064a\u0629\u060c \u062c\u0627\u0646\u0628 \u0631\u0623\u0633\u064a<\/td>\n<td align=\"left\">\u062d\u0631\u0643\u0629 \u0645\u0646\u062e\u0641\u0636\u0629\u061b \u064a\u0645\u062a\u0632\u062c \u0645\u0639 \u0627\u0644\u0623\u0634\u062c\u0627\u0631<\/td>\n<td align=\"left\">\u0627\u0644\u0643\u0634\u0641 \u0628\u062b\u0642\u0629 \u062a\u0632\u064a\u062f \u0639\u0646 80%.<\/td>\n<\/tr>\n<tr>\n<td align=\"left\"><strong>\u0645\u062d\u0631\u0643 \u0633\u064a\u0627\u0631\u0629 \u0642\u064a\u062f \u0627\u0644\u062a\u0634\u063a\u064a\u0644<\/strong><\/td>\n<td align=\"left\">80 \u062f\u0631\u062c\u0629 \u0645\u0626\u0648\u064a\u0629+\u060c \u0634\u0643\u0644 \u0643\u062a\u0644\u064a<\/td>\n<td align=\"left\">\u0623\u0643\u062b\u0631 \u0633\u062e\u0648\u0646\u0629 \u0628\u0643\u062b\u064a\u0631 \u0645\u0646 \u0627\u0644\u0625\u0646\u0633\u0627\u0646\u061b \u062d\u062c\u0645 \u0643\u0628\u064a\u0631<\/td>\n<td align=\"left\"><strong>\u062a\u062c\u0627\u0647\u0644<\/strong> \u0623\u0648 \u0635\u0646\u0641 \u0643\u0640 \"\u0645\u0631\u0643\u0628\u0629\".<\/td>\n<\/tr>\n<tr>\n<td align=\"left\"><strong>\u0623\u0633\u0641\u0644\u062a \u0645\u064f\u062f\u0641\u0623<\/strong><\/td>\n<td align=\"left\">30 \u062f\u0631\u062c\u0629 \u0645\u0626\u0648\u064a\u0629 - 50 \u062f\u0631\u062c\u0629 \u0645\u0626\u0648\u064a\u0629\u060c \u0633\u0637\u062d \u0643\u0628\u064a\u0631<\/td>\n<td align=\"left\">\u0636\u0648\u0636\u0627\u0621 \u062e\u0644\u0641\u064a\u0629 \u0647\u0627\u0626\u0644\u0629<\/td>\n<td align=\"left\"><strong>\u062a\u062c\u0627\u0647\u0644<\/strong>. \u064a\u062c\u0628 \u0639\u0644\u0649 \u0627\u0644\u0646\u0638\u0627\u0645 \u0625\u062e\u0641\u0627\u0621 \u062d\u0631\u0627\u0631\u0629 \u0627\u0644\u0623\u0631\u0636.<\/td>\n<\/tr>\n<tr>\n<td align=\"left\"><strong>\u0627\u0644\u062d\u064a\u0627\u0629 \u0627\u0644\u0628\u0631\u064a\u0629 (\u063a\u0632\u0627\u0644\/\u0643\u0644\u0628)<\/strong><\/td>\n<td align=\"left\">38 \u062f\u0631\u062c\u0629 \u0645\u0626\u0648\u064a\u0629\u060c \u062c\u0627\u0646\u0628 \u0623\u0641\u0642\u064a<\/td>\n<td align=\"left\">\u062f\u0631\u062c\u0629 \u062d\u0631\u0627\u0631\u0629 \u0645\u0634\u0627\u0628\u0647\u0629 \u0644\u0644\u0625\u0646\u0633\u0627\u0646\u061b \u062d\u0631\u0643\u0629<\/td>\n<td align=\"left\">\u0635\u0646\u0641 \u0643\u0640 \"\u062d\u064a\u0648\u0627\u0646\" \u0623\u0648 \u062a\u0646\u0628\u064a\u0647 \u0628\u062b\u0642\u0629 \u0645\u0646\u062e\u0641\u0636\u0629.<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>\u0643\u064a\u0641 \u064a\u0645\u0643\u0646\u0646\u064a \u0642\u064a\u0627\u0633 \u0633\u0631\u0639\u0629 \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 \u0644\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0623\u062b\u0646\u0627\u0621 \u0627\u0644\u0645\u0647\u0645\u0629\u061f<\/h2>\n<p>\u0646\u0642\u0648\u0645 \u0628\u062a\u0635\u0645\u064a\u0645 \u0634\u0631\u0627\u0626\u062d\u0646\u0627 \u0627\u0644\u0645\u062f\u0645\u062c\u0629 \u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0645\u062d\u0644\u064a\u064b\u0627. \u0625\u0630\u0627 \u0627\u0639\u062a\u0645\u062f\u062a \u0627\u0644\u0637\u0627\u0626\u0631\u0629 \u0628\u062f\u0648\u0646 \u0637\u064a\u0627\u0631 \u0639\u0644\u0649 \u0627\u062a\u0635\u0627\u0644 \u0628\u0637\u064a\u0621 \u0628\u0627\u0644\u0633\u062d\u0627\u0628\u0629\u060c \u0641\u0625\u0646 \u062e\u0631\u064a\u0637\u062a\u0643 \u0627\u0644\u062a\u0643\u062a\u064a\u0643\u064a\u0629 \u062a\u0635\u0628\u062d \u0642\u062f\u064a\u0645\u0629 \u0639\u0644\u0649 \u0627\u0644\u0641\u0648\u0631.<\/p>\n<p><strong>\u0642\u0645 \u0628\u0642\u064a\u0627\u0633 \u0632\u0645\u0646 \u0627\u0644\u0627\u0633\u062a\u062c\u0627\u0628\u0629 \u0627\u0644\u0643\u0644\u064a \u0644\u0644\u0646\u0638\u0627\u0645\u060c \u0648\u062a\u062d\u062f\u064a\u062f\u064b\u0627 \u0627\u0644\u062a\u0623\u062e\u064a\u0631 \u0627\u0644\u0632\u0645\u0646\u064a \u0628\u064a\u0646 \u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0644\u0644\u062e\u0637\u0631 \u0648\u0638\u0647\u0648\u0631 \u0627\u0644\u062a\u0646\u0628\u064a\u0647 \u0639\u0644\u0649 \u0645\u062d\u0637\u0629 \u0627\u0644\u062a\u062d\u0643\u0645 \u0627\u0644\u0623\u0631\u0636\u064a\u0629 \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0643. \u0642\u0645 \u0628\u0645\u062d\u0627\u0643\u0627\u0629 \u0641\u0642\u062f\u0627\u0646 \u0643\u0627\u0645\u0644 \u0644\u0631\u0627\u0628\u0637 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0644\u0644\u062a\u062d\u0642\u0642 \u0645\u0646 \u0623\u0646 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062f\u0645\u062c \u0639\u0644\u0649 \u0645\u062a\u0646 \u0627\u0644\u0637\u0627\u0626\u0631\u0629 \u064a\u0648\u0627\u0635\u0644 \u0645\u0639\u0627\u0644\u062c\u0629 \u0648\u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0623\u0647\u062f\u0627\u0641 \u0645\u062d\u0644\u064a\u064b\u0627.<\/strong><\/p>\n<p><img decoding=\"async\" src=\"https:\/\/sridrone.com\/wp-content\/uploads\/2026\/01\/v2-article-1769861688461-4.jpg\" alt=\"\u0635\u0648\u0631\u0629 \u0627\u0644\u0645\u062d\u062a\u0648\u0649 \u0644\u0644\u0645\u0642\u0627\u0644 (ID#4)\" title=\"\u0635\u0648\u0631\u0629 \u0627\u0644\u0645\u062d\u062a\u0648\u0649\"><\/p>\n<p>\u0641\u064a \u0645\u0643\u0627\u0641\u062d\u0629 \u0627\u0644\u062d\u0631\u0627\u0626\u0642\u060c \u0627\u0644\u062b\u0648\u0627\u0646\u064a \u0645\u0647\u0645\u0629. \u064a\u0645\u0643\u0646 \u0623\u0646 \u064a\u0639\u0646\u064a \u0627\u0644\u062a\u0623\u062e\u064a\u0631 \u0641\u064a \u0628\u062b \u0627\u0644\u0641\u064a\u062f\u064a\u0648 \u0623\u0648 \u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0641\u0631\u0642 \u0628\u064a\u0646 \u0627\u062d\u062a\u0648\u0627\u0621 \u062d\u0631\u064a\u0642 \u0635\u063a\u064a\u0631 \u0648\u0641\u0642\u062f\u0627\u0646 \u0627\u0644\u0633\u064a\u0637\u0631\u0629. \u0639\u0646\u062f\u0645\u0627 \u0646\u0635\u062f\u0631 \u0637\u0627\u0626\u0631\u0627\u062a \u0628\u062f\u0648\u0646 \u0637\u064a\u0627\u0631 \u0625\u0644\u0649 \u0627\u0644\u0648\u0644\u0627\u064a\u0627\u062a \u0627\u0644\u0645\u062a\u062d\u062f\u0629\u060c \u063a\u0627\u0644\u0628\u064b\u0627 \u0645\u0627 \u0646\u0634\u0631\u062d \u0627\u0644\u0641\u0631\u0642 \u0628\u064a\u0646 <strong>\u062d\u0627\u0641\u0629 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/strong> \u0648 <strong>\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0633\u062d\u0627\u0628\u064a<\/strong>.<\/p>\n<ul>\n<li><strong>\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0637\u0631\u0641\u064a:<\/strong> Processing happens on the drone&#39;s flight computer. It is fast and works without internet.<\/li>\n<li><strong>\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0633\u062d\u0627\u0628\u064a:<\/strong> \u064a\u062a\u0645 \u0625\u0631\u0633\u0627\u0644 \u0627\u0644\u0641\u064a\u062f\u064a\u0648 \u0625\u0644\u0649 \u062e\u0627\u062f\u0645\u060c \u0648\u0645\u0639\u0627\u0644\u062c\u062a\u0647\u060c \u0648\u0625\u0639\u0627\u062f\u0629 \u0625\u0631\u0633\u0627\u0644 \u0627\u0644\u0646\u062a\u0627\u0626\u062c. \u0647\u0630\u0627 \u064a\u0633\u0628\u0628 \u062a\u0623\u062e\u064a\u0631\u064b\u0627.<\/li>\n<\/ul>\n<p>\u0644\u0644\u0645\u0647\u0627\u0645 \u0627\u0644\u062d\u0631\u062c\u0629\u060c \u064a\u062c\u0628 \u0639\u0644\u064a\u0643 \u062f\u0627\u0626\u0645\u064b\u0627 \u0625\u0639\u0637\u0627\u0621 \u0627\u0644\u0623\u0648\u0644\u0648\u064a\u0629 \u0644\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0639\u0644\u0649 \u0627\u0644\u062d\u0627\u0641\u0629. \u0648\u0645\u0639 \u0630\u0644\u0643\u060c \u062d\u062a\u0649 \u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0645\u0648\u062c\u0648\u062f\u0629 \u0639\u0644\u0649 \u0645\u062a\u0646 \u0627\u0644\u0637\u0627\u0626\u0631\u0629 \u0644\u062f\u064a\u0647\u0627 \u0632\u0645\u0646 \u0627\u0646\u062a\u0642\u0627\u0644.<\/p>\n<h3>\u0642\u064a\u0627\u0633 \u0632\u0645\u0646 \u0627\u0644\u0627\u0646\u062a\u0642\u0627\u0644 \"\u0645\u0646 \u0627\u0644\u0632\u062c\u0627\u062c \u0625\u0644\u0649 \u0627\u0644\u0632\u062c\u0627\u062c\"<\/h3>\n<p>\u062a\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u0627\u062e\u062a\u0628\u0627\u0631 <strong>\u0627\u0644\u0643\u0645\u0648\u0646<\/strong>. \u0647\u0630\u0627 \u0647\u0648 \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0630\u064a \u064a\u0633\u062a\u063a\u0631\u0642\u0647 \u0627\u0644\u0641\u0648\u062a\u0648\u0646 \u0644\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u0649 \u0639\u062f\u0633\u0629 \u0627\u0644\u0643\u0627\u0645\u064a\u0631\u0627 \u0648\u0638\u0647\u0648\u0631 \u062a\u0644\u0643 \u0627\u0644\u0635\u0648\u0631\u0629 (\u0645\u0639 \u0645\u0631\u0628\u0639 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062d\u064a\u0637) \u0639\u0644\u0649 \u0634\u0627\u0634\u0629 \u0648\u062d\u062f\u0629 \u0627\u0644\u062a\u062d\u0643\u0645 \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0643.<br \/><strong>\u0643\u064a\u0641\u064a\u0629 \u0627\u0644\u0627\u062e\u062a\u0628\u0627\u0631:<\/strong><\/p>\n<ol>\n<li>\u0642\u0645 \u0628\u0625\u0639\u062f\u0627\u062f \u0633\u0627\u0639\u0629 \u062a\u0648\u0642\u064a\u062a \u0631\u0642\u0645\u064a\u0629 \u0639\u0644\u0649 \u0637\u0627\u0648\u0644\u0629.<\/li>\n<li>\u0648\u062c\u0647 \u0643\u0627\u0645\u064a\u0631\u0627 \u0627\u0644\u0637\u0627\u0626\u0631\u0629 \u0628\u062f\u0648\u0646 \u0637\u064a\u0627\u0631 \u0646\u062d\u0648 \u0633\u0627\u0639\u0629 \u0627\u0644\u062a\u0648\u0642\u064a\u062a.<\/li>\n<li>Film the drone&#39;s controller screen with your smartphone in slow motion.<\/li>\n<li>Compare the time shown on the stopwatch vs. the time shown on the drone&#39;s screen feed.<\/li>\n<li>\u0627\u0644\u0641\u0631\u0642 \u0647\u0648 \u0632\u0645\u0646 \u0627\u0644\u0627\u0646\u062a\u0642\u0627\u0644 \u0627\u0644\u062e\u0627\u0635 \u0628\u0643.<\/li>\n<\/ol>\n<p>\u0644\u0644\u0637\u064a\u0631\u0627\u0646 \u0627\u0644\u062a\u0643\u062a\u064a\u0643\u064a \u0639\u0627\u0644\u064a \u0627\u0644\u0633\u0631\u0639\u0629\u060c \u0623\u064a \u0634\u064a\u0621 \u064a\u0632\u064a\u062f \u0639\u0646 <strong>150 \u0645\u0644\u0644\u064a \u062b\u0627\u0646\u064a\u0629<\/strong> (\u0645\u0644\u0644\u064a \u062b\u0627\u0646\u064a\u0629) \u064a\u0645\u0643\u0646 \u0623\u0646 \u064a\u0633\u0628\u0628 \u062a\u0630\u0628\u0630\u0628 \u0627\u0644\u0637\u064a\u0627\u0631 (\u062d\u064a\u062b \u062a\u0642\u0648\u0645 \u0628\u0627\u0644\u062a\u0635\u062d\u064a\u062d \u0627\u0644\u0632\u0627\u0626\u062f \u0644\u0623\u0646 \u0627\u0644\u0641\u064a\u062f\u064a\u0648 \u0645\u062a\u0623\u062e\u0631). \u0628\u0627\u0644\u0646\u0633\u0628\u0629 \u0644\u062a\u0646\u0628\u064a\u0647\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u060c \u0625\u0630\u0627 \u0643\u0627\u0646\u062a \u0627\u0644\u0637\u0627\u0626\u0631\u0629 \u0628\u062f\u0648\u0646 \u0637\u064a\u0627\u0631 \u062a\u0637\u064a\u0631 \u0628\u0633\u0631\u0639\u0629 15 \u0645\u062a\u0631\u064b\u0627 \u0641\u064a \u0627\u0644\u062b\u0627\u0646\u064a\u0629\u060c \u0641\u0625\u0646 \u062a\u0623\u062e\u064a\u0631 \u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0644\u0645\u062f\u0629 \u062b\u0627\u0646\u064a\u062a\u064a\u0646 \u064a\u0639\u0646\u064a \u0623\u0646 \u0627\u0644\u0637\u0627\u0626\u0631\u0629 \u0628\u062f\u0648\u0646 \u0637\u064a\u0627\u0631 \u0642\u062f \u0633\u0627\u0641\u0631\u062a 30 \u0645\u062a\u0631\u064b\u0627 \u0628\u0639\u062f \u0627\u0644\u0647\u062f\u0641 \u0642\u0628\u0644 \u0623\u0646 \u062a\u0631\u0649 \u0627\u0644\u062a\u0646\u0628\u064a\u0647.<\/p>\n<h3>\u0645\u062d\u0627\u0643\u0627\u0629 \u0641\u0642\u062f\u0627\u0646 \u0631\u0627\u0628\u0637 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/h3>\n<p>\u064a\u062c\u0628 \u0623\u0646 \u064a\u062a\u0639\u0627\u0645\u0644 \u0627\u0644\u0646\u0638\u0627\u0645 \u0627\u0644\u0642\u0648\u064a \u0645\u0639 \u0641\u0642\u062f\u0627\u0646 \u0627\u0644\u0625\u0634\u0627\u0631\u0629. \u063a\u0627\u0644\u0628\u064b\u0627 \u0645\u0627 \u062a\u062d\u062a\u0648\u064a \u0645\u0646\u0627\u0637\u0642 \u0627\u0644\u062d\u0631\u0627\u0626\u0642 \u0639\u0644\u0649 \u062a\u062f\u0627\u062e\u0644 \u064a\u0642\u0637\u0639 \u0631\u0627\u0628\u0637 \u0627\u0644\u0641\u064a\u062f\u064a\u0648.<br \/><strong>The Test:<\/strong><br \/>\u0623\u062b\u0646\u0627\u0621 \u062a\u062a\u0628\u0639 \u0627\u0644\u0637\u0627\u0626\u0631\u0629 \u0628\u062f\u0648\u0646 \u0637\u064a\u0627\u0631 \u0644\u062e\u0637 \u0627\u0644\u062d\u0631\u064a\u0642 \u0628\u0634\u0643\u0644 \u0645\u0633\u062a\u0642\u0644 \u0623\u0648 \u0627\u0644\u0628\u062d\u062b \u0641\u064a \u0634\u0628\u0643\u0629\u060c \u0627\u0641\u0635\u0644 \u0647\u0648\u0627\u0626\u064a \u0627\u0644\u0641\u064a\u062f\u064a\u0648 \u0623\u0648 \u0642\u0645 \u0628\u062a\u0648\u062c\u064a\u0647\u0647\u0627 \u0639\u0645\u062f\u064b\u0627 \u062e\u0644\u0641 \u0645\u0628\u0646\u0649 \u0644\u0642\u0637\u0639 \u0627\u0644\u0627\u062a\u0635\u0627\u0644.<br \/>\u0627\u0646\u062a\u0638\u0631 30 \u062b\u0627\u0646\u064a\u0629\u060c \u062b\u0645 \u0623\u0639\u062f \u0627\u0644\u0627\u062a\u0635\u0627\u0644.<br \/><strong>\u0627\u0644\u0633\u0624\u0627\u0644:<\/strong> \u0647\u0644 \u0627\u0633\u062a\u0645\u0631 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0641\u064a \u0627\u0644\u0639\u0645\u0644\u061f<\/p>\n<ul>\n<li><strong>\u0641\u0634\u0644:<\/strong> \u062a\u0648\u0642\u0641\u062a \u0627\u0644\u0637\u0627\u0626\u0631\u0629 \u0628\u062f\u0648\u0646 \u0637\u064a\u0627\u0631 \u0639\u0646 \u062a\u0633\u062c\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0639\u0646\u062f\u0645\u0627 \u0627\u0646\u0642\u0637\u0639 \u0627\u0644\u0627\u062a\u0635\u0627\u0644.<\/li>\n<li><strong>\u0627\u062c\u062a\u0627\u0632:<\/strong> \u0627\u0633\u062a\u0645\u0631\u062a \u0627\u0644\u0637\u0627\u0626\u0631\u0629 \u0628\u062f\u0648\u0646 \u0637\u064a\u0627\u0631 \u0641\u064a \u0627\u0644\u0645\u0633\u062d\u060c \u0648\u062a\u0633\u062c\u064a\u0644 \u0625\u062d\u062f\u0627\u062b\u064a\u0627\u062a \u0627\u0644\u0646\u0642\u0627\u0637 \u0627\u0644\u0633\u0627\u062e\u0646\u0629 \u0639\u0644\u0649 \u0628\u0637\u0627\u0642\u0629 SD \u0627\u0644\u062f\u0627\u062e\u0644\u064a\u0629 \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0647\u0627\u060c \u0648\u062a\u062d\u0645\u064a\u0644\u0647\u0627 \u062a\u0644\u0642\u0627\u0626\u064a\u064b\u0627 \u0625\u0644\u0649 \u0648\u062d\u062f\u0629 \u0627\u0644\u062a\u062d\u0643\u0645 \u0641\u064a \u0627\u0644\u0644\u062d\u0638\u0629 \u0627\u0644\u062a\u064a \u062a\u0645\u062a \u0641\u064a\u0647\u0627 \u0625\u0639\u0627\u062f\u0629 \u062a\u0623\u0633\u064a\u0633 \u0627\u0644\u0627\u062a\u0635\u0627\u0644.<\/li>\n<\/ul>\n<p>This feature is vital. The drone is often your &quot;eye&quot; in places you cannot reach. If it stops &quot;thinking&quot; just because it can&#39;t &quot;talk&quot; to you, it is not a smart drone; it is just a remote-controlled camera.<\/p>\n<h3>\u0645\u0639\u0627\u064a\u064a\u0631 \u0632\u0645\u0646 \u0627\u0644\u0627\u0633\u062a\u062c\u0627\u0628\u0629 \u0644\u0644\u0637\u0627\u0626\u0631\u0627\u062a \u0628\u062f\u0648\u0646 \u0637\u064a\u0627\u0631 \u0644\u0645\u0643\u0627\u0641\u062d\u0629 \u0627\u0644\u062d\u0631\u0627\u0626\u0642<\/h3>\n<table>\n<thead>\n<tr>\n<th align=\"left\">\u0627\u0644\u0645\u0643\u0648\u0651\u0646<\/th>\n<th align=\"left\">\u0637\u0627\u0626\u0631\u0629 \u0628\u062f\u0648\u0646 \u0637\u064a\u0627\u0631 \u062a\u062c\u0627\u0631\u064a\u0629 \u0642\u064a\u0627\u0633\u064a\u0629<\/th>\n<th align=\"left\">\u0637\u0627\u0626\u0631\u0629 \u0628\u062f\u0648\u0646 \u0637\u064a\u0627\u0631 \u062a\u0643\u062a\u064a\u0643\u064a\u0629 \u0627\u062d\u062a\u0631\u0627\u0641\u064a\u0629<\/th>\n<th align=\"left\">\u062a\u0623\u062b\u064a\u0631 \u0627\u0644\u0623\u062f\u0627\u0621 \u0627\u0644\u0636\u0639\u064a\u0641<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td align=\"left\"><strong>\u0632\u0645\u0646 \u0627\u0633\u062a\u062c\u0627\u0628\u0629 \u062a\u063a\u0630\u064a\u0629 \u0627\u0644\u0641\u064a\u062f\u064a\u0648<\/strong><\/td>\n<td align=\"left\">200ms &#8211; 400ms<\/td>\n<td align=\"left\">&lt; 100 \u0645\u0644\u0644\u064a \u062b\u0627\u0646\u064a\u0629<\/td>\n<td align=\"left\">\u063a\u062b\u064a\u0627\u0646 \u0627\u0644\u0637\u064a\u0627\u0631\u061b \u0635\u0639\u0648\u0628\u0629 \u0627\u0644\u0637\u064a\u0631\u0627\u0646 \u0628\u0627\u0644\u0642\u0631\u0628 \u0645\u0646 \u0627\u0644\u0639\u0648\u0627\u0626\u0642.<\/td>\n<\/tr>\n<tr>\n<td align=\"left\"><strong>\u0648\u0642\u062a \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/strong><\/td>\n<td align=\"left\">1.0 &#8211; 2.0 seconds<\/td>\n<td align=\"left\">&lt; 0.1 \u062b\u0627\u0646\u064a\u0629 (\u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0641\u0639\u0644\u064a)<\/td>\n<td align=\"left\">\u062a\u0645\u0631 \u0627\u0644\u0637\u0627\u0626\u0631\u0629 \u0627\u0644\u0645\u0633\u064a\u0631\u0629 \u0641\u0648\u0642 \u0627\u0644\u0647\u062f\u0641 \u0642\u0628\u0644 \u062a\u0646\u0628\u064a\u0647 \u0627\u0644\u0645\u0634\u063a\u0644.<\/td>\n<\/tr>\n<tr>\n<td align=\"left\"><strong>\u0625\u0631\u0633\u0627\u0644 \u0627\u0644\u062a\u0646\u0628\u064a\u0647<\/strong><\/td>\n<td align=\"left\">\u064a\u0639\u062a\u0645\u062f \u0639\u0644\u0649 4G\/5G<\/td>\n<td align=\"left\">\u0645\u0633\u062a\u0642\u0644 (\u0631\u0627\u0628\u0637 \u0627\u0644\u062a\u0631\u062f\u062f\u0627\u062a \u0627\u0644\u0631\u0627\u062f\u064a\u0648\u064a\u0629)<\/td>\n<td align=\"left\">\u062a\u0641\u0634\u0644 \u0627\u0644\u062a\u0646\u0628\u064a\u0647\u0627\u062a \u0641\u064a \u0627\u0644\u0645\u0646\u0627\u0637\u0642 \u0627\u0644\u0646\u0627\u0626\u064a\u0629 \u0627\u0644\u062a\u064a \u0644\u0627 \u062a\u0648\u062c\u062f \u0628\u0647\u0627 \u0623\u0628\u0631\u0627\u062c \u062e\u0644\u0648\u064a\u0629.<\/td>\n<\/tr>\n<tr>\n<td align=\"left\"><strong>\u0633\u0644\u0648\u0643 \u0641\u0642\u062f\u0627\u0646 \u0627\u0644\u0627\u062a\u0635\u0627\u0644<\/strong><\/td>\n<td align=\"left\">\u064a\u062a\u0648\u0642\u0641 \u0639\u0646 \u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0629<\/td>\n<td align=\"left\">\u064a\u0633\u062c\u0644 \u0641\u064a \u0627\u0644\u0630\u0627\u0643\u0631\u0629 \u0627\u0644\u062f\u0627\u062e\u0644\u064a\u0629<\/td>\n<td align=\"left\">\u0641\u062c\u0648\u0627\u062a \u0628\u064a\u0627\u0646\u0627\u062a \u0641\u064a \u0631\u0633\u0645 \u062e\u0631\u0627\u0626\u0637 \u0627\u0644\u062d\u0631\u0627\u0626\u0642 \u0627\u0644\u062d\u0631\u062c\u0629.<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>What benchmarks should I use to evaluate the system&#39;s false alarm rate?<\/h2>\n<p>\u0644\u0642\u062f \u0642\u0645\u0646\u0627 \u0630\u0627\u062a \u0645\u0631\u0629 \u0628\u0633\u062d\u0628 \u062f\u0641\u0639\u0629 \u0628\u0633\u0628\u0628 \u0627\u0646\u0639\u0643\u0627\u0633\u0627\u062a \u0627\u0644\u0634\u0645\u0633 \u0627\u0644\u062a\u064a \u0623\u062f\u062a \u0625\u0644\u0649 \u062a\u0634\u063a\u064a\u0644 \u062a\u0646\u0628\u064a\u0647\u0627\u062a \u0627\u0644\u062d\u0631\u064a\u0642. \u0645\u0639\u062f\u0644\u0627\u062a \u0627\u0644\u0625\u0646\u0630\u0627\u0631\u0627\u062a \u0627\u0644\u0643\u0627\u0630\u0628\u0629 \u0627\u0644\u0645\u0631\u062a\u0641\u0639\u0629 \u062a\u0642\u0644\u0644 \u0645\u0646 \u062d\u0633\u0627\u0633\u064a\u0629 \u0627\u0644\u0645\u0634\u063a\u0644\u064a\u0646\u060c \u0645\u0645\u0627 \u064a\u062f\u0641\u0639\u0647\u0645 \u0625\u0644\u0649 \u062a\u062c\u0627\u0647\u0644 \u0627\u0644\u062a\u062d\u0630\u064a\u0631\u0627\u062a \u0627\u0644\u062d\u0642\u064a\u0642\u064a\u0629 \u0623\u062b\u0646\u0627\u0621 \u062d\u0627\u0644\u0627\u062a \u0627\u0644\u0637\u0648\u0627\u0631\u0626 \u0627\u0644\u0641\u0639\u0644\u064a\u0629.<\/p>\n<p><strong>\u0642\u0645 \u0628\u062a\u0642\u064a\u064a\u0645 \u0627\u0644\u0646\u0638\u0627\u0645 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u062f\u0642\u0629 <a href=\"https:\/\/en.wikipedia.org\/wiki\/Precision_and_recall\" target=\"_blank\" rel=\"noopener noreferrer\">\u0627\u0644\u062f\u0642\u0629 \u0648\u0627\u0644\u0627\u0633\u062a\u062f\u0639\u0627\u0621<\/a> <sup id=\"ref-9\"><a href=\"#footnote-9\" class=\"footnote-ref\">9<\/a><\/sup> \u0648\u0645\u0642\u0627\u064a\u064a\u0633 \u0627\u0644\u0627\u0633\u062a\u062f\u0639\u0627\u0621 \u0628\u062f\u0644\u0627\u064b \u0645\u0646 \u0646\u0633\u0628 \u0627\u0644\u062f\u0642\u0629 \u0627\u0644\u0628\u0633\u064a\u0637\u0629. \u0642\u0645 \u0628\u0625\u062c\u0631\u0627\u0621 \u0627\u062e\u062a\u0628\u0627\u0631\u0627\u062a \u0625\u062c\u0647\u0627\u062f \u062a\u062a\u0636\u0645\u0646 \u0627\u0644\u0623\u0633\u0637\u062d \u0627\u0644\u0639\u0627\u0643\u0633\u0629 \u0648\u0623\u0646\u0648\u0627\u0639 \u0627\u0644\u063a\u0637\u0627\u0621 \u0627\u0644\u0646\u0628\u0627\u062a\u064a \u0627\u0644\u0645\u062a\u063a\u064a\u0631\u0629 \u0644\u062a\u062d\u062f\u064a\u062f \u0645\u0639\u062f\u0644 \u0627\u0644\u0625\u064a\u062c\u0627\u0628\u064a\u0627\u062a \u0627\u0644\u062e\u0627\u0637\u0626\u0629 \u0627\u0644\u0645\u062d\u062f\u062f\u060c \u0645\u0639 \u0636\u0645\u0627\u0646 \u0623\u0646 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u064a\u062d\u062f\u062f \u0641\u0642\u0637 \u0627\u0644\u0634\u0630\u0648\u0630\u0627\u062a \u0627\u0644\u062d\u0631\u0627\u0631\u064a\u0629 \u0627\u0644\u062d\u0642\u064a\u0642\u064a\u0629 \u0643\u062a\u0647\u062f\u064a\u062f\u0627\u062a \u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u062a\u0646\u0641\u064a\u0630.<\/strong><\/p>\n<p><img decoding=\"async\" src=\"https:\/\/sridrone.com\/wp-content\/uploads\/2026\/01\/v2-article-1769861689436-5.jpg\" alt=\"\u0639\u0646\u0635\u0631 \u0645\u0631\u0626\u064a \u062f\u0627\u062e\u0644 \u0627\u0644\u0645\u0642\u0627\u0644 (ID#5)\" title=\"\u0627\u0644\u0639\u0646\u0635\u0631 \u0627\u0644\u0645\u0631\u0626\u064a\"><\/p>\n<p>When you talk to sales representatives, they will often claim &quot;99% Accuracy.&quot; In our industry, this number is meaningless without context. If a drone flies for an hour and sees nothing (which is correct because there is no fire), it is 100% accurate. But that doesn&#39;t tell you if it <em>\u0642\u062f<\/em> \u0642\u062f \u0631\u0623\u0649 \u062d\u0631\u064a\u0642\u064b\u0627.<\/p>\n<p>\u0644\u062a\u0642\u064a\u064a\u0645 \u0627\u0644\u0646\u0638\u0627\u0645 \u062d\u0642\u064b\u0627\u060c \u062a\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u0641\u0647\u0645 \u0648\u0627\u062e\u062a\u0628\u0627\u0631 <strong>\u0627\u0644\u062f\u0642\u0629<\/strong> \u0648 <strong>\u0627\u0644\u0627\u0633\u062a\u062f\u0639\u0627\u0621<\/strong>.<\/p>\n<ul>\n<li><strong>\u0627\u0644\u0627\u0633\u062a\u062f\u0639\u0627\u0621 (\u0627\u0644\u062d\u0633\u0627\u0633\u064a\u0629):<\/strong> \u0645\u0646 \u0628\u064a\u0646 10 \u062d\u0631\u0627\u0626\u0642 \u0641\u0639\u0644\u064a\u0629\u060c \u0643\u0645 \u0639\u062f\u062f\u0647\u0627 \u0627\u0644\u062a\u064a \u0648\u062c\u062f\u062a\u0647\u0627 \u0627\u0644\u0637\u0627\u0626\u0631\u0629 \u0628\u062f\u0648\u0646 \u0637\u064a\u0627\u0631\u061f (\u0639\u0644\u0649 \u0633\u0628\u064a\u0644 \u0627\u0644\u0645\u062b\u0627\u0644\u060c \u0648\u062c\u062f\u062a 9 \u0645\u0646 \u0623\u0635\u0644 10. \u0627\u0644\u0627\u0633\u062a\u062f\u0639\u0627\u0621 \u0647\u0648 90%).<\/li>\n<li><strong>\u0627\u0644\u062f\u0642\u0629:<\/strong> \u0645\u0646 \u0628\u064a\u0646 10 \u062a\u0646\u0628\u064a\u0647\u0627\u062a \u0623\u0631\u0633\u0644\u062a\u0647\u0627 \u0627\u0644\u0637\u0627\u0626\u0631\u0629 \u0628\u062f\u0648\u0646 \u0637\u064a\u0627\u0631\u060c \u0643\u0645 \u0639\u062f\u062f\u0647\u0627 \u0643\u0627\u0646\u062a \u062d\u0631\u0627\u0626\u0642 \u0641\u0639\u0644\u064a\u0629\u061f (\u0639\u0644\u0649 \u0633\u0628\u064a\u0644 \u0627\u0644\u0645\u062b\u0627\u0644\u060c \u0623\u0631\u0633\u0644\u062a 20 \u062a\u0646\u0628\u064a\u0647\u064b\u0627\u060c \u0644\u0643\u0646 10 \u0641\u0642\u0637 \u0643\u0627\u0646\u062a \u062d\u0631\u0627\u0626\u0642. \u0627\u0644\u062f\u0642\u0629 \u0647\u064a 50%).<\/li>\n<\/ul>\n<p>\u0641\u064a \u0645\u0643\u0627\u0641\u062d\u0629 \u0627\u0644\u062d\u0631\u0627\u0626\u0642\u060c, <strong>\u0627\u0644\u0627\u0633\u062a\u062f\u0639\u0627\u0621 \u0623\u0643\u062b\u0631 \u0623\u0647\u0645\u064a\u0629<\/strong>. \u064a\u0645\u0643\u0646\u0643 \u062a\u062d\u0645\u0644 \u0639\u062f\u062f \u0642\u0644\u064a\u0644 \u0645\u0646 \u0627\u0644\u0625\u0646\u0630\u0627\u0631\u0627\u062a \u0627\u0644\u0643\u0627\u0630\u0628\u0629 (\u062f\u0642\u0629 \u0645\u0646\u062e\u0641\u0636\u0629) \u0625\u0630\u0627 \u0643\u0627\u0646 \u0630\u0644\u0643 \u064a\u0639\u0646\u064a \u0623\u0646\u0643 \u0644\u0627 \u062a\u0641\u0648\u062a \u062d\u0631\u064a\u0642\u064b\u0627 \u0623\u0628\u062f\u064b\u0627 (\u0627\u0633\u062a\u062f\u0639\u0627\u0621 \u0639\u0627\u0644\u064d). \u0648\u0645\u0639 \u0630\u0644\u0643\u060c \u0625\u0630\u0627 \u0627\u0646\u062e\u0641\u0636\u062a \u0627\u0644\u062f\u0642\u0629 \u0625\u0644\u0649 \u0645\u0633\u062a\u0648\u0649 \u0645\u0646\u062e\u0641\u0636 \u062c\u062f\u064b\u0627\u060c \u064a\u0635\u0628\u062d \u0627\u0644\u0646\u0638\u0627\u0645 \u0645\u0632\u0639\u062c\u064b\u0627 \u0648\u063a\u064a\u0631 \u0642\u0627\u0628\u0644 \u0644\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645.<\/p>\n<h3>\u0627\u062e\u062a\u0628\u0627\u0631 \u0625\u062c\u0647\u0627\u062f \"\u0627\u0644\u0627\u0646\u0639\u0643\u0627\u0633\"<\/h3>\n<p>\u0623\u0643\u0628\u0631 \u0639\u062f\u0648 \u0644\u0644\u0643\u0634\u0641 \u0627\u0644\u0628\u0635\u0631\u064a \u0639\u0646 \u0627\u0644\u062d\u0631\u0627\u0626\u0642 \u0647\u0648 <strong>\u0648\u0647\u062c \u0627\u0644\u0634\u0645\u0633<\/strong>. \u064a\u0645\u0643\u0646 \u0644\u0623\u0634\u0639\u0629 \u0627\u0644\u0634\u0645\u0633 \u0627\u0644\u0645\u0646\u0639\u0643\u0633\u0629 \u0639\u0646 \u0633\u0642\u0641 \u0645\u0646 \u0627\u0644\u0635\u0641\u064a\u062d \u0623\u0648 \u0637\u0631\u064a\u0642 \u0645\u0628\u0644\u0644 \u0623\u0648 \u0645\u0628\u0646\u0649 \u0632\u062c\u0627\u062c\u064a \u0623\u0646 \u062a\u0628\u062f\u0648 \u062a\u0645\u0627\u0645\u064b\u0627 \u0645\u062b\u0644 \u0627\u0644\u0644\u0647\u0628 \u0644\u0646\u0645\u0648\u0630\u062c \u0630\u0643\u0627\u0621 \u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0623\u0633\u0627\u0633\u064a (\u0633\u0627\u0637\u0639\u060c \u0648\u0627\u0645\u0636\u060c \u0645\u0635\u0641\u0631).<br \/><strong>The Test:<\/strong><br \/>\u0642\u0645 \u0628\u062a\u0634\u063a\u064a\u0644 \u0627\u0644\u0637\u0627\u0626\u0631\u0629 \u0628\u062f\u0648\u0646 \u0637\u064a\u0627\u0631 \u0641\u064a \u064a\u0648\u0645 \u0645\u0634\u0645\u0633 \u0633\u0627\u0637\u0639 \u0641\u0648\u0642 \u0645\u0646\u0637\u0642\u0629 \u0635\u0646\u0627\u0639\u064a\u0629 \u0623\u0648 \u0645\u0648\u0642\u0641 \u0633\u064a\u0627\u0631\u0627\u062a.<br \/>\u0627\u062d\u0633\u0628 \u0639\u062f\u062f \u0627\u0644\u0645\u0631\u0627\u062a \u0627\u0644\u062a\u064a \u064a\u0631\u0633\u0645 \u0641\u064a\u0647\u0627 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0645\u0631\u0628\u0639 \"\u062d\u0631\u064a\u0642\" \u062d\u0648\u0644 \u0632\u062c\u0627\u062c \u0623\u0645\u0627\u0645\u064a \u0623\u0648 \u0633\u0642\u0641 \u0645\u0639\u062f\u0646\u064a.<br \/>A high-quality algorithm uses &quot;temporal analysis&quot;\u2014it watches the object for a few seconds. Fire flickers chaotically; a reflection is usually steady or moves predictably with the drone&#39;s flight. If the AI alerts instantly on a reflection without checking for movement, the software is immature.<\/p>\n<h3>\u0627\u0644\u062a\u062d\u0642\u0642 \u0645\u0646 \u0646\u0648\u0639 \u0627\u0644\u063a\u0637\u0627\u0621 \u0627\u0644\u0646\u0628\u0627\u062a\u064a \u0648\u0627\u0644\u0648\u0642\u0648\u062f<\/h3>\n<p>Another benchmark is the system&#39;s ability to recognize <em>\u0627\u0644\u062e\u0627\u0635 \u0628\u0643<\/em> \u0646\u0648\u0639 \u0627\u0644\u062d\u0631\u064a\u0642 \u0627\u0644\u0645\u062d\u0644\u064a.<br \/>\u0644\u0642\u062f \u0631\u0623\u064a\u0646\u0627 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u062a\u0645 \u062a\u062f\u0631\u064a\u0628\u0647\u0627 \u0639\u0644\u0649 \u062d\u0631\u0627\u0626\u0642 \u0627\u0644\u063a\u0627\u0628\u0627\u062a \u0641\u064a \u0643\u0627\u0644\u064a\u0641\u0648\u0631\u0646\u064a\u0627 (\u062d\u0631\u0642 \u0627\u0644\u0635\u0646\u0648\u0628\u0631 \u0648\u0627\u0644\u0634\u062c\u064a\u0631\u0627\u062a \u0627\u0644\u062c\u0627\u0641\u0629) \u062a\u0641\u0634\u0644 \u062a\u0645\u0627\u0645\u064b\u0627 <a href=\"https:\/\/fire.berkeley.edu\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u062d\u0631\u0627\u0626\u0642 \u0627\u0644\u063a\u0627\u0628\u0627\u062a \u0641\u064a \u0643\u0627\u0644\u064a\u0641\u0648\u0631\u0646\u064a\u0627<\/a> <sup id=\"ref-10\"><a href=\"#footnote-10\" class=\"footnote-ref\">10<\/a><\/sup> \u0639\u0646\u062f \u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0647\u0627 \u0641\u064a \u062d\u0631\u0627\u0626\u0642 \u0627\u0644\u0645\u0648\u0627\u062f \u0627\u0644\u0643\u064a\u0645\u064a\u0627\u0626\u064a\u0629 \u0627\u0644\u0635\u0646\u0627\u0639\u064a\u0629 \u0623\u0648 \u062d\u0631\u0627\u0626\u0642 \u0645\u0633\u062a\u0646\u0642\u0639\u0627\u062a \u0627\u0644\u062e\u062b.<\/p>\n<ul>\n<li><strong>\u062d\u0631\u064a\u0642 \u0627\u0644\u063a\u0627\u0628\u0627\u062a:<\/strong> \u0644\u0647\u0628 \u0639\u0627\u0644\u064d\u060c \u0627\u0644\u0643\u062b\u064a\u0631 \u0645\u0646 \u0627\u0644\u062f\u062e\u0627\u0646.<\/li>\n<li><strong>\u062d\u0631\u064a\u0642 \u0627\u0644\u062e\u062b:<\/strong> \u0623\u0631\u0636 \u0645\u062a\u0641\u062d\u0645\u0629\u060c \u0644\u0647\u0628 \u0645\u0631\u0626\u064a \u0642\u0644\u064a\u0644\u060c \u062d\u0631\u0627\u0631\u0629 \u0639\u0627\u0644\u064a\u0629.<\/li>\n<li><strong>\u062d\u0631\u064a\u0642 \u0643\u064a\u0645\u064a\u0627\u0626\u064a:<\/strong> \u0623\u0644\u0648\u0627\u0646 \u062f\u062e\u0627\u0646 \u063a\u064a\u0631 \u0639\u0627\u062f\u064a\u0629 (\u0623\u062e\u0636\u0631\/\u0623\u0635\u0641\u0631)\u060c \u062f\u0631\u062c\u0627\u062a \u062d\u0631\u0627\u0631\u0629 \u0639\u0627\u0644\u064a\u0629 \u0644\u0644\u063a\u0627\u064a\u0629.<\/li>\n<\/ul>\n<p>\u0625\u0630\u0627 \u0643\u0646\u062a \u0645\u062f\u064a\u0631 \u0645\u0634\u062a\u0631\u064a\u0627\u062a \u0644\u0642\u0633\u0645 \u0641\u064a \u0627\u0644\u0645\u062f\u064a\u0646\u0629\u060c \u0641\u0625\u0646 \u0627\u062e\u062a\u0628\u0627\u0631 \u0627\u0644\u0637\u0627\u0626\u0631\u0629 \u0628\u062f\u0648\u0646 \u0637\u064a\u0627\u0631 \u0639\u0644\u0649 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u063a\u0627\u0628\u0627\u062a \u0644\u0627 \u064a\u0643\u0641\u064a. \u064a\u062c\u0628 \u0623\u0646 \u062a\u0633\u0623\u0644 \u0627\u0644\u0634\u0631\u0643\u0629 \u0627\u0644\u0645\u0635\u0646\u0639\u0629: \"\u0647\u0644 \u062a\u0645 \u062a\u062f\u0631\u064a\u0628 \u0647\u0630\u0627 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0639\u0644\u0649 \u062d\u0631\u0627\u0626\u0642 \u0627\u0644\u0645\u0628\u0627\u0646\u064a \u0648\u062d\u0631\u0648\u0642 \u0627\u0644\u0645\u0648\u0627\u062f \u0627\u0644\u0643\u064a\u0645\u064a\u0627\u0626\u064a\u0629\u061f\" \u0625\u0630\u0627 \u0643\u0627\u0646\u062a \u0627\u0644\u0625\u062c\u0627\u0628\u0629 \u0644\u0627\u060c \u0641\u0625\u0646 \u0627\u0644\u0645\u0639\u0627\u064a\u064a\u0631 \u0627\u0644\u0645\u0631\u062c\u0639\u064a\u0629 \u0627\u0644\u0645\u0642\u062f\u0645\u0629 \u0641\u064a \u0627\u0644\u0643\u062a\u064a\u0628 \u063a\u064a\u0631 \u0635\u0627\u0644\u062d\u0629 \u0644\u062d\u0627\u0644\u0629 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0643.<\/p>\n<h2>\u0627\u0644\u062e\u0627\u062a\u0645\u0629<\/h2>\n<p>Testing AI recognition accuracy is not about trusting the spec sheet; it is about verifying performance in the chaos of the real world. By stressing the system with heavy smoke, challenging it with thermal crossover conditions, measuring edge processing speeds, and benchmarking false alarm rates against reflective surfaces, you ensure the drone is a true asset. Don&#39;t just buy a flying camera\u2014invest in a validated, intelligent partner that enhances your team&#39;s safety and efficiency.<\/p>\n<h2>\u0627\u0644\u062d\u0648\u0627\u0634\u064a<\/h2>\n<p><span id=\"footnote-1\"><br \/>\n1. \u0647\u064a\u0626\u0629 \u0627\u0644\u0645\u0639\u0627\u064a\u064a\u0631 \u0627\u0644\u062f\u0648\u0644\u064a\u0629 \u0627\u0644\u0645\u0633\u0624\u0648\u0644\u0629 \u0639\u0646 \u0627\u0644\u062a\u0642\u064a\u064a\u0633 \u0641\u064a \u0645\u062c\u0627\u0644 \u0627\u0644\u0642\u064a\u0627\u0633\u0627\u062a \u0627\u0644\u062d\u064a\u0648\u064a\u0629. <a href=\"#ref-1\" class=\"footnote-backref\">\ufe0e<\/a><br \/>\n<\/span><\/p>\n<p><span id=\"footnote-2\"><br \/>\n2. \u0631\u0627\u0626\u062f\u0629 \u0627\u0644\u0635\u0646\u0627\u0639\u0629 \u0641\u064a \u062a\u0639\u0631\u064a\u0641 \u062d\u0648\u0633\u0628\u0629 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0637\u0631\u0641\u064a\u0629 \u0648\u062a\u0637\u0628\u064a\u0642\u0627\u062a\u0647\u0627. <a href=\"#ref-2\" class=\"footnote-backref\">\ufe0e<\/a><br \/>\n<\/span><\/p>\n<p><span id=\"footnote-3\"><br \/>\n3. \u0645\u0646\u0638\u0645\u0629 \u062f\u0648\u0644\u064a\u0629 \u0631\u0627\u0626\u062f\u0629 \u062a\u0636\u0639 \u0645\u0639\u0627\u064a\u064a\u0631 \u0627\u0644\u0633\u0644\u0627\u0645\u0629 \u0645\u0646 \u0627\u0644\u062d\u0631\u0627\u0626\u0642 \u0648\u0625\u062e\u0645\u0627\u062f\u0647\u0627. <a href=\"#ref-3\" class=\"footnote-backref\">\ufe0e<\/a><br \/>\n<\/span><\/p>\n<p><span id=\"footnote-4\"><br \/>\n4. \u0645\u0648\u0631\u062f \u062d\u0643\u0648\u0645\u064a \u0631\u0633\u0645\u064a \u064a\u062d\u062f\u062f \u0627\u0644\u062c\u0633\u064a\u0645\u0627\u062a \u0627\u0644\u062f\u0642\u064a\u0642\u0629 \u0648\u062a\u0623\u062b\u064a\u0631\u0647\u0627 \u0627\u0644\u0628\u064a\u0626\u064a. <a href=\"#ref-4\" class=\"footnote-backref\">\ufe0e<\/a><br \/>\n<\/span><\/p>\n<p><span id=\"footnote-5\"><br \/>\n5. \u0634\u0631\u062d \u062a\u0642\u0646\u064a \u0644\u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u0639\u0632\u0644 \u0627\u0644\u062d\u0631\u0627\u0631\u064a \u0645\u0646 \u0634\u0631\u0643\u0629 \u0645\u0635\u0646\u0639\u0629 \u0631\u0626\u064a\u0633\u064a\u0629 \u0644\u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u0627\u0633\u062a\u0634\u0639\u0627\u0631 \u0627\u0644\u062d\u0631\u0627\u0631\u064a\u0629. <a href=\"#ref-5\" class=\"footnote-backref\">\ufe0e<\/a><br \/>\n<\/span><\/p>\n<p><span id=\"footnote-6\"><br \/>\n6. \u062a\u0639\u0631\u064a\u0641 \u0631\u0633\u0645\u064a \u0644\u0644\u062a\u0642\u0627\u0637\u0639 \u0627\u0644\u062d\u0631\u0627\u0631\u064a \u0645\u0646 \u0627\u0644\u0645\u062c\u0645\u0648\u0639\u0629 \u0627\u0644\u0648\u0637\u0646\u064a\u0629 \u0644\u062a\u0646\u0633\u064a\u0642 \u062d\u0631\u0627\u0626\u0642 \u0627\u0644\u063a\u0627\u0628\u0627\u062a. <a href=\"#ref-6\" class=\"footnote-backref\">\ufe0e<\/a><br \/>\n<\/span><\/p>\n<p><span id=\"footnote-7\"><br \/>\n7. \u0646\u0638\u0631\u0629 \u0639\u0627\u0645\u0629 \u0639\u0627\u0645\u0629 \u0639\u0644\u0649 \u0645\u0641\u0647\u0648\u0645 \u0627\u0644\u062c\u0645\u0639 \u0628\u064a\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0645\u0646 \u0623\u062c\u0647\u0632\u0629 \u0627\u0633\u062a\u0634\u0639\u0627\u0631 \u0645\u062a\u0639\u062f\u062f\u0629. <a href=\"#ref-7\" class=\"footnote-backref\">\ufe0e<\/a><br \/>\n<\/span><\/p>\n<p><span id=\"footnote-8\"><br \/>\n8. \u0642\u0633\u0645 \u062d\u0643\u0648\u0645\u064a \u064a\u0648\u0636\u062d \u0627\u0644\u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627 \u0648\u0627\u0644\u0628\u0631\u0648\u062a\u0648\u0643\u0648\u0644\u0627\u062a \u0644\u0645\u0647\u0627\u0645 \u0627\u0644\u0628\u062d\u062b \u0648\u0627\u0644\u0625\u0646\u0642\u0627\u0630. <a href=\"#ref-8\" class=\"footnote-backref\">\ufe0e<\/a><br \/>\n<\/span><\/p>\n<p><span id=\"footnote-9\"><br \/>\n9. \u062a\u0639\u0631\u064a\u0641\u0627\u062a \u0625\u062d\u0635\u0627\u0626\u064a\u0629 \u0642\u064a\u0627\u0633\u064a\u0629 \u062a\u0633\u062a\u062e\u062f\u0645 \u0644\u062a\u0642\u064a\u064a\u0645 \u0623\u062f\u0627\u0621 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0623\u0646\u0645\u0627\u0637. <a href=\"#ref-9\" class=\"footnote-backref\">\ufe0e<\/a><br \/>\n<\/span><\/p>\n<p><span id=\"footnote-10\"><br \/>\n10. \u0645\u0631\u0643\u0632 \u0623\u0628\u062d\u0627\u062b \u0623\u0643\u0627\u062f\u064a\u0645\u064a \u064a\u0631\u0643\u0632 \u0639\u0644\u0649 \u0639\u0644\u0648\u0645 \u0627\u0644\u062d\u0631\u0627\u0626\u0642 \u0648\u0625\u062f\u0627\u0631\u062a\u0647\u0627 \u0641\u064a \u0643\u0627\u0644\u064a\u0641\u0648\u0631\u0646\u064a\u0627. <a href=\"#ref-10\" class=\"footnote-backref\">\ufe0e<\/a><br \/>\n<\/span><\/p>","protected":false},"excerpt":{"rendered":"<p>When we develop SkyRover software, we know relying solely on brochures is dangerous biometric 1. Smoke and darkness often blind standard sensors, putting your mission and investment at serious risk. You must demand validation datasets detailing training conditions and conduct controlled field tests Edge AI 2. Verify specific isotherm settings for smoke penetration, measure latency [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":3054,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_zeroy_edited":false,"_zeroy_last_edited":"","footnotes":""},"categories":[110],"tags":[],"class_list":["post-3059","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-firefighting-drone"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.0 (Yoast SEO v28.2) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>When purchasing firefighting drones equipped with AI recognition features, how should I test their recognition accuracy? - SkyRover Industrial Drones<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/sridrone.com\/ar\/\u0639\u0646\u062f-\u0634\u0631\u0627\u0621-\u0637\u0627\u0626\u0631\u0627\u062a-\u0628\u062f\u0648\u0646-\u0637\u064a\u0627\u0631-\u0644\u0645\u0643\u0627\u0641\u062d\u0629-\u0627\u0644\u062d\u0631-50\/\" \/>\n<meta property=\"og:locale\" content=\"ar_AR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"When purchasing firefighting drones equipped with AI recognition features, how should I test their recognition accuracy?\" \/>\n<meta property=\"og:description\" content=\"When we develop SkyRover software, we know relying solely on brochures is dangerous biometric 1. Smoke and darkness often blind standard sensors, putting your mission and investment at serious risk. You must demand validation datasets detailing training conditions and conduct controlled field tests Edge AI 2. Verify specific isotherm settings for smoke penetration, measure latency [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/sridrone.com\/ar\/\u0639\u0646\u062f-\u0634\u0631\u0627\u0621-\u0637\u0627\u0626\u0631\u0627\u062a-\u0628\u062f\u0648\u0646-\u0637\u064a\u0627\u0631-\u0644\u0645\u0643\u0627\u0641\u062d\u0629-\u0627\u0644\u062d\u0631-50\/\" \/>\n<meta property=\"og:site_name\" content=\"SkyRover Industrial Drones\" \/>\n<meta property=\"article:published_time\" content=\"2026-01-31T12:15:42+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/sridrone.com\/wp-content\/uploads\/2026\/01\/v2-article-1769861685053-1.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"600\" \/>\n\t<meta property=\"og:image:height\" content=\"600\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Kong\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u0643\u064f\u062a\u0628 \u0628\u0648\u0627\u0633\u0637\u0629\" \/>\n\t<meta name=\"twitter:data1\" content=\"Kong\" \/>\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=\"13 \u062f\u0642\u064a\u0642\u0629\" \/>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"\u0639\u0646\u062f \u0634\u0631\u0627\u0621 \u0637\u0627\u0626\u0631\u0627\u062a \u0628\u062f\u0648\u0646 \u0637\u064a\u0627\u0631 \u0644\u0645\u0643\u0627\u0641\u062d\u0629 \u0627\u0644\u062d\u0631\u0627\u0626\u0642 \u0645\u0632\u0648\u062f\u0629 \u0628\u0645\u064a\u0632\u0627\u062a \u0627\u0644\u062a\u0639\u0631\u0641 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u060c \u0643\u064a\u0641 \u064a\u062c\u0628 \u0623\u0646 \u0623\u062e\u062a\u0628\u0631 \u062f\u0642\u0629 \u0627\u0644\u062a\u0639\u0631\u0641 \u0644\u062f\u064a\u0647\u0627\u061f - \u0637\u0627\u0626\u0631\u0627\u062a SkyRover \u0627\u0644\u0635\u0646\u0627\u0639\u064a\u0629","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:\/\/sridrone.com\/ar\/\u0639\u0646\u062f-\u0634\u0631\u0627\u0621-\u0637\u0627\u0626\u0631\u0627\u062a-\u0628\u062f\u0648\u0646-\u0637\u064a\u0627\u0631-\u0644\u0645\u0643\u0627\u0641\u062d\u0629-\u0627\u0644\u062d\u0631-50\/","og_locale":"ar_AR","og_type":"article","og_title":"When purchasing firefighting drones equipped with AI recognition features, how should I test their recognition accuracy?","og_description":"When we develop SkyRover software, we know relying solely on brochures is dangerous biometric 1. Smoke and darkness often blind standard sensors, putting your mission and investment at serious risk. You must demand validation datasets detailing training conditions and conduct controlled field tests Edge AI 2. Verify specific isotherm settings for smoke penetration, measure latency [&hellip;]","og_url":"https:\/\/sridrone.com\/ar\/\u0639\u0646\u062f-\u0634\u0631\u0627\u0621-\u0637\u0627\u0626\u0631\u0627\u062a-\u0628\u062f\u0648\u0646-\u0637\u064a\u0627\u0631-\u0644\u0645\u0643\u0627\u0641\u062d\u0629-\u0627\u0644\u062d\u0631-50\/","og_site_name":"SkyRover Industrial Drones","article_published_time":"2026-01-31T12:15:42+00:00","og_image":[{"width":600,"height":600,"url":"https:\/\/sridrone.com\/wp-content\/uploads\/2026\/01\/v2-article-1769861685053-1.jpg","type":"image\/jpeg"}],"author":"Kong","twitter_card":"summary_large_image","twitter_misc":{"\u0643\u064f\u062a\u0628 \u0628\u0648\u0627\u0633\u0637\u0629":"Kong","\u0648\u0642\u062a \u0627\u0644\u0642\u0631\u0627\u0621\u0629 \u0627\u0644\u0645\u064f\u0642\u062f\u0651\u0631":"13 \u062f\u0642\u064a\u0642\u0629"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/sridrone.com\/ar\/%d8%b9%d9%86%d8%af-%d8%b4%d8%b1%d8%a7%d8%a1-%d8%b7%d8%a7%d8%a6%d8%b1%d8%a7%d8%aa-%d8%a8%d8%af%d9%88%d9%86-%d8%b7%d9%8a%d8%a7%d8%b1-%d9%84%d9%85%d9%83%d8%a7%d9%81%d8%ad%d8%a9-%d8%a7%d9%84%d8%ad%d8%b1-50\/#article","isPartOf":{"@id":"https:\/\/sridrone.com\/ar\/%d8%b9%d9%86%d8%af-%d8%b4%d8%b1%d8%a7%d8%a1-%d8%b7%d8%a7%d8%a6%d8%b1%d8%a7%d8%aa-%d8%a8%d8%af%d9%88%d9%86-%d8%b7%d9%8a%d8%a7%d8%b1-%d9%84%d9%85%d9%83%d8%a7%d9%81%d8%ad%d8%a9-%d8%a7%d9%84%d8%ad%d8%b1-50\/"},"author":{"name":"Kong","@id":"https:\/\/sridrone.com\/#\/schema\/person\/09cbc9de754e121146b86abc4a9ee807"},"headline":"When purchasing firefighting drones equipped with AI recognition features, how should I test their recognition accuracy?","datePublished":"2026-01-31T12:15:42+00:00","mainEntityOfPage":{"@id":"https:\/\/sridrone.com\/ar\/%d8%b9%d9%86%d8%af-%d8%b4%d8%b1%d8%a7%d8%a1-%d8%b7%d8%a7%d8%a6%d8%b1%d8%a7%d8%aa-%d8%a8%d8%af%d9%88%d9%86-%d8%b7%d9%8a%d8%a7%d8%b1-%d9%84%d9%85%d9%83%d8%a7%d9%81%d8%ad%d8%a9-%d8%a7%d9%84%d8%ad%d8%b1-50\/"},"wordCount":2517,"commentCount":0,"publisher":{"@id":"https:\/\/sridrone.com\/#organization"},"image":{"@id":"https:\/\/sridrone.com\/ar\/%d8%b9%d9%86%d8%af-%d8%b4%d8%b1%d8%a7%d8%a1-%d8%b7%d8%a7%d8%a6%d8%b1%d8%a7%d8%aa-%d8%a8%d8%af%d9%88%d9%86-%d8%b7%d9%8a%d8%a7%d8%b1-%d9%84%d9%85%d9%83%d8%a7%d9%81%d8%ad%d8%a9-%d8%a7%d9%84%d8%ad%d8%b1-50\/#primaryimage"},"thumbnailUrl":"https:\/\/sridrone.com\/wp-content\/uploads\/2026\/01\/v2-article-1769861685053-1.jpg","articleSection":["Firefighting Drone"],"inLanguage":"ar","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/sridrone.com\/ar\/%d8%b9%d9%86%d8%af-%d8%b4%d8%b1%d8%a7%d8%a1-%d8%b7%d8%a7%d8%a6%d8%b1%d8%a7%d8%aa-%d8%a8%d8%af%d9%88%d9%86-%d8%b7%d9%8a%d8%a7%d8%b1-%d9%84%d9%85%d9%83%d8%a7%d9%81%d8%ad%d8%a9-%d8%a7%d9%84%d8%ad%d8%b1-50\/#respond"]}]},{"@type":"WebPage","@id":"https:\/\/sridrone.com\/ar\/%d8%b9%d9%86%d8%af-%d8%b4%d8%b1%d8%a7%d8%a1-%d8%b7%d8%a7%d8%a6%d8%b1%d8%a7%d8%aa-%d8%a8%d8%af%d9%88%d9%86-%d8%b7%d9%8a%d8%a7%d8%b1-%d9%84%d9%85%d9%83%d8%a7%d9%81%d8%ad%d8%a9-%d8%a7%d9%84%d8%ad%d8%b1-50\/","url":"https:\/\/sridrone.com\/ar\/%d8%b9%d9%86%d8%af-%d8%b4%d8%b1%d8%a7%d8%a1-%d8%b7%d8%a7%d8%a6%d8%b1%d8%a7%d8%aa-%d8%a8%d8%af%d9%88%d9%86-%d8%b7%d9%8a%d8%a7%d8%b1-%d9%84%d9%85%d9%83%d8%a7%d9%81%d8%ad%d8%a9-%d8%a7%d9%84%d8%ad%d8%b1-50\/","name":"\u0639\u0646\u062f \u0634\u0631\u0627\u0621 \u0637\u0627\u0626\u0631\u0627\u062a \u0628\u062f\u0648\u0646 \u0637\u064a\u0627\u0631 \u0644\u0645\u0643\u0627\u0641\u062d\u0629 \u0627\u0644\u062d\u0631\u0627\u0626\u0642 \u0645\u0632\u0648\u062f\u0629 \u0628\u0645\u064a\u0632\u0627\u062a \u0627\u0644\u062a\u0639\u0631\u0641 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u060c \u0643\u064a\u0641 \u064a\u062c\u0628 \u0623\u0646 \u0623\u062e\u062a\u0628\u0631 \u062f\u0642\u0629 \u0627\u0644\u062a\u0639\u0631\u0641 \u0644\u062f\u064a\u0647\u0627\u061f - \u0637\u0627\u0626\u0631\u0627\u062a SkyRover \u0627\u0644\u0635\u0646\u0627\u0639\u064a\u0629","isPartOf":{"@id":"https:\/\/sridrone.com\/#website"},"primaryImageOfPage":{"@id":"https:\/\/sridrone.com\/ar\/%d8%b9%d9%86%d8%af-%d8%b4%d8%b1%d8%a7%d8%a1-%d8%b7%d8%a7%d8%a6%d8%b1%d8%a7%d8%aa-%d8%a8%d8%af%d9%88%d9%86-%d8%b7%d9%8a%d8%a7%d8%b1-%d9%84%d9%85%d9%83%d8%a7%d9%81%d8%ad%d8%a9-%d8%a7%d9%84%d8%ad%d8%b1-50\/#primaryimage"},"image":{"@id":"https:\/\/sridrone.com\/ar\/%d8%b9%d9%86%d8%af-%d8%b4%d8%b1%d8%a7%d8%a1-%d8%b7%d8%a7%d8%a6%d8%b1%d8%a7%d8%aa-%d8%a8%d8%af%d9%88%d9%86-%d8%b7%d9%8a%d8%a7%d8%b1-%d9%84%d9%85%d9%83%d8%a7%d9%81%d8%ad%d8%a9-%d8%a7%d9%84%d8%ad%d8%b1-50\/#primaryimage"},"thumbnailUrl":"https:\/\/sridrone.com\/wp-content\/uploads\/2026\/01\/v2-article-1769861685053-1.jpg","datePublished":"2026-01-31T12:15:42+00:00","breadcrumb":{"@id":"https:\/\/sridrone.com\/ar\/%d8%b9%d9%86%d8%af-%d8%b4%d8%b1%d8%a7%d8%a1-%d8%b7%d8%a7%d8%a6%d8%b1%d8%a7%d8%aa-%d8%a8%d8%af%d9%88%d9%86-%d8%b7%d9%8a%d8%a7%d8%b1-%d9%84%d9%85%d9%83%d8%a7%d9%81%d8%ad%d8%a9-%d8%a7%d9%84%d8%ad%d8%b1-50\/#breadcrumb"},"inLanguage":"ar","potentialAction":[{"@type":"ReadAction","target":["https:\/\/sridrone.com\/ar\/%d8%b9%d9%86%d8%af-%d8%b4%d8%b1%d8%a7%d8%a1-%d8%b7%d8%a7%d8%a6%d8%b1%d8%a7%d8%aa-%d8%a8%d8%af%d9%88%d9%86-%d8%b7%d9%8a%d8%a7%d8%b1-%d9%84%d9%85%d9%83%d8%a7%d9%81%d8%ad%d8%a9-%d8%a7%d9%84%d8%ad%d8%b1-50\/"]}]},{"@type":"ImageObject","inLanguage":"ar","@id":"https:\/\/sridrone.com\/ar\/%d8%b9%d9%86%d8%af-%d8%b4%d8%b1%d8%a7%d8%a1-%d8%b7%d8%a7%d8%a6%d8%b1%d8%a7%d8%aa-%d8%a8%d8%af%d9%88%d9%86-%d8%b7%d9%8a%d8%a7%d8%b1-%d9%84%d9%85%d9%83%d8%a7%d9%81%d8%ad%d8%a9-%d8%a7%d9%84%d8%ad%d8%b1-50\/#primaryimage","url":"https:\/\/sridrone.com\/wp-content\/uploads\/2026\/01\/v2-article-1769861685053-1.jpg","contentUrl":"https:\/\/sridrone.com\/wp-content\/uploads\/2026\/01\/v2-article-1769861685053-1.jpg","width":600,"height":600},{"@type":"BreadcrumbList","@id":"https:\/\/sridrone.com\/ar\/%d8%b9%d9%86%d8%af-%d8%b4%d8%b1%d8%a7%d8%a1-%d8%b7%d8%a7%d8%a6%d8%b1%d8%a7%d8%aa-%d8%a8%d8%af%d9%88%d9%86-%d8%b7%d9%8a%d8%a7%d8%b1-%d9%84%d9%85%d9%83%d8%a7%d9%81%d8%ad%d8%a9-%d8%a7%d9%84%d8%ad%d8%b1-50\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"\u9996\u9875","item":"https:\/\/sridrone.com\/"},{"@type":"ListItem","position":2,"name":"When purchasing firefighting drones equipped with AI recognition features, how should I test their recognition accuracy?"}]},{"@type":"WebSite","@id":"https:\/\/sridrone.com\/#website","url":"https:\/\/sridrone.com\/","name":"\u0637\u0627\u0626\u0631\u0629 \u0633\u0643\u0627\u064a \u0631\u0648\u0641\u0631 \u0627\u0644\u0635\u0646\u0627\u0639\u064a\u0629 \u0628\u062f\u0648\u0646 \u0637\u064a\u0627\u0631","description":"Professional Manufacturer Of Firefighting Drones, Agricultural Drones, Cargo Delivery Drones.","publisher":{"@id":"https:\/\/sridrone.com\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/sridrone.com\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"ar"},{"@type":"Organization","@id":"https:\/\/sridrone.com\/#organization","name":"\u0637\u0627\u0626\u0631\u0629 \u0633\u0643\u0627\u064a \u0631\u0648\u0641\u0631 \u0627\u0644\u0635\u0646\u0627\u0639\u064a\u0629 \u0628\u062f\u0648\u0646 \u0637\u064a\u0627\u0631","url":"https:\/\/sridrone.com\/","logo":{"@type":"ImageObject","inLanguage":"ar","@id":"https:\/\/sridrone.com\/#\/schema\/logo\/image\/","url":"https:\/\/sridrone.com\/wp-content\/uploads\/2026\/01\/400x400skyroverlogo.png","contentUrl":"https:\/\/sridrone.com\/wp-content\/uploads\/2026\/01\/400x400skyroverlogo.png","width":400,"height":400,"caption":"SkyRover Industrial Drone"},"image":{"@id":"https:\/\/sridrone.com\/#\/schema\/logo\/image\/"}},{"@type":"Person","@id":"https:\/\/sridrone.com\/#\/schema\/person\/09cbc9de754e121146b86abc4a9ee807","name":"\u0643\u0648\u0646\u063a","image":{"@type":"ImageObject","inLanguage":"ar","@id":"https:\/\/secure.gravatar.com\/avatar\/c9ef0ccfb314c8803023560c97cab787692ab7de1e607e67d9eb308b91561b84?s=96&d=mm&r=g","url":"https:\/\/secure.gravatar.com\/avatar\/c9ef0ccfb314c8803023560c97cab787692ab7de1e607e67d9eb308b91561b84?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/c9ef0ccfb314c8803023560c97cab787692ab7de1e607e67d9eb308b91561b84?s=96&d=mm&r=g","caption":"Kong"},"sameAs":["https:\/\/sandybrown-loris-568228.hostingersite.com"],"url":"https:\/\/sridrone.com\/ar\/author\/alan-kongxgmail-com\/"}]}},"_links":{"self":[{"href":"https:\/\/sridrone.com\/ar\/wp-json\/wp\/v2\/posts\/3059","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/sridrone.com\/ar\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/sridrone.com\/ar\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/sridrone.com\/ar\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/sridrone.com\/ar\/wp-json\/wp\/v2\/comments?post=3059"}],"version-history":[{"count":0,"href":"https:\/\/sridrone.com\/ar\/wp-json\/wp\/v2\/posts\/3059\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/sridrone.com\/ar\/wp-json\/wp\/v2\/media\/3054"}],"wp:attachment":[{"href":"https:\/\/sridrone.com\/ar\/wp-json\/wp\/v2\/media?parent=3059"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/sridrone.com\/ar\/wp-json\/wp\/v2\/categories?post=3059"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/sridrone.com\/ar\/wp-json\/wp\/v2\/tags?post=3059"}],"curies":[{"name":"\u0648\u0648\u0631\u062f\u0628\u0631\u064a\u0633","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}