{"id":154889,"date":"2023-07-27T10:57:55","date_gmt":"2023-07-27T10:57:55","guid":{"rendered":"https:\/\/flypix.ai\/?p=154889"},"modified":"2026-01-07T12:04:02","modified_gmt":"2026-01-07T12:04:02","slug":"flypix-ai-empowering-object-detection-segmentation-and-localization-for-tree-detection-and-beyond","status":"publish","type":"post","link":"https:\/\/flypix.ai\/hi\/flypix-ai-empowering-object-detection-segmentation-and-localization-for-tree-detection-and-beyond\/","title":{"rendered":"\u0935\u0943\u0915\u094d\u0937 \u092a\u0939\u091a\u093e\u0928 \u0914\u0930 \u0909\u0938\u0938\u0947 \u0906\u0917\u0947 \u0915\u0947 \u0932\u093f\u090f \u0935\u0938\u094d\u0924\u0941 \u092a\u0939\u091a\u093e\u0928, \u0935\u093f\u092d\u093e\u091c\u0928 \u0914\u0930 \u0938\u094d\u0925\u093e\u0928\u0940\u092f\u0915\u0930\u0923 \u0915\u094b \u0938\u0936\u0915\u094d\u0924 \u092c\u0928\u093e\u0928\u093e"},"content":{"rendered":"<h3 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\u0905\u0927\u093f\u0915\u093e\u0930\u093f\u092f\u094b\u0902 \u0928\u0947 \u0935\u0928\u094b\u0902 \u0915\u0940 \u0915\u091f\u093e\u0908 \u0915\u0940 \u0928\u093f\u0917\u0930\u093e\u0928\u0940 \u0915\u0930\u0928\u0947, \u0936\u0939\u0930\u094b\u0902 \u092e\u0947\u0902 \u0939\u0930\u093f\u0924 \u0915\u094d\u0937\u0947\u0924\u094d\u0930\u094b\u0902 \u0915\u093e \u092e\u093e\u0928\u091a\u093f\u0924\u094d\u0930\u0923 \u0915\u0930\u0928\u0947 \u0914\u0930 \u0906\u0935\u093e\u0938\u0940\u092f \u0915\u094d\u0937\u0947\u0924\u094d\u0930\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u092a\u0947\u0921\u093c\u094b\u0902 \u0938\u0947 \u0909\u0924\u094d\u092a\u0928\u094d\u0928 \u0938\u0902\u092d\u093e\u0935\u093f\u0924 \u0916\u0924\u0930\u094b\u0902 \u0915\u093e \u0906\u0915\u0932\u0928 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0924\u0930\u0940\u0915\u0947 \u0916\u094b\u091c\u0947 \u0939\u0948\u0902\u0964&nbsp;<\/p>\n\n\n\n<p>\u0938\u094c\u092d\u093e\u0917\u094d\u092f \u0938\u0947, \u092e\u0936\u0940\u0928 \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u0914\u0930 \u0915\u0943\u0924\u094d\u0930\u093f\u092e \u092c\u0941\u0926\u094d\u0927\u093f\u092e\u0924\u094d\u0924\u093e (\u090f\u0906\u0908) \u092e\u0947\u0902 \u092a\u094d\u0930\u0917\u0924\u093f \u0928\u0947 \u0938\u094d\u0935\u091a\u093e\u0932\u093f\u0924 \u0935\u0943\u0915\u094d\u0937 \u092a\u0939\u091a\u093e\u0928 \u0915\u094b \u0935\u093e\u0938\u094d\u0924\u0935\u093f\u0915\u0924\u093e \u092c\u0928\u093e \u0926\u093f\u092f\u093e \u0939\u0948, \u091c\u094b \u0907\u0928 \u091a\u0941\u0928\u094c\u0924\u093f\u092f\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u090f\u0915 \u0915\u0941\u0936\u0932 \u0938\u092e\u093e\u0927\u093e\u0928 \u092a\u094d\u0930\u0938\u094d\u0924\u0941\u0924 \u0915\u0930\u0924\u093e \u0939\u0948\u0964&nbsp;<\/p>\n\n\n\n<p>\u092b\u094d\u0932\u093e\u0908\u092a\u093f\u0915\u094d\u0938 \u090f\u0906\u0908 \u0915\u0940 \u0911\u092c\u094d\u091c\u0947\u0915\u094d\u091f \u0921\u093f\u091f\u0947\u0915\u094d\u0936\u0928 \u0915\u094d\u0937\u092e\u0924\u093e\u090f\u0902 \u0907\u0928 \u091c\u0930\u0942\u0930\u0924\u094b\u0902 \u0915\u094b \u092a\u0942\u0930\u093e \u0915\u0930\u0928\u0947 \u0915\u093e \u090f\u0915 \u0924\u0930\u0940\u0915\u093e \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0924\u0940 \u0939\u0948\u0902, \u091c\u093f\u0938\u0938\u0947 \u0938\u092e\u092f \u0915\u0940 \u0915\u093e\u092b\u0940 \u092c\u091a\u0924 \u0939\u094b\u0924\u0940 \u0939\u0948 \u0914\u0930 \u0926\u0915\u094d\u0937\u0924\u093e \u092e\u0947\u0902 \u0935\u0943\u0926\u094d\u0927\u093f \u0939\u094b\u0924\u0940 \u0939\u0948\u0964 \u0907\u0938 \u0932\u0947\u0916 \u092e\u0947\u0902, \u0939\u092e \u092f\u0939 \u092a\u0924\u093e \u0932\u0917\u093e\u090f\u0902\u0917\u0947 \u0915\u093f \u092b\u094d\u0932\u093e\u0908\u092a\u093f\u0915\u094d\u0938 \u090f\u0906\u0908 \u0905\u092a\u0928\u0940 \u0938\u094d\u0935\u091a\u093e\u0932\u093f\u0924 \u0935\u0943\u0915\u094d\u0937 \u092a\u0939\u091a\u093e\u0928 \u0915\u094d\u0937\u092e\u0924\u093e\u0913\u0902 \u0915\u0947 \u0938\u093e\u0925 \u0938\u0902\u0917\u0920\u0928\u094b\u0902 \u0915\u094b \u0915\u0948\u0938\u0947 \u0938\u0936\u0915\u094d\u0924 \u092c\u0928\u093e\u0924\u093e \u0939\u0948, \u0935\u0928\u094b\u0902 \u0915\u0940 \u0915\u091f\u093e\u0908 \u0915\u0940 \u0928\u093f\u0917\u0930\u093e\u0928\u0940, \u0936\u0939\u0930\u0940 \u0928\u093f\u092f\u094b\u091c\u0928 \u0914\u0930 \u091c\u094b\u0916\u093f\u092e \u092e\u0942\u0932\u094d\u092f\u093e\u0902\u0915\u0928 \u0915\u0947 \u0932\u093f\u090f \u092e\u0942\u0932\u094d\u092f\u0935\u093e\u0928 \u091c\u093e\u0928\u0915\u093e\u0930\u0940 \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0924\u093e \u0939\u0948\u0964<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u092b\u094d\u0932\u093e\u0908\u092a\u093f\u0915\u094d\u0938 \u090f\u0906\u0908 \u0915\u0947 \u0938\u093e\u0925 \u0935\u0943\u0915\u094d\u0937 \u092a\u0939\u091a\u093e\u0928<\/strong><\/h2>\n\n\n\n<p>\u092b\u094d\u0932\u093e\u0908\u092a\u093f\u0915\u094d\u0938 \u090f\u0906\u0908 \u0939\u0935\u093e\u0908 \u0924\u0938\u094d\u0935\u0940\u0930\u094b\u0902 \u0938\u0947 \u0935\u0938\u094d\u0924\u0941\u0913\u0902 \u0915\u093e \u0938\u091f\u0940\u0915 \u092a\u0924\u093e \u0932\u0917\u093e\u0928\u0947 \u0914\u0930 \u0909\u0928\u094d\u0939\u0947\u0902 \u092a\u0939\u091a\u093e\u0928\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0905\u0924\u094d\u092f\u093e\u0927\u0941\u0928\u093f\u0915 \u0921\u0940\u092a \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u090f\u0932\u094d\u0917\u094b\u0930\u093f\u0926\u092e \u0915\u093e \u0932\u093e\u092d \u0909\u0920\u093e\u0924\u093e \u0939\u0948\u0964 \u092f\u0939 \u092b\u094d\u0932\u093e\u0908\u092a\u093f\u0915\u094d\u0938 \u0915\u094b \u092d\u0942-\u0938\u094d\u0925\u093e\u0928\u093f\u0915 \u0921\u0947\u091f\u093e \u0915\u0940 \u0935\u094d\u092f\u093e\u092a\u0915 \u092e\u093e\u0924\u094d\u0930\u093e 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\u092a\u0930\u094d\u092f\u093e\u0935\u0930\u0923 \u0928\u093f\u0917\u0930\u093e\u0928\u0940 \u0914\u0930 \u0936\u0939\u0930\u0940 \u0928\u093f\u092f\u094b\u091c\u0928 \u0915\u093e\u0930\u094d\u092f\u094b\u0902 \u0938\u0939\u093f\u0924 \u0905\u0928\u0941\u092a\u094d\u0930\u092f\u094b\u0917\u094b\u0902 \u0915\u0940 \u090f\u0915 \u0935\u093f\u0938\u094d\u0924\u0943\u0924 \u0936\u094d\u0930\u0943\u0902\u0916\u0932\u093e \u0915\u0947 \u0932\u093f\u090f \u0906\u0926\u0930\u094d\u0936 \u0938\u092e\u093e\u0927\u093e\u0928 \u0915\u0947 \u0930\u0942\u092a \u092e\u0947\u0902 \u0909\u092d\u0930\u0924\u093e \u0939\u0948\u0964<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u091f\u094d\u0930\u0940 \u0911\u092c\u094d\u091c\u0947\u0915\u094d\u091f \u0921\u093f\u091f\u0947\u0915\u094d\u0936\u0928 \u0909\u092a\u092f\u094b\u0917 \u092e\u093e\u092e\u0932\u094b\u0902 \u0915\u093e \u0905\u0928\u094d\u0935\u0947\u0937\u0923 \u0915\u0930\u0947\u0902<\/strong>:<\/h2>\n\n\n\n<h3 class=\"has-medium-font-size wp-block-heading\"><strong>\u0935\u0928\u094b\u0902 \u0915\u0940 \u0915\u091f\u093e\u0908 \u0915\u0940 \u0928\u093f\u0917\u0930\u093e\u0928\u0940<\/strong><\/h3>\n\n\n\n<p>\u092b\u094d\u0932\u093e\u0908\u092a\u093f\u0915\u094d\u0938 \u090f\u0906\u0908 \u0915\u0947 \u092a\u094d\u0930\u092e\u0941\u0916 \u0909\u092a\u092f\u094b\u0917\u094b\u0902 \u092e\u0947\u0902 \u0938\u0947 \u090f\u0915 \u0935\u0928\u094b\u0902 \u0915\u0940 \u0915\u091f\u093e\u0908 \u0915\u0940 \u0928\u093f\u0917\u0930\u093e\u0928\u0940 \u0915\u0930\u0928\u093e \u0939\u0948\u0964 \u0938\u0902\u0930\u0915\u094d\u0937\u0923 \u0938\u0902\u0917\u0920\u0928 \u0914\u0930 \u0938\u0930\u0915\u093e\u0930\u0940 \u090f\u091c\u0947\u0902\u0938\u093f\u092f\u093e\u0901 \u0938\u092e\u092f \u0915\u0947 \u0938\u093e\u0925 \u0935\u0928 \u0906\u0935\u0930\u0923 \u092e\u0947\u0902 \u0939\u094b\u0928\u0947 \u0935\u093e\u0932\u0947 \u092a\u0930\u093f\u0935\u0930\u094d\u0924\u0928\u094b\u0902 \u0915\u093e \u092a\u0924\u093e 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\u0935\u093e\u0932\u0947 \u092a\u0930\u093f\u0935\u0930\u094d\u0924\u0928\u094b\u0902 \u0915\u093e \u0938\u091f\u0940\u0915 \u0930\u0942\u092a \u0938\u0947 \u092a\u0924\u093e \u0932\u0917\u093e \u0938\u0915\u0924\u093e \u0939\u0948, \u091c\u093f\u0938\u0938\u0947 \u0924\u094d\u0935\u0930\u093f\u0924 \u0939\u0938\u094d\u0924\u0915\u094d\u0937\u0947\u092a \u0914\u0930 \u0938\u0902\u0930\u0915\u094d\u0937\u0923 \u092a\u094d\u0930\u092f\u093e\u0938\u094b\u0902 \u0915\u094b \u0938\u0915\u094d\u0937\u092e \u0915\u093f\u092f\u093e \u091c\u093e \u0938\u0915\u0924\u093e \u0939\u0948\u0964<\/p>\n\n\n\n<figure class=\"wp-block-gallery has-nested-images columns-default is-cropped wp-block-gallery-1 is-layout-flex wp-block-gallery-is-layout-flex\">\n<figure class=\"wp-block-image size-full\"><img fetchpriority=\"high\" decoding=\"async\" width=\"512\" height=\"327\" data-id=\"155520\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2023\/10\/Screenshot-from-2023-07-26-16-30-24-1024x653-512x327-1.png\" alt=\"\" class=\"wp-image-155520\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2023\/10\/Screenshot-from-2023-07-26-16-30-24-1024x653-512x327-1.png 512w, https:\/\/flypix.ai\/wp-content\/uploads\/2023\/10\/Screenshot-from-2023-07-26-16-30-24-1024x653-512x327-1-300x192.png 300w\" sizes=\"(max-width: 512px) 100vw, 512px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"512\" height=\"327\" data-id=\"155519\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2023\/10\/Screenshot-from-2023-07-26-16-30-30-1-1024x653-512x327-1.png\" alt=\"\" class=\"wp-image-155519\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2023\/10\/Screenshot-from-2023-07-26-16-30-30-1-1024x653-512x327-1.png 512w, https:\/\/flypix.ai\/wp-content\/uploads\/2023\/10\/Screenshot-from-2023-07-26-16-30-30-1-1024x653-512x327-1-300x192.png 300w\" sizes=\"(max-width: 512px) 100vw, 512px\" \/><\/figure>\n<\/figure>\n\n\n\n<h3 class=\"has-medium-font-size wp-block-heading\"><strong>\u0936\u0939\u0930\u094b\u0902 \u092e\u0947\u0902 \u092e\u0928\u094b\u0930\u0902\u091c\u0928 \u0915\u094d\u0937\u0947\u0924\u094d\u0930\u094b\u0902 \u0915\u093e \u092e\u093e\u0928\u091a\u093f\u0924\u094d\u0930\u0923<\/strong><\/h3>\n\n\n\n<p>\u0936\u0939\u0930\u0940 \u0928\u093f\u092f\u094b\u091c\u0928 \u0914\u0930 \u0935\u093f\u0915\u093e\u0938 \u0915\u0947 \u0932\u093f\u090f \u0936\u0939\u0930\u094b\u0902 \u0915\u0947 \u092d\u0940\u0924\u0930 \u0939\u0930\u093f\u0924 \u0915\u094d\u0937\u0947\u0924\u094d\u0930\u094b\u0902, \u092a\u093e\u0930\u094d\u0915\u094b\u0902 \u0914\u0930 \u092e\u0928\u094b\u0930\u0902\u091c\u0928 \u0915\u094d\u0937\u0947\u0924\u094d\u0930\u094b\u0902 \u0915\u093e \u0938\u093e\u0935\u0927\u093e\u0928\u0940\u092a\u0942\u0930\u094d\u0935\u0915 \u092e\u0942\u0932\u094d\u092f\u093e\u0902\u0915\u0928 \u0915\u0930\u0928\u093e \u0906\u0935\u0936\u094d\u092f\u0915 \u0939\u0948\u0964 \u092b\u094d\u0932\u093e\u0908\u092a\u093f\u0915\u094d\u0938 \u090f\u0906\u0908 \u0936\u0939\u0930 \u0915\u0947 \u092f\u094b\u091c\u0928\u093e\u0915\u093e\u0930\u094b\u0902 \u0914\u0930 \u0928\u0917\u0930\u092a\u093e\u0932\u093f\u0915\u093e \u0905\u0927\u093f\u0915\u093e\u0930\u093f\u092f\u094b\u0902 \u0915\u094b \u0910\u0938\u0947 \u0939\u0930\u093f\u0924 \u0915\u094d\u0937\u0947\u0924\u094d\u0930\u094b\u0902 \u0915\u093e \u0938\u091f\u0940\u0915 \u092e\u093e\u0928\u091a\u093f\u0924\u094d\u0930\u0923 \u0914\u0930 \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0915\u0930\u0928\u0947 \u092e\u0947\u0902 \u0938\u0939\u093e\u092f\u0924\u093e \u0915\u0930 \u0930\u0939\u093e \u0939\u0948, \u091c\u093f\u0938\u0938\u0947 \u0905\u0927\u093f\u0915 \u091f\u093f\u0915\u093e\u090a \u0936\u0939\u0930\u0940 \u0935\u093e\u0924\u093e\u0935\u0930\u0923 \u092e\u0947\u0902 \u092f\u094b\u0917\u0926\u093e\u0928 \u092e\u093f\u0932 \u0930\u0939\u093e \u0939\u0948\u0964<\/p>\n\n\n\n<figure class=\"wp-block-gallery has-nested-images columns-default is-cropped wp-block-gallery-2 is-layout-flex wp-block-gallery-is-layout-flex\">\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1024\" height=\"575\" data-id=\"154896\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2023\/07\/Screenshot-from-2023-07-26-16-44-35-1-1024x575.png\" alt=\"\" class=\"wp-image-154896\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2023\/07\/Screenshot-from-2023-07-26-16-44-35-1-1024x575.png 1024w, https:\/\/flypix.ai\/wp-content\/uploads\/2023\/07\/Screenshot-from-2023-07-26-16-44-35-1-300x169.png 300w, https:\/\/flypix.ai\/wp-content\/uploads\/2023\/07\/Screenshot-from-2023-07-26-16-44-35-1-768x432.png 768w, https:\/\/flypix.ai\/wp-content\/uploads\/2023\/07\/Screenshot-from-2023-07-26-16-44-35-1-1536x863.png 1536w, https:\/\/flypix.ai\/wp-content\/uploads\/2023\/07\/Screenshot-from-2023-07-26-16-44-35-1.png 1680w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"575\" data-id=\"154897\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2023\/07\/Screenshot-from-2023-07-26-16-44-19-2-1024x575.png\" alt=\"\" class=\"wp-image-154897\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2023\/07\/Screenshot-from-2023-07-26-16-44-19-2-1024x575.png 1024w, https:\/\/flypix.ai\/wp-content\/uploads\/2023\/07\/Screenshot-from-2023-07-26-16-44-19-2-300x169.png 300w, https:\/\/flypix.ai\/wp-content\/uploads\/2023\/07\/Screenshot-from-2023-07-26-16-44-19-2-768x432.png 768w, https:\/\/flypix.ai\/wp-content\/uploads\/2023\/07\/Screenshot-from-2023-07-26-16-44-19-2-1536x863.png 1536w, https:\/\/flypix.ai\/wp-content\/uploads\/2023\/07\/Screenshot-from-2023-07-26-16-44-19-2.png 1680w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<\/figure>\n\n\n\n<h3 class=\"has-medium-font-size wp-block-heading\"><strong>\u0906\u0935\u093e\u0938\u0940\u092f \u0915\u094d\u0937\u0947\u0924\u094d\u0930\u094b\u0902 \u092e\u0947\u0902 \u092a\u0947\u0921\u093c \u0917\u093f\u0930\u0928\u0947 \u0915\u0947 \u091c\u094b\u0916\u093f\u092e \u0915\u093e \u0906\u0915\u0932\u0928<\/strong><\/h3>\n\n\n\n<p>\u0918\u0930\u094b\u0902 \u092a\u0930 \u092a\u0947\u0921\u093c\u094b\u0902 \u0915\u0947 \u0917\u093f\u0930\u0928\u0947 \u0915\u0947 \u091c\u094b\u0916\u093f\u092e \u0915\u0947 \u092c\u093e\u0930\u0947 \u092e\u0947\u0902 \u091a\u093f\u0902\u0924\u093f\u0924 \u092c\u0940\u092e\u093e \u0915\u0902\u092a\u0928\u093f\u092f\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f, \u092b\u094d\u0932\u093e\u0908\u092a\u093f\u0915\u094d\u0938 \u090f\u0906\u0908 \u092d\u0940 \u0905\u092e\u0942\u0932\u094d\u092f \u0938\u093e\u092c\u093f\u0924 \u0939\u094b\u0924\u093e \u0939\u0948\u0964 \u092a\u0947\u0921\u093c\u094b\u0902 \u0914\u0930 \u0906\u0935\u093e\u0938\u0940\u092f \u0938\u0902\u0930\u091a\u0928\u093e\u0913\u0902 \u0915\u0947 \u092c\u0940\u091a \u0915\u0940 \u0926\u0942\u0930\u0940 \u0915\u094b \u092e\u093e\u092a\u0915\u0930, \u092a\u094d\u0932\u0947\u091f\u092b\u093c\u0949\u0930\u094d\u092e \u0938\u0902\u092c\u0902\u0927\u093f\u0924 \u091c\u094b\u0916\u093f\u092e\u094b\u0902 \u0915\u093e \u0938\u091f\u0940\u0915 \u0905\u0928\u0941\u092e\u093e\u0928 \u0932\u0917\u093e\u0928\u0947 \u092e\u0947\u0902 \u0938\u0939\u093e\u092f\u0924\u093e \u0915\u0930\u0924\u093e \u0939\u0948\u0964 \u092f\u0939 \u092c\u0940\u092e\u093e \u0915\u0902\u092a\u0928\u093f\u092f\u094b\u0902 \u0915\u094b \u0909\u091a\u093f\u0924 \u092a\u0949\u0932\u093f\u0938\u0940 \u0906\u0935\u0902\u091f\u093f\u0924 \u0915\u0930\u0928\u0947 \u0914\u0930 \u0918\u0930 \u0915\u0947 \u092e\u093e\u0932\u093f\u0915\u094b\u0902 \u0915\u094b \u0905\u092a\u0928\u0940 \u0938\u0902\u092a\u0924\u094d\u0924\u093f\u092f\u094b\u0902 \u0915\u0940 \u0938\u0941\u0930\u0915\u094d\u0937\u093e \u0914\u0930 \u0938\u0902\u0930\u0915\u094d\u0937\u0923 \u0938\u0941\u0928\u093f\u0936\u094d\u091a\u093f\u0924 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0938\u0915\u094d\u0930\u093f\u092f \u0909\u092a\u093e\u092f \u0915\u0930\u0928\u0947 \u092e\u0947\u0902 \u0938\u0915\u094d\u0937\u092e \u092c\u0928\u093e\u0924\u093e \u0939\u0948\u0964<\/p>\n\n\n\n<figure class=\"wp-block-gallery has-nested-images columns-default is-cropped wp-block-gallery-3 is-layout-flex wp-block-gallery-is-layout-flex\">\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"446\" data-id=\"154899\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2023\/07\/austin-1024x446.png\" alt=\"\" class=\"wp-image-154899\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2023\/07\/austin-1024x446.png 1024w, https:\/\/flypix.ai\/wp-content\/uploads\/2023\/07\/austin-300x131.png 300w, https:\/\/flypix.ai\/wp-content\/uploads\/2023\/07\/austin-768x334.png 768w, https:\/\/flypix.ai\/wp-content\/uploads\/2023\/07\/austin-1536x668.png 1536w, https:\/\/flypix.ai\/wp-content\/uploads\/2023\/07\/austin-2048x891.png 2048w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"444\" data-id=\"154900\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2023\/07\/austin-2-1024x444.png\" alt=\"\" class=\"wp-image-154900\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2023\/07\/austin-2-1024x444.png 1024w, https:\/\/flypix.ai\/wp-content\/uploads\/2023\/07\/austin-2-300x130.png 300w, https:\/\/flypix.ai\/wp-content\/uploads\/2023\/07\/austin-2-768x333.png 768w, https:\/\/flypix.ai\/wp-content\/uploads\/2023\/07\/austin-2-1536x665.png 1536w, https:\/\/flypix.ai\/wp-content\/uploads\/2023\/07\/austin-2-2048x887.png 2048w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<\/figure>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u0928\u093f\u0937\u094d\u0915\u0930\u094d\u0937<\/strong><\/h3>\n\n\n\n<p>\u0911\u092c\u094d\u091c\u0947\u0915\u094d\u091f \u0921\u093f\u091f\u0947\u0915\u094d\u0936\u0928, \u0938\u0947\u0917\u092e\u0947\u0902\u091f\u0947\u0936\u0928 \u0914\u0930 \u0932\u094b\u0915\u0932\u093e\u0907\u091c\u093c\u0947\u0936\u0928 \u0915\u0947 \u0932\u093f\u090f \u092b\u094d\u0932\u093e\u0908\u092a\u093f\u0915\u094d\u0938 \u090f\u0906\u0908 \u0915\u0940 \u092d\u0942-\u0938\u094d\u0925\u093e\u0928\u093f\u0915 \u0915\u094d\u0937\u092e\u0924\u093e\u0913\u0902 \u0928\u0947 \u0907\u0938\u0947 \u0935\u093f\u0935\u093f\u0927 \u0909\u0926\u094d\u092f\u094b\u0917\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u090f\u0915 \u092e\u0939\u0924\u094d\u0935\u092a\u0942\u0930\u094d\u0923 \u0909\u092a\u0915\u0930\u0923 \u092c\u0928\u0928\u0947 \u092e\u0947\u0902 \u0938\u0915\u094d\u0937\u092e \u092c\u0928\u093e\u092f\u093e \u0939\u0948\u0964 \u092a\u0947\u0921\u093c\u094b\u0902 \u0915\u0940 \u092a\u0939\u091a\u093e\u0928 \u092e\u0947\u0902 \u0905\u092a\u0928\u0947 \u0905\u0928\u0941\u092a\u094d\u0930\u092f\u094b\u0917 \u0915\u0947 \u092e\u093e\u0927\u094d\u092f\u092e \u0938\u0947, \u092b\u094d\u0932\u093e\u0908\u092a\u093f\u0915\u094d\u0938 \u090f\u0906\u0908 \u0935\u0928\u094b\u0902 \u0915\u0940 \u0915\u091f\u093e\u0908 \u0915\u0940 \u0928\u093f\u0917\u0930\u093e\u0928\u0940, \u0936\u0939\u0930\u0940 \u0928\u093f\u092f\u094b\u091c\u0928 \u0914\u0930 \u091c\u094b\u0916\u093f\u092e \u092e\u0942\u0932\u094d\u092f\u093e\u0902\u0915\u0928 \u0938\u0939\u093f\u0924 \u0905\u0928\u094d\u092f \u0906\u0935\u0936\u094d\u092f\u0915 \u0915\u093e\u0930\u094d\u092f\u094b\u0902 \u0915\u094b \u0938\u0941\u0935\u093f\u0927\u093e\u091c\u0928\u0915 \u092c\u0928\u093e \u0930\u0939\u093e \u0939\u0948\u0964 \u091c\u0948\u0938\u0947-\u091c\u0948\u0938\u0947 \u0924\u0915\u0928\u0940\u0915 \u0906\u0917\u0947 \u092c\u0922\u093c \u0930\u0939\u0940 \u0939\u0948, \u092b\u094d\u0932\u093e\u0908\u092a\u093f\u0915\u094d\u0938 \u090f\u0906\u0908 \u0905\u0927\u093f\u0915 \u091f\u093f\u0915\u093e\u090a \u0914\u0930 \u0921\u0947\u091f\u093e-\u0938\u0902\u091a\u093e\u0932\u093f\u0924 \u092d\u0935\u093f\u0937\u094d\u092f \u0915\u094b \u0906\u0915\u093e\u0930 \u0926\u0947\u0928\u0947 \u092e\u0947\u0902 \u0924\u0947\u091c\u0940 \u0938\u0947 \u092e\u0939\u0924\u094d\u0935\u092a\u0942\u0930\u094d\u0923 \u092d\u0942\u092e\u093f\u0915\u093e \u0928\u093f\u092d\u093e\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0924\u0948\u092f\u093e\u0930 \u0939\u0948\u0964<\/p>\n\n\n\n<p>\u092f\u0926\u093f \u0906\u092a\u0915\u0947 \u0938\u0902\u0917\u0920\u0928 \u0915\u094b \u091c\u091f\u093f\u0932 \u091a\u0941\u0928\u094c\u0924\u093f\u092f\u094b\u0902 \u0915\u093e \u0938\u092e\u093e\u0927\u093e\u0928 \u0915\u0930\u0928\u0947 \u0914\u0930 \u0938\u0942\u091a\u093f\u0924 \u0928\u093f\u0930\u094d\u0923\u092f \u0932\u0947\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0909\u0928\u094d\u0928\u0924 \u092d\u0942-\u0938\u094d\u0925\u093e\u0928\u093f\u0915 \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0915\u0940 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e \u0939\u0948, \u0924\u094b \u0938\u0902\u0915\u094b\u091a \u0928 \u0915\u0930\u0947\u0902 <a href=\"https:\/\/flypix.ai\/hi\/contact-us\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u0938\u0902\u092a\u0930\u094d\u0915 \u0915\u0930\u0947\u0902<\/a>\u0939\u092e\u093e\u0930\u0940 \u091f\u0940\u092e \u0907\u0938 \u092c\u093e\u0924 \u092a\u0930 \u091a\u0930\u094d\u091a\u093e \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0909\u0924\u094d\u0938\u0941\u0915 \u0939\u0948 \u0915\u093f \u0939\u092e\u093e\u0930\u093e \u092a\u094d\u0932\u0947\u091f\u092b\u093c\u0949\u0930\u094d\u092e \u0906\u092a\u0915\u0940 \u0935\u093f\u0936\u093f\u0937\u094d\u091f \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e\u0913\u0902 \u0915\u0947 \u0905\u0928\u0941\u0930\u0942\u092a \u0915\u0948\u0938\u0947 \u0915\u093e\u092e \u0915\u0930 \u0938\u0915\u0924\u093e \u0939\u0948 \u0914\u0930 \u092a\u094d\u0930\u092d\u093e\u0935\u0936\u093e\u0932\u0940 \u092a\u0930\u093f\u0923\u093e\u092e \u0915\u0948\u0938\u0947 \u0932\u093e \u0938\u0915\u0924\u093e \u0939\u0948\u0964&nbsp;<\/p>","protected":false},"excerpt":{"rendered":"<p>Introduction Amid growing environmental concerns and the need for efficient urban planning, tree detection from aerial imagery has become a critical requirement for various industries. Organizations and authorities have sought ways to monitor deforestation, map green spaces in cities, and assess potential risks posed by trees to residential areas.&nbsp; Fortunately, advancements in machine learning and [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":155516,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-154889","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>Empowering Object Detection for Tree Detection and Beyond<\/title>\n<meta name=\"description\" content=\"FlyPix AI empowers organizations with its tree detection capabilities, providing valuable insights for deforestation monitoring, urban planning, and risk 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