{"id":154878,"date":"2023-06-21T15:16:05","date_gmt":"2023-06-21T15:16:05","guid":{"rendered":"https:\/\/flypix.ai\/?p=154878"},"modified":"2026-01-07T12:07:01","modified_gmt":"2026-01-07T12:07:01","slug":"ai-driven-road-inspection-for-efficient-city-management","status":"publish","type":"post","link":"https:\/\/flypix.ai\/hi\/ai-driven-road-inspection-for-efficient-city-management\/","title":{"rendered":"\u0915\u0941\u0936\u0932 \u0936\u0939\u0930 \u092a\u094d\u0930\u092c\u0902\u0927\u0928 \u0915\u0947 \u0932\u093f\u090f \u090f\u0906\u0908-\u0938\u0902\u091a\u093e\u0932\u093f\u0924 \u0938\u0921\u093c\u0915 \u0928\u093f\u0930\u0940\u0915\u094d\u0937\u0923"},"content":{"rendered":"<h2 class=\"has-medium-font-size wp-block-heading\" style=\"font-style:normal;font-weight:700\">\u092a\u0930\u093f\u091a\u092f:<\/h2>\n\n\n\n<p>\u0926\u0941\u0928\u093f\u092f\u093e \u092d\u0930 \u0915\u0947 \u0928\u0917\u0930\u092a\u093e\u0932\u093f\u0915\u093e 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\u0917\u0921\u094d\u0922\u0947, \u0915\u091f\u093e\u0935 \u0914\u0930 \u092c\u0939\u0941\u0924 \u0915\u0941\u091b \u0936\u093e\u092e\u093f\u0932 \u0939\u0948\u0964 \u0924\u0938\u094d\u0935\u0940\u0930\u094b\u0902 \u0915\u093e \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0915\u0930\u0915\u0947, \u091c\u0948\u0938\u0947 \u092a\u094d\u0932\u0947\u091f\u092b\u093c\u0949\u0930\u094d\u092e <a href=\"https:\/\/flypix.ai\/hi\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u092b\u094d\u0932\u093e\u0908\u092a\u093f\u0915\u094d\u0938 \u090f\u0906\u0908<\/a>, \u092a\u094d\u0930\u0924\u094d\u092f\u0947\u0915 \u0926\u094b\u0937 \u0915\u0947 \u0915\u094d\u0937\u0947\u0924\u094d\u0930 \u0914\u0930 \u0906\u092f\u093e\u092e\u094b\u0902 \u0915\u093e \u0905\u0928\u0941\u092e\u093e\u0928 \u0932\u0917\u093e\u0915\u0930 \u0938\u094d\u0935\u091a\u093e\u0932\u093f\u0924 \u0930\u0942\u092a \u0938\u0947 \u0909\u0938\u0915\u0940 \u0917\u0902\u092d\u0940\u0930\u0924\u093e \u0915\u093e \u092a\u0924\u093e 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style=\"font-style:normal;font-weight:700\">\u0938\u092e\u092f \u0914\u0930 \u0938\u091f\u0940\u0915\u0924\u093e: \u0935\u093f\u091c\u092f\u0940 \u0938\u0902\u092f\u094b\u091c\u0928:<\/h2>\n\n\n\n<p>\u0936\u0939\u0930 \u092a\u094d\u0930\u092c\u0902\u0927\u0928 \u092e\u0947\u0902 \u092d\u0942-\u0938\u094d\u0925\u093e\u0928\u093f\u0915 \u090f\u0906\u0908 \u0915\u093e \u090f\u0915\u0940\u0915\u0930\u0923 \u0915\u0908 \u0932\u093e\u092d \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0924\u093e \u0939\u0948, \u0932\u0947\u0915\u093f\u0928 \u0936\u093e\u092f\u0926 \u0938\u092c\u0938\u0947 \u092e\u0939\u0924\u094d\u0935\u092a\u0942\u0930\u094d\u0923 \u0932\u093e\u092d \u0938\u092e\u092f \u0915\u0940 \u092c\u091a\u0924 \u0914\u0930 \u092c\u0922\u093c\u0940 \u0939\u0941\u0908 \u0938\u091f\u0940\u0915\u0924\u093e \u0939\u0948 \u091c\u094b \u092f\u0939 \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0924\u093e \u0939\u0948\u0964 \u092a\u093e\u0930\u0902\u092a\u0930\u093f\u0915 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\u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u092a\u0942\u0930\u0947 \u0936\u0939\u0930 \u092e\u0947\u0902 \u0938\u0921\u093c\u0915 \u0915\u0940 \u0938\u094d\u0925\u093f\u0924\u093f \u0915\u093e \u0924\u0947\u091c\u0940 \u0938\u0947 \u0914\u0930 \u0935\u094d\u092f\u093e\u092a\u0915 \u0906\u0915\u0932\u0928 \u0915\u0930\u0928\u0947 \u0915\u0940 \u0905\u0928\u0941\u092e\u0924\u093f \u0926\u0947\u0924\u093e \u0939\u0948\u0964<\/p>\n\n\n\n<p>\u0907\u0938\u0915\u0947 \u0905\u0932\u093e\u0935\u093e, \u092d\u0942-\u0938\u094d\u0925\u093e\u0928\u093f\u0915 \u090f\u0906\u0908 \u0915\u0940 \u0938\u091f\u0940\u0915\u0924\u093e \u092e\u093e\u0928\u0935-\u0906\u0927\u093e\u0930\u093f\u0924 \u0935\u093f\u0927\u093f\u092f\u094b\u0902 \u0938\u0947 \u0915\u0939\u0940\u0902 \u092c\u0947\u0939\u0924\u0930 \u0939\u0948\u0964 \u092e\u0936\u0940\u0928 \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u090f\u0932\u094d\u0917\u094b\u0930\u093f\u0926\u092e \u0915\u094b \u0932\u0947\u092c\u0932 \u0915\u0940 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\u0915\u0947 \u092e\u0942\u0932\u094d\u092f\u093e\u0902\u0915\u0928 \u092e\u0947\u0902 \u0938\u094d\u0925\u093f\u0930\u0924\u093e \u0938\u0941\u0928\u093f\u0936\u094d\u091a\u093f\u0924 \u0915\u0930\u0924\u093e \u0939\u0948\u0964 \u0926\u094b\u0937\u094b\u0902 \u0915\u0940 \u0917\u0902\u092d\u0940\u0930\u0924\u093e \u0915\u093e \u0938\u091f\u0940\u0915 \u0906\u0915\u0932\u0928 \u0915\u0930\u0915\u0947, \u0936\u0939\u0930 \u0915\u0947 \u0905\u0927\u093f\u0915\u093e\u0930\u0940 \u0924\u093e\u0924\u094d\u0915\u093e\u0932\u093f\u0915\u0924\u093e \u0915\u0947 \u0906\u0927\u093e\u0930 \u092a\u0930 \u0930\u0916\u0930\u0916\u093e\u0935 \u092a\u094d\u0930\u092f\u093e\u0938\u094b\u0902 \u0915\u094b \u092a\u094d\u0930\u093e\u0925\u092e\u093f\u0915\u0924\u093e \u0926\u0947 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902, \u091c\u093f\u0938\u0915\u0947 \u092a\u0930\u093f\u0923\u093e\u092e\u0938\u094d\u0935\u0930\u0942\u092a \u0938\u0902\u0938\u093e\u0927\u0928\u094b\u0902 \u0915\u093e \u0905\u0927\u093f\u0915 \u0915\u0941\u0936\u0932 \u0906\u0935\u0902\u091f\u0928 \u0939\u094b\u0924\u093e \u0939\u0948\u0964<\/p>\n\n\n\n<h2 class=\"has-medium-font-size wp-block-heading\" style=\"font-style:normal;font-weight:700\">\u0930\u0916\u0930\u0916\u093e\u0935 \u0938\u0947 \u092a\u0930\u0947 \u0932\u093e\u092d:<\/h2>\n\n\n\n<p>\u0938\u0921\u093c\u0915 \u0928\u093f\u0930\u0940\u0915\u094d\u0937\u0923 \u0914\u0930 \u0930\u0916\u0930\u0916\u093e\u0935 \u0915\u0947 \u0932\u093f\u090f \u092d\u0942-\u0938\u094d\u0925\u093e\u0928\u093f\u0915 \u090f\u0906\u0908 \u0915\u0947 \u0932\u093e\u092d \u0938\u092e\u092f \u0915\u0940 \u092c\u091a\u0924 \u0914\u0930 \u0938\u091f\u0940\u0915\u0924\u093e \u092c\u0922\u093c\u093e\u0928\u0947 \u0938\u0947 \u0915\u0939\u0940\u0902 \u092c\u0922\u093c\u0915\u0930 \u0939\u0948\u0902\u0964 \u0935\u093e\u0938\u094d\u0924\u0935\u093f\u0915 \u0938\u092e\u092f \u0915\u0947 \u0921\u0947\u091f\u093e \u0915\u093e \u0932\u093e\u092d \u0909\u0920\u093e\u0915\u0930, \u0936\u0939\u0930 \u0915\u0947 \u0905\u0927\u093f\u0915\u093e\u0930\u0940 \u0938\u0902\u092d\u093e\u0935\u093f\u0924 \u0938\u0921\u093c\u0915 \u0935\u093f\u092b\u0932\u0924\u093e\u0913\u0902 \u0915\u093e \u0905\u0928\u0941\u092e\u093e\u0928 \u0932\u0917\u093e \u0938\u0915\u0924\u0947 \u0939\u0948\u0902, \u0938\u092e\u0938\u094d\u092f\u093e\u0913\u0902 \u0915\u093e \u0938\u0915\u094d\u0930\u093f\u092f \u0930\u0942\u092a \u0938\u0947 \u0938\u092e\u093e\u0927\u093e\u0928 \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902 \u0914\u0930 \u0928\u093f\u0935\u093e\u0938\u093f\u092f\u094b\u0902 \u0914\u0930 \u092f\u093e\u0924\u094d\u0930\u093f\u092f\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u0935\u094d\u092f\u0935\u0927\u093e\u0928\u094b\u0902 \u0915\u094b \u0915\u092e \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902\u0964 \u0907\u0938\u0915\u0947 \u0905\u0924\u093f\u0930\u093f\u0915\u094d\u0924, \u090f\u0906\u0908-\u0938\u0902\u091a\u093e\u0932\u093f\u0924 \u0928\u093f\u0930\u0940\u0915\u094d\u0937\u0923\u094b\u0902 \u0926\u094d\u0935\u093e\u0930\u093e \u0909\u0924\u094d\u092a\u0928\u094d\u0928 \u0921\u0947\u091f\u093e \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0938\u092e\u092f \u0915\u0947 \u0938\u093e\u0925 \u0930\u0916\u0930\u0916\u093e\u0935 \u092a\u094d\u0930\u092f\u093e\u0938\u094b\u0902 \u0915\u0940 \u092a\u094d\u0930\u092d\u093e\u0935\u0936\u0940\u0932\u0924\u093e \u0915\u0940 \u0928\u093f\u0917\u0930\u093e\u0928\u0940 \u0915\u0947 \u0932\u093f\u090f \u0915\u093f\u092f\u093e \u091c\u093e \u0938\u0915\u0924\u093e \u0939\u0948, \u091c\u093f\u0938\u0938\u0947 \u0936\u0939\u0930\u094b\u0902 \u0915\u094b \u0905\u092a\u0928\u0940 \u0930\u0923\u0928\u0940\u0924\u093f\u092f\u094b\u0902 \u0915\u094b \u092c\u0947\u0939\u0924\u0930 \u092c\u0928\u093e\u0928\u0947 \u0914\u0930 \u092c\u0941\u0928\u093f\u092f\u093e\u0926\u0940 \u0922\u093e\u0902\u091a\u0947 \u0915\u0940 \u0917\u0941\u0923\u0935\u0924\u094d\u0924\u093e \u092e\u0947\u0902 \u0926\u0940\u0930\u094d\u0918\u0915\u093e\u0932\u093f\u0915 \u0938\u0941\u0927\u093e\u0930 \u092a\u094d\u0930\u093e\u092a\u094d\u0924 \u0915\u0930\u0928\u0947 \u092e\u0947\u0902 \u092e\u0926\u0926 \u092e\u093f\u0932\u0924\u0940 \u0939\u0948\u0964<\/p>\n\n\n\n<h2 class=\"has-medium-font-size wp-block-heading\" style=\"font-style:normal;font-weight:700\">\u0928\u093f\u0937\u094d\u0915\u0930\u094d\u0937:<\/h2>\n\n\n\n<p>\u092d\u0942-\u0938\u094d\u0925\u093e\u0928\u093f\u0915 \u090f\u0906\u0908 \u0936\u0939\u0930 \u092a\u094d\u0930\u092c\u0902\u0927\u0928 \u0915\u0947 \u0915\u094d\u0937\u0947\u0924\u094d\u0930 \u092e\u0947\u0902 \u090f\u0915 \u092a\u0930\u093f\u0935\u0930\u094d\u0924\u0928\u0915\u093e\u0930\u0940 \u0924\u0915\u0928\u0940\u0915 \u0915\u0947 \u0930\u0942\u092a \u092e\u0947\u0902 \u0909\u092d\u0930\u093e \u0939\u0948, \u091c\u093f\u0938\u0928\u0947 \u092b\u0941\u091f\u092a\u093e\u0925 \u0914\u0930 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\u0909\u0928\u094d\u0939\u0947\u0902 \u0935\u0930\u094d\u0917\u0940\u0915\u0943\u0924 \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902 \u091c\u0948\u0938\u0947 \u092a\u094d\u0932\u0947\u091f\u092b\u093c\u0949\u0930\u094d\u092e \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0915\u0947 <a href=\"https:\/\/flypix.ai\/hi\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u092b\u094d\u0932\u093e\u0908\u092a\u093f\u0915\u094d\u0938 \u090f\u0906\u0908<\/a>\u092a\u094d\u0930\u0924\u094d\u092f\u0947\u0915 \u0926\u094b\u0937 \u0915\u0940 \u0917\u0902\u092d\u0940\u0930\u0924\u093e \u0915\u093e \u0906\u0915\u0932\u0928 \u0915\u0930\u0928\u0947 \u0914\u0930 \u0930\u0916\u0930\u0916\u093e\u0935 \u092a\u094d\u0930\u092f\u093e\u0938\u094b\u0902 \u0915\u094b \u092a\u094d\u0930\u093e\u0925\u092e\u093f\u0915\u0924\u093e \u0926\u0947\u0928\u0947 \u0915\u0940 \u0915\u094d\u0937\u092e\u0924\u093e \u0938\u092e\u092f \u092c\u091a\u093e\u0924\u0940 \u0939\u0948, \u0938\u091f\u0940\u0915\u0924\u093e \u092c\u0922\u093c\u093e\u0924\u0940 \u0939\u0948, \u0914\u0930 \u0938\u0915\u094d\u0930\u093f\u092f \u092c\u0941\u0928\u093f\u092f\u093e\u0926\u0940 \u0922\u093e\u0902\u091a\u0947 \u0915\u0947 \u092a\u094d\u0930\u092c\u0902\u0927\u0928 \u0915\u094b \u0938\u0915\u094d\u0937\u092e \u092c\u0928\u093e\u0924\u0940 \u0939\u0948\u0964<\/p>\n\n\n\n<p>\u091c\u0948\u0938\u0947-\u091c\u0948\u0938\u0947 \u0936\u0939\u0930 \u092d\u0942-\u0938\u094d\u0925\u093e\u0928\u093f\u0915 \u090f\u0906\u0908 \u0914\u0930 \u091c\u0948\u0938\u0947 \u092a\u094d\u0932\u0947\u091f\u092b\u093e\u0930\u094d\u092e\u094b\u0902 \u0915\u094b \u0905\u092a\u0928\u093e \u0930\u0939\u0947 \u0939\u0948\u0902 <a href=\"https:\/\/flypix.ai\/hi\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u092b\u094d\u0932\u093e\u0908\u092a\u093f\u0915\u094d\u0938 \u090f\u0906\u0908<\/a>, \u0935\u0947 \u0905\u092a\u0928\u0947 \u0938\u0921\u093c\u0915 \u0928\u0947\u091f\u0935\u0930\u094d\u0915 \u0915\u0940 \u0917\u0941\u0923\u0935\u0924\u094d\u0924\u093e \u0914\u0930 \u0932\u091a\u0940\u0932\u0947\u092a\u0928 \u092e\u0947\u0902 \u0938\u0941\u0927\u093e\u0930 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u091c\u092c\u0930\u0926\u0938\u094d\u0924 \u0915\u094d\u0937\u092e\u0924\u093e \u0915\u094b \u0905\u0928\u0932\u0949\u0915 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0924\u0948\u092f\u093e\u0930 \u0939\u0948\u0902, \u091c\u094b \u0905\u0902\u0924\u0924\u0903 \u0909\u0928\u0915\u0947 \u0928\u093f\u0935\u093e\u0938\u093f\u092f\u094b\u0902 \u0915\u0947 \u091c\u0940\u0935\u0928 \u0915\u094b \u092c\u0947\u0939\u0924\u0930 \u092c\u0928\u093e\u0924\u093e \u0939\u0948\u0964 \u0909\u0928\u094d\u0928\u0924 \u092a\u094d\u0930\u094c\u0926\u094d\u092f\u094b\u0917\u093f\u0915\u0940 \u0914\u0930 \u0938\u0915\u094d\u0930\u093f\u092f \u092c\u0941\u0928\u093f\u092f\u093e\u0926\u0940 \u0922\u093e\u0902\u091a\u0947 \u0915\u0947 \u092a\u094d\u0930\u092c\u0902\u0927\u0928 \u0915\u093e \u0938\u0902\u092f\u094b\u091c\u0928 \u0938\u094d\u092e\u093e\u0930\u094d\u091f, \u0905\u0927\u093f\u0915 \u0915\u0941\u0936\u0932 \u0936\u0939\u0930\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u092e\u093e\u0930\u094d\u0917 \u092a\u094d\u0930\u0936\u0938\u094d\u0924 \u0915\u0930\u0924\u093e \u0939\u0948 \u091c\u094b \u0905\u092a\u0928\u0947 \u0928\u093e\u0917\u0930\u093f\u0915\u094b\u0902 \u0915\u0940 \u0935\u093f\u0915\u0938\u093f\u0924 \u091c\u0930\u0942\u0930\u0924\u094b\u0902 \u0915\u0947 \u0905\u0928\u0941\u0915\u0942\u0932 \u0939\u094b \u0938\u0915\u0924\u0947 \u0939\u0948\u0902\u0964<\/p>\n\n\n\n<p>\u0915\u094d\u092f\u093e \u0906\u092a \u0905\u092a\u0928\u0947 \u0936\u0939\u0930 \u0915\u0947 \u092c\u0941\u0928\u093f\u092f\u093e\u0926\u0940 \u0922\u093e\u0902\u091a\u0947 \u0915\u0947 \u092a\u094d\u0930\u092c\u0902\u0927\u0928 \u0915\u094b \u092d\u0942-\u0938\u094d\u0925\u093e\u0928\u093f\u0915 AI \u0915\u0947 \u0938\u093e\u0925 \u092c\u0926\u0932\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0924\u0948\u092f\u093e\u0930 \u0939\u0948\u0902? <a href=\"https:\/\/flypix.ai\/hi\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u092b\u094d\u0932\u093e\u0908\u092a\u093f\u0915\u094d\u0938 \u090f\u0906\u0908<\/a> \u0914\u0930 \u0938\u094d\u092e\u093e\u0930\u094d\u091f \u0938\u0921\u093c\u0915 \u0928\u093f\u0930\u0940\u0915\u094d\u0937\u0923 \u0915\u0940 \u0936\u0915\u094d\u0924\u093f \u0915\u094b \u0905\u0928\u0932\u0949\u0915 \u0915\u0930\u0947\u0902\u0964 <a href=\"https:\/\/flypix.ai\/hi\/contact-us\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u0938\u0902\u092a\u0930\u094d\u0915 \u0915\u0930\u0947\u0902<\/a> \u0914\u0930 \u0906\u091c \u0939\u0940 \u090f\u0915 \u0921\u0947\u092e\u094b \u0936\u0947\u0921\u094d\u092f\u0942\u0932 \u0915\u0930\u0947\u0902\u0964<\/p>","protected":false},"excerpt":{"rendered":"<p>Introduction: Maintaining the infrastructure of a city is an ongoing challenge for municipal authorities around the world. One of the most persistent and frustrating problems faced by cities is the deterioration of pavements and roads, which can result in potholes, cracks, and erosion. Traditionally, identifying and repairing these issues has been a time-consuming and labour-intensive [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":154879,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-154878","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>AI-Driven Road Inspection for Efficient City Management - Flypix<\/title>\n<meta name=\"description\" content=\"Learn how ML and high-resolution aerial imagery enable the detection and classification of road defects, saving time, increasing accuracy, and prioritizing maintenance efforts.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/flypix.ai\/hi\/blog\/ai-driven-road-inspection-for-efficient-city-management\/\" \/>\n<meta property=\"og:locale\" content=\"hi_IN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"AI-Driven Road Inspection for Efficient City Management - 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