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Challenges include obstacle detection and avoidance, navigation in complex environments, energy efficiency, and regulatory compliance. Autonomous flying drones can be used for tasks such as aerial photography, mapping, search and rescue, package delivery, agricultural spraying, wildlife monitoring, and disaster response.