Sucessfull implemented Autonomous Drone Technology with Collision Avoidance, utilizing LiDAR and stereo vision cameras. The system was tested under various conditions, including obstacles such as cardboard structures, buildings, and single-channel obstacle scenarios. This advanced setup ensures reliable real-time obstacle detection and avoidance, demonstrating robust performance across diverse environments and obstacle types.