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Autonomous drone with Yolov4 object detection, human body pose estimation, face detection and tracking, object tracking, collision avoidance, 2D & 3D path planning, Hand Gestured controlled custom functionalities.

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Abhiram2530/Autonomous_Tello_Drone

 
 

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Autonomous_Tello_Drone

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Autonomous drone with Yolov4 object detection, human body pose estimation, face detection and tracking, object tracking, collision avoidance, 2D & 3D path planning, Hand Gestured controlled custom functionalities.

Thanks to kinivi for his gesture controlled drone https://github.com/kinivi/tello-gesture-control and hunglc007 for the great amount of work on YOLOv4 https://github.com/hunglc007/tensorflow-yolov4-tflite

Issues and Contributions are much appreciated and welcomed.

Tasks Implemented:

Face Detection and autonomous tracking using Tello
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Controlling Drone with Body Postures

OBJECT TRACKING DRONE
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Controlling Drone with Hand Gestures
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YELLO (YOLO + TELLO)
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COLLISION AVOIDANCE DRONE
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Autonomous drone with Yolov4 object detection, human body pose estimation, face detection and tracking, object tracking, collision avoidance, 2D & 3D path planning, Hand Gestured controlled custom functionalities.

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  • Python 100.0%