"Drone Guru" app is designed for enthusiasts who want to explore both drone flight control and machine learning. Here are the key features of this application:
Tello Drone Control: The app provides a user-friendly interface to control the Tello drone. You can fly the drone, adjust its altitude, and change its orientation using virtual controls.
Real-Time Object Detection: Leveraging the power of YOLOv5 (You Only Look Once), the app performs near real-time object detection on the video stream captured by the Tello drone’s built-in camera. YOLOv5 is a popular deep learning framework for object detection tasks.
UI Design: The app includes a well-designed user interface (UI) that allows you to interact with the drone seamlessly. You’ll find controls for takeoff, landing, maneuvering, and accessing the video feed.
Video Processing: The app processes the H.264 (AVC) encoded video stream from the Tello drone. It decodes the video frames and displays them within the app.
Some Screenshots Of The Application:
| Logo | Home Screen | Drone Controller Screen |
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| Drone Connected | Video On | Starting Object Detection |
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APP VIDEO LINK (https://drive.google.com/file/d/1eW0uT_PR45LB3gLbOXLyZW11dewdEIAT/view?usp=sharing)