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Drone Guru app allows users to control the Tello drone through a user-friendly interface and perform real-time object detection using YOLOv5 on the video stream. Its well-designed UI enhances the experience by providing seamless interaction and video display.

Java 100.00%
bluetooth-controlled decode display drone-controller drone-plugin encode landing machine-learning-algorithms object-detection real-time

droneguru's Introduction

"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
Drone Connected Video On Starting Object Detection

APP APK LINK (https://drive.google.com/file/d/1Py95QQVIRPDkmH47y95dP_Lt3MfAles4/view?usp=sharing)

APP VIDEO LINK (https://drive.google.com/file/d/1eW0uT_PR45LB3gLbOXLyZW11dewdEIAT/view?usp=sharing)

DRONE-GURU

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