UAV Detection and Tracking in high resolution using Images and Videos
Military Applications In air defense, it can be used for target detection, target recognition. In a missile system to guide the weapon. Air Traffic Control To control air traffic near airports. Avoid Collison
Project Title
UAV Detection and Tracking in high resolution using Images and Videos
Project Area of Specialization
Project Summary
- We propose an end to end, complete autonomous drone surveillance system based on RGB cameras and computer vision.
- The proposed scheme can be used partially or fully for other video surveillance tasks rather than counter drone activity, after proper modifications.
- The most innovative contribution of this is where frames coming from multiple cameras are overlaid with a proper configuration.
- It shall give high performance in terms of precision and accuracy compared to conventional object detection methods.
Project Objectives
- Improvement of detection accuracy for drone / UAV using the high resolution multi-cameras.
- Detect the high fidelity movement of aerial objects i.e. drones.
Project Implementation Method
- Detection by using Wide-angle camera Simultaneously by narrow-angle RGB Camera.
- Zoomed camera frame overlaid on wide angled camera frame is connected by main computational unit.
- Processing via a deep learning algorithm.
- Deep learning algorithms are executed in the GPU.
Benefits of the Project
Military Applications
- In air defense, it can be used for target detection, target recognition.
- In a missile system to guide the weapon.
Air Traffic Control
- To control air traffic near airports.
- Avoid Collison between UAV and airplanes at airports.
- In future if equipped with Thermal cameras it can be used in night-time surveillance.
Technical Details of Final Deliverable
- Turrets
- Detection
Final Deliverable of the Project
Core Industry
Other Industries
Core Technology
Other Technologies
Sustainable Development Goals
Required Resources
| Item Name | Type | No. of Units | Per Unit Cost (in Rs) | Total (in Rs) |
|---|---|---|---|---|
| Camera 1080 | Equipment | 1 | 5000 | 5000 |
| Embedded GPU | Equipment | 1 | 15000 | 15000 |
| Turrets | Equipment | 2 | 6000 | 12000 |
| Motors | Equipment | 2 | 2000 | 4000 |
| Arduino | Equipment | 1 | 2000 | 2000 |
| Laser Gun | Equipment | 1 | 5000 | 5000 |
| Drone | Equipment | 1 | 9000 | 9000 |
| Battery | Equipment | 1 | 1900 | 1900 |
| L298 Motor Driver | Equipment | 2 | 600 | 1200 |
| Total in (Rs) | 55100 |
If you need this project, please contact me on contact@adikhanofficial.com
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