DroneX: Drone Detection System
Youssef Barsoom
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Posted Sep 18, 2023
DroneX is a real-time video-based drone detection system with a smart recording feature.
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Drone Detection System
Led a team of 3 electrical engineering students in designing a live video-based drone detection system with a smart recording feature.
Trained a custom YoloV5 model on a diverse collection of multiple datasets, totaling 200,000 images, achieving a real-time detection accuracy of 90% precision and 89% recall, and deployed on Jetson Nano.
Orchestrated server setup using Docker and NGINX to manage real-time video stream conversions.
Developed a responsive website to display an HLS live feed with real-time detections and historical records of previous system detections using NGINX.
Link: https://www.youtube.com/watch?v=aYokR-FGdaU