Projects

Showcasing my work and skills.

Web App

Interactive web application using React.

Mobile App

User-friendly mobile application.

1. DRON PERSON DEDUCTION SYSTEM

PROJECT OVERVIEW:-

The Drone-Based Person Detection System is a computer vision project designed to automatically detect and identify humans from aerial drone footage in real time. The system leverages deep learning and image processing techniques to analyze video streams captured by drones and accurately locate people in various environment

OBJECTIVE:-

1. Deduct unauthorized drone or people in real time.

2. Distinguish like birds, plane, missile and any weapons.

3. Provide early warning to defense/security system.

4. Reduce manual surveillances. Deduction Approach: 1.Use:- cameras & deep learning algo. Techniques :- • CNN • Yolo, yoloVE, Faster R CNN • SSD Input – Live Video/Image From CCTV/Thermal Cameras Output- 1. Bounding box around drone 2.Deduct Drone Type

5. Acoustic –Based Deduction. Used sound signals of drone AL Model used – CNN & LSTR

6. Radio Frequency Signals Deduct, Deduct Drone Controller Communication