Real-Time Gun Detection and Individual Tracking Integration -- 2
Budget: $30 – $250 USD
I need a system that integrates real-time object detection into CCTV and drone feeds. The project includes several components:
-Gun Detection
-Integrate YOLOv8 or similar real-time gun detection model into live CCTV and drone camera feeds
- Stream Handling
- Set up RTSP/RTMP for IP cameras and drones.
- Tracking
- Implement person tracking with DeepSORT or ByteTrack.
- Use a combination of appearance and motion-based Re-ID for tracking individuals across zones.
- Data Enrichment
- Extract GPS coordinates from drones and static CCTV.
- Attach metadata like location and time to stored events.
- Automation
- Logic for automated drone dispatch using DJI Dock 2 and DJI Cloud API.
- Alerts
- Trigger alerts (SMS, email, API webhook) upon firearm detection.
- Optional
- A lightweight web dashboard for viewing alerts and video feeds.
- Documentation
- Full pipeline documentation and test-ready code.
Ideal Skills and Experience:
- Experience with YOLOv8 or similar models
- Proficiency in stream handling (RTSP/RTMP)
- Knowledge of tracking algorithms (DeepSORT, ByteTrack)
- Familiarity with Re-ID systems
- Database management
- Experience with DJI APIs
-Gun Detection
-Integrate YOLOv8 or similar real-time gun detection model into live CCTV and drone camera feeds
- Stream Handling
- Set up RTSP/RTMP for IP cameras and drones.
- Tracking
- Implement person tracking with DeepSORT or ByteTrack.
- Use a combination of appearance and motion-based Re-ID for tracking individuals across zones.
- Data Enrichment
- Extract GPS coordinates from drones and static CCTV.
- Attach metadata like location and time to stored events.
- Automation
- Logic for automated drone dispatch using DJI Dock 2 and DJI Cloud API.
- Alerts
- Trigger alerts (SMS, email, API webhook) upon firearm detection.
- Optional
- A lightweight web dashboard for viewing alerts and video feeds.
- Documentation
- Full pipeline documentation and test-ready code.
Ideal Skills and Experience:
- Experience with YOLOv8 or similar models
- Proficiency in stream handling (RTSP/RTMP)
- Knowledge of tracking algorithms (DeepSORT, ByteTrack)
- Familiarity with Re-ID systems
- Database management
- Experience with DJI APIs
Related categories:
PHP
JavaScript
Mobile App Development
Android
CCTV
Computer Vision
Deep Learning
Object Detection