cat ./projects/trekeye-2025
Trekeye
Rear Hazard Detection Prototype
- Dates
- May 2025 - Aug 2025
- Primary domain
- Artificial Intelligence & Machine Learning
- Additional domain
- Hardware & Embedded Systems
- Project kind
- application
- Roles
- Team - Research
- Location
- Remote
- Work setting
- remote
- Team
- duo
- Team size
- 2
Highlights
- Engineered helmet-mounted hazard detection system with YOLOv8, BoT-SORT/ByteTrack and TTC-based alerts
- Established cross-platform baselines: 18 FPS desktop, 1.8 FPS Raspberry Pi under 2GB RAM; documented negative results
- Delivered reproducible Python framework with YAML configs, CSV/MP4 logging and optical flow for unclassified hazards