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YOLOv8

1

1 career item uses YOLOv8.

May 2025 - Aug 2025 Trekeye Rear Hazard Detection Prototype AI/ML
  • 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
PythonYOLOv8Raspberry Pi 5BoT-SORTByteTrackComputer VisionObject TrackingTTCOptical FlowPerformance OptimizationYAML
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