VisionID
Computer vision system for real-time object identification and tracking using YOLO and DeepSort.
Highlights
- Integrated YOLOv8 for detection with DeepSort multi-object tracker.
- Achieved real-time inference at 25 FPS on a single GPU.
- Built REST API with FastAPI for programmatic access to detection pipeline.
- Added configurable confidence and NMS thresholds for precision/recall tuning.