RoadVision — AI Traffic Detection & Vehicle Classification

Built a real-time vehicle detection and classification system for Bangladesh highway surveillance footage. Trained a YOLO11 detector using PyTorch and Ultralytics with a custom augmentation and tuning pipeline, then evaluated the model using mAP@50 and mAP@50–95.