Анализ трафика на круговом движении с использованием компьютерного зрения

Source code for paper "Adaptive Confidence Threshold for ByteTrack in Multi-Object Tracking"

🚗 Car Counter: A real-time application for vehicle counting and classification using advanced algorithms like YOLOv8 and ByteTrack. Features a user-friendly dashboard with Streamlit. Collaboratively developed by Richard Zimmermann and Moritz von Angern.

The Fashion Trend Analyzer is designed to identify and record seasonal costume patterns among different age groups and genders.

This demo is a simple software that I created using my studies and courses. It's designed for real-time object detection and tracking in video streams, using YOLOv8 for detection and ByteTrack for multi-object tracking. It is suitable for tracking objects in video footage, and can run on both GPU and CPU.

Computer Vision project showing Object Detection, Tracking and counting using YOLOv8, OpenCV, ByteTracker, and supervision.