Template strings, deferred annotations, better error messages, and a new debugger interface are among the goodies in Python 3 ...

This project demonstrates real-time object detection using the YOLOv8 model from the Ultralytics library with OpenCV to display live results from a webcam.

A side project built to master computer vision fundamentals and clean software architecture using Python. It applies YOLOv8 for real-time vehicle detection and SORT for object tracking, all structured ...