Vision AI Road: From Python to YOLO

Vision AI Road

A structured computer vision and AI learning project that progresses from Python foundations to machine learning, OpenCV, and custom YOLO model training.

Highlights • Python, NumPy, OOP, file and JSON workflows • Linear, polynomial, and multiple regression experiments • OpenCV image processing, thresholding, edge detection, and contours • Custom dataset preparation and YOLO training • Evaluation with precision, recall, mAP, validation predictions, and training curves

Technologies: Python, OpenCV, NumPy, Ultralytics YOLO, Machine Learning

GitHub: https://github.com/MehdiBurakErdem/Vision_AI_Road