Lande detection system

Real-time Lane Detection | Python, ResNet50, Kalman Filter, Hough Transform, OpenCV, Tkinter

• Implemented multiple approaches for lane detection: segmentation with ResNet50, Kalman filter tracking, and

Hough transform.

• Developed a Tkinter GUI with OpenCV integration for real-time lane detection, FPS monitoring, and annotated

video streaming.