Code to Blur Human Faces and Vehicle License Plates in Video and Images using a SoTA Object Detection model YOLOv8

Traffic sign detection dataset extracted from Indian driving dataset.

Road Dataset for semantic segmentation: extracted from Indian Driving Dataset

A guide to use MMSegmentation to develop and benchmark different models on custom dataset.

This project was created as part of Intel UNNATI Project. The topic of our project was "Road Object Detection Using Deep Learning".

Python script for vehicle detection and tracking using YOLOv8 with dynamic road extent visualization. The model adapts to various camera angles, accurately determining road height by detecting road, sky, and mid lines. Includes TTC calculations, cut-in warnings, and visual overlays.

A repository created as part of Intel Unnati program, 2023