Vision Pilot is a production-ready, safety-certifiable open-source stack for advanced driver assistance systems and autonomous driving. It leverages deep neural networks, computer vision, and end-to-end machine learning techniques, built with PyTorch and OpenCV. The system is designed for integration with automotive OEMs and Tier-1 suppliers for series production passenger vehicles.