Deep Learning-Based Environmental Perception and Decision-Making for Autonomous Vehicles

This is the ‘eyes and brain’ of a self‑driving car built with deep learning. Cameras, radar, and other sensors watch the road; neural networks interpret what they see (cars, lanes, pedestrians) and another set of models decides how the car should safely steer, brake, and accelerate in real time.