A Review of Key Technologies for Deep Learning-Based Autonomous Driving

With the rapid development of artificial intelligence, computer vision, and intelligent transportation technologies, autonomous driving has become an important research direction in academia and industry. Deep learning, with its powerful feature extraction, pattern recognition, and temporal modeling capabilities, has shown significant advantages in autonomous driving environmental perception, trajectory prediction, decision planning, and vehicle control. Convolutional neural networks have played