TLGAN: Conditional Style-Based Traffic light Generation with Generative Adversarial Networks

Traffic light recognition plays a vital role in intelligent transportation systems and is a critical perception module for autonomous vehicles. Compared with cars, pedestrians, and other targets, the traffic light has the characteristics of variety and complexity and their state constantly changing, which adds many difficulties to recognition. The performance of the entire deep learning-based visi...