DyRoNet: A Low-Rank Adapter Enhanced Dynamic Routing Network for Streaming Perception

The author introduces DyRoNet, a framework that utilizes low-rank dynamic routing to enhance streaming perception in autonomous driving systems. By integrating specialized pre-trained branch networks and a speed router module, DyRoNet achieves a balance between latency and precision.