Engineering notes from the bench.

Real-Time Panoptic Autonomous Driving Perception & Curvature-Bounded Trajectory Planning with YOLOPv2

How we engineered a unified perception and motion planning stack on ONNX Runtime with DirectML GPU acceleration, capable of steering through sharp highway curves and navigating unmarked rural roads without lane lines.