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hustvl/DiffusionDrive

Truncated diffusion model that generates real-time driving trajectories from sensor inputs for autonomous vehicles.

1.4k stars Python Domain AppsComputer Vision
DiffusionDrive
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DiffusionDrive is an end-to-end autonomous driving system that uses a truncated diffusion model to generate planning trajectories directly from sensor data. The approach enables real-time inference by simplifying the diffusion process while maintaining trajectory quality. Released with code, pretrained weights on nuScenes and NAVSIM datasets, and training/evaluation scripts.

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