Skip to content

DriveVLA/OpenDriveVLA

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

2 Commits
 
 
 
 
 
 
 
 
 
 

Repository files navigation

OpenDriveVLA: Towards End-to-end Autonomous Driving with Large Vision Language Action Model

Overview ✨

TODO List 📅

We will release the model code and checkpoints soon. Stay tuned! 🔥

  • Release environment setup
  • Release inference code
  • Release checkpoints
  • Release training code

News 📢

  • 2025/04/01 OpenDriveVLA paper is available on arXiv.
  • 2025/03/28 We release the environment setup of OpenDriveVLA.
    • To make the dependencies of our OpenDriveVLA model [mmcv & mmdet3d] compatible with PyTorch 2.1.2 and support Transformers and Deepspeed, we selected specific versions and enhanced the source code accordingly. The resulting customized libraries are available in the third_party folder.

Getting Started 🌟

  1. OpenDriveVLA Environment Installation

Citation 📝

If you find our project useful for your research, please consider citing our paper and codebase with the following BibTeX:

@misc{zhou2025opendrivevlaendtoendautonomousdriving,
      title={OpenDriveVLA: Towards End-to-end Autonomous Driving with Large Vision Language Action Model}, 
      author={Xingcheng Zhou and Xuyuan Han and Feng Yang and Yunpu Ma and Alois C. Knoll},
      year={2025},
      eprint={2503.23463},
      archivePrefix={arXiv},
      primaryClass={cs.CV},
      url={https://arxiv.org/abs/2503.23463}, 
}

Acknowledgement 🤝

About

OpenDriveVLA: Towards End-to-end Autonomous Driving with Large Vision Language Action Model

Topics

Resources

License

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published