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license: apache-2.0
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license: apache-2.0
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---
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<br>
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# Senna: Bridging Large Vision-Language Models and End-to-End Autonomous Driving
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### Model Sources
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- **Repository:** https://github.com/hustvl/Senna
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- **Paper:** https://arxiv.org/abs/2410.22313
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## Model Details
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Senna is an autonomous driving system that integrates a Large Vision-Language Model with an end-to-end model to improve planning safety, robustness and generalization.
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- **Developed by:** [HUST](https://english.hust.edu.cn/), [Horizon Robotics](https://en.horizon.cc/)
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- **Model type:** An autonomous driving system that integrates a Large Vision-Language Model with an end-to-end model.
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- **License:** Non-commercial license
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## Uses
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The primary use of Senna is for end-to-end autonomous driving planning and scene understanding.
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## Citation Information
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```bibtex
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@article{jiang2024senna,
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title={Senna: Bridging Large Vision-Language Models and End-to-End Autonomous Driving},
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author={Bo Jiang and Shaoyu Chen and Bencheng Liao and Xingyu Zhang and Wei Yin and Qian Zhang and Chang Huang and Wenyu Liu and Xinggang Wang},
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year={2024},
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eprint={2410.22313},
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archivePrefix={arXiv},
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primaryClass={cs.CV},
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url={https://arxiv.org/abs/2410.22313},
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}
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```
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