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Official implementation of the paper “MagicDrive3D: Controllable 3D Generation for Any-View Rendering in Street Scenes”

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MagicDrive3D

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This repository contains the implementation of the paper.

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MagicDrive3D: Controllable 3D Generation for Any-View Rendering in Street Scenes
Ruiyuan Gao1, Kai Chen2, Zhihao Li3, Lanqing Hong3^, Zhenguo Li3, Qiang Xu1^
1CUHK 2HKUST 3Huawei Noah's Ark Lab
^Corresponding Authors

Plan

We will release the code for scene reconstruction in this repo.

As for upgrades in video generation, we will merge the implementation to MagicDrive-t (i.e., video branch of MagicDrive).

Cite Us

@article{gao2024magicdrive3d,
  title={{MagicDrive3D}: Controllable 3D Generation for Any-View Rendering in Street Scenes},
  author={Gao, Ruiyuan and Chen, Kai and Li, Zhihao and Hong, Lanqing and Li, Zhenguo and Xu, Qiang},
  journal={arXiv preprint arXiv:2405.14475},
  year={2024}
}


@inproceedings{gao2023magicdrive,
  title={{MagicDrive}: Street View Generation with Diverse 3D Geometry Control},
  author={Gao, Ruiyuan and Chen, Kai and Xie, Enze and Hong, Lanqing and Li, Zhenguo and Yeung, Dit-Yan and Xu, Qiang},
  booktitle = {International Conference on Learning Representations},
  year={2024}
}

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We adopt the following open-sourced projects:

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Official implementation of the paper “MagicDrive3D: Controllable 3D Generation for Any-View Rendering in Street Scenes”

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