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license: apache-2.0 |
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language: |
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- en |
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tags: |
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- magicdrive |
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- image-generation |
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- controllable-generation |
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- autonomous-driving |
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--- |
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# MagicDrive |
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[ArXiv](https://arxiv.org/abs/2310.02601) | [Web](https://gaoruiyuan.com/magicdrive/) | [License](https://github.com/cure-lab/MagicDrive/blob/main/LICENSE) | [GitHub](https://github.com/cure-lab/MagicDrive) |
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This repository contains high-resolution (424x800) driving-view image generation model checkpoint. |
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- We train this model by resuming from the 224x400 checkpoint at 200 epochs (actual training from 200 to 450 epochs). |
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- Please check `hydra/overrides.yaml` for command overrides in the training config. |
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> MagicDrive: Street View Generation with Diverse 3D Geometry Control <br> |
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> [Ruiyuan Gao](https://gaoruiyuan.com/)<sup>1\*</sup>, [Kai Chen](https://kaichen1998.github.io/)<sup>2\*</sup>, [Enze Xie](https://xieenze.github.io/)<sup>3^</sup>, [Lanqing Hong](https://scholar.google.com.sg/citations?user=2p7x6OUAAAAJ&hl=en)<sup>3</sup>, [Zhenguo Li](https://scholar.google.com/citations?user=XboZC1AAAAAJ&hl=en)<sup>3</sup>, [Dit-Yan Yeung](https://sites.google.com/view/dyyeung)<sup>2</sup>, [Qiang Xu](https://cure-lab.github.io/)<sup>1^</sup><br> |
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> <sup>1</sup>CUHK <sup>2</sup>HKUST <sup>3</sup>Huawei Noah's Ark Lab <br> |
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> <sup>\*</sup>Equal Contribution <sup>^</sup>Corresponding Authors |
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<div> |
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<img src="https://github.com/cure-lab/MagicDrive/raw/main/assets/editings.png" style="margin:auto; max-width:800px; width:90%"> |
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</div> |
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For more information, please refer to our github: https://github.com/cure-lab/MagicDrive |
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