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--- |
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license: apache-2.0 |
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pipeline_tag: text-to-image |
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library_name: diffusion-single-file |
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tags: |
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- Image-to-Image |
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--- |
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# MV-Adapter Model Card |
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<div align="center"> |
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[**Project Page**](https://huanngzh.github.io/MV-Adapter-Page/) **|** [**Paper (ArXiv)**](https://arxiv.org/abs/2412.03632) **|** [**Paper (HF)**](https://hf.co/papers/2412.03632) **|** [**Code**](https://github.com/huanngzh/MV-Adapter) **|** [**Gradio demo**](https://huggingface.co/spaces/VAST-AI/MV-Adapter-I2MV-SDXL) |
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Create High-fidelity Multi-view Images with Various Base T2I Models and Various Conditions. |
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</div> |
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## Introduction |
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MV-Adapter is a creative productivity tool that seamlessly transfer text-to-image models to multi-view generators. |
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Highlights: |
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- 768x768 multi-view images |
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- work well with personalized models (e.g. DreamShaper, Animagine), LCM, ControlNet |
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- support text or image to multi-view (reconstruct 3D thereafter), or with geometry guidance for 3D texture generation |
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- arbitrary view generation |
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## Examples |
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<video controls autoplay src="https://cdn-uploads.huggingface.co/production/uploads/6375d136dee28348a9c63cbf/P7ywma2xFX-_SfEj1cJmY.mp4"></video> |
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## Model Details |
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| Model | Base Model | HF Weights | Demo Link | |
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| :-------------------------: | :--------: | :------------------------------------------------------------------------------------------------------------------------: | :-------------------------------------------------------------------------------------------------------------------------------------------: | |
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| Text-to-Multiview | SDXL | [mvadapter_t2mv_sdxl.safetensors](https://huggingface.co/huanngzh/mv-adapter/resolve/main/mvadapter_t2mv_sdxl.safetensors) | [General](https://huggingface.co/spaces/VAST-AI/MV-Adapter-T2MV-SDXL) / [Anime](https://huggingface.co/spaces/huanngzh/MV-Adapter-T2MV-Anime) | |
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| Image-to-Multiview | SDXL | [mvadapter_i2mv_sdxl.safetensors](https://huggingface.co/huanngzh/mv-adapter/resolve/main/mvadapter_t2mv_sdxl.safetensors) | [Demo](https://huggingface.co/spaces/VAST-AI/MV-Adapter-I2MV-SDXL) | |
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| Text-Geometry-to-Multiview | SDXL | | | |
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| Image-Geometry-to-Multiview | SDXL | | | |
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| Image-to-Arbitrary-Views | SDXL | | |
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## Usage |
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Refer to our [Github repository](https://github.com/huanngzh/MV-Adapter). |
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## Citation |
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If you find this work helpful, please consider citing our paper: |
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```bibtex |
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@article{huang2024mvadapter, |
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title={MV-Adapter: Multi-view Consistent Image Generation Made Easy}, |
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author={Huang, Zehuan and Guo, Yuanchen and Wang, Haoran and Yi, Ran and Ma, Lizhuang and Cao, Yan-Pei and Sheng, Lu}, |
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journal={arXiv preprint arXiv:2412.03632}, |
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year={2024} |
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} |
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``` |
