---
license: mit
---

# Implicit neural representation of textures

Albert Kwok †, Zheyuan Hu †, Dounia Hammou († denotes equal contribution).

Department of Computer Science and Technology, University of Cambridge.

- Paper: [https://arxiv.org/abs/2602.02354](https://arxiv.org/abs/2602.02354)
- Project page: [https://peterhuistyping.github.io/INR-Tex/](https://peterhuistyping.github.io/INR-Tex/)
- Github codebase: [https://github.com/PeterHUistyping/INR-Tex](https://github.com/PeterHUistyping/INR-Tex)
- HuggingFace pre-trained models: [https://huggingface.co/Peter2023HuggingFace/INR-Tex-model/](https://huggingface.co/Peter2023HuggingFace/INR-Tex-model/)
  - Please download and place it at `out-model/` folder.
- HuggingFace collected evaluation raw data: [https://huggingface.co/datasets/Peter2023HuggingFace/INR-Tex/](https://huggingface.co/datasets/Peter2023HuggingFace/INR-Tex/)
  - Please download and place it at `out-data/` folder.

![Demo](docs/INR_texture_v0.png)

If you find this project helpful, please consider citing:

```
@misc {KH2026INR-Tex,
      title={Implicit neural representation of textures}, 
      author={Albert Kwok and Zheyuan Hu and Dounia Hammou},
      year={2026},
      eprint={2602.02354},
      archivePrefix={arXiv},
      primaryClass={cs.CV},
      url={https://arxiv.org/abs/2602.02354}, 
}
```