MajutsuCity

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[CVPR' 26] MajutsuCity: Language-driven Aesthetic-adaptive City Generation with Controllable 3D Assets and Layouts

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# MajutsuCity: Language-driven Aesthetic-adaptive City Generation with Controllable 3D Assets and Layouts

## 🏗️ Pipeline Overview

## 📜 TODO List
- [x] Release ${\color{#8D88E2}MajutsuDataset}$
- [ ] Release ${\color{#6EB4F9}MajutsuCity}$
  - [x] Layout Generation model
  - [x] Material texture fintuned model
  - [ ] Framework code
- [ ] Release ${\color{#FF7FAE}MajutsuAgent}$ code

## 🪄 Usage

### Installation

```bash
git clone https://github.com/LongHZ140516/MajutsuCity.git
cd MajutsuCity

conda env create -f environment.yml
conda activate majutsucity
```

### Layout Generation

Download the [*layout ckpt model*](https://huggingface.co/SereinH/MajutsuCity/tree/main/layout) to the folder `ckpt/layout`.

(If you want to train the model, please refer to the instructions of [Layout Training README](./layout_gen/README.md).)

### Texture / Skybox Generation

Download the [*texture ckpt model*](https://huggingface.co/SereinH/MajutsuCity/tree/main/layout) to the folder `ckpt/texture`

```bash
# Texture Case
python texture_gen.py

# Skybox Case
python skybox_gen.py
```

## 🙏 Acknowledgements

- Some visual design inspirations (e.g., icons and layout ideas) are adapted from [awesome-framework-gallery](https://github.com/LongHZ140516/awesome-framework-gallery), [Arknights](https://ak.hypergryph.com/#index) and [Arknights: Endfield](https://endfield.hypergryph.com/).
- The *Texture/Skybox LoRA* is trained on the basis of [flymyai-lora-trainer](https://github.com/FlyMyAI/flymyai-lora-trainer).

## 📝 Citation

```bib
@article{huang2025majutsucity,
  title={MajutsuCity: Language-driven Aesthetic-adaptive City Generation with Controllable 3D Assets and Layouts},
  author={Huang, Zilong and He, Jun and Huang, Xiaobin and Xiong, Ziyi and Luo, Yang and Ye, Junyan and Li, Weijia and Chen, Yiping and Han, Ting},
  journal={arXiv preprint arXiv:2511.20415},
  year={2025}
}
```

MajutsuCity

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