soltustiks/cyclegan-urban-vangogh
收藏Hugging Face2026-04-20 更新2026-04-26 收录
下载链接：
https://hf-mirror.com/datasets/soltustiks/cyclegan-urban-vangogh
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资源简介：
---
license: mit
task_categories:
- image-to-image
language:
- en
tags:
- cyclegan
- style-transfer
- van-gogh
- unpaired-translation
pretty_name: Urban ↔ Van Gogh CycleGAN Dataset
size_categories:
- 1K<n<10K
---
# Urban ↔ Van Gogh Dataset
Unpaired image dataset for training CycleGAN to translate between photographs
of European cities and paintings by Vincent van Gogh.
## Structure
```
urban2vangogh/
├── trainA/ (828 images) — Urban photographs (Unsplash)
├── trainB/ (350 images) — Van Gogh paintings
├── testA/ (80 images)
└── testB/ (50 images)
```
## Domain A: Urban Photography
Collected via Unsplash API. Categories:
- European historic cities: Prague, Paris, Amsterdam, Vienna, Italy, Portugal, Spain
- Urban nature: parks, boulevards, riversides
- General urban landscapes
## Domain B: Van Gogh Paintings
Source: [Berkeley CycleGAN Datasets](https://efrosgans.eecs.berkeley.edu/cyclegan/datasets/)
(vangogh2photo, trainA split — 400 paintings total, with train/test split).
## Usage
```python
from huggingface_hub import hf_hub_download
zip_path = hf_hub_download(
repo_id="soltustiks/urban2vangogh",
filename="urban2vangogh_dataset.zip",
repo_type="dataset"
)
```
## License
MIT for the collected subset. Van Gogh paintings are in the public domain.
## Citation
Based on CycleGAN (Zhu et al. 2017).
提供机构：
soltustiks
