jaddai/openbrush-renaissance
收藏Hugging Face2026-04-27 更新2026-05-03 收录
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https://hf-mirror.com/datasets/jaddai/openbrush-renaissance
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资源简介:
---
license: mit
task_categories:
- image-to-text
- text-to-image
- image-classification
language:
- en
tags:
- art
- fine-art
- paintings
- public-domain
- renaissance
- old-masters
- religious-art
- movement
- structured-captions
- image-captioning
- diffusion
- vlm
size_categories:
- 1K<n<10K
configs:
- config_name: default
data_files:
- split: train
path: data/train-*.parquet
---
# OpenBrush Renaissance
Renaissance works from OpenBrush-75K, combining Northern, Early, High, and Mannerism Late Renaissance into one period subset.
> **Curated subset of [jaddai/openbrush-75k](https://huggingface.co/datasets/jaddai/openbrush-75k).** Same MIT license, same caption schema, same VLM (Qwen3-VL-30B-A3B). This subset exists so you don't have to download 75,313 images to get to the 6,565 you actually want.
## Why this subset
Combined Renaissance period subset spanning ~1300–1600. Heavy on religious painting, portraits, and mythological scenes. Useful for old-master aesthetic training without the broader 'Realism' bucket dilution.
**Filter equivalent on parent:** `style in {"Northern Renaissance", "Early Renaissance", "High Renaissance", "Mannerism Late Renaissance"}`
## Statistics
- **Total images:** 6,565
- **Source:** OpenBrush-75K v1.1 (filtered)
- **License:** MIT
- **Caption schema:** v2 structured (TAGS / SUBJECT / ACTION / SETTING / MOOD / STYLE / LIGHTING / COLOR / COMPOSITION)
### Composition
- **Northern Renaissance**: 2,552
- **Early Renaissance**: 1,391
- **High Renaissance**: 1,343
- **Mannerism Late Renaissance**: 1,279
## Caption schema
Same as the parent. Each row has `caption_full` plus 9 individual fields:
```
**TAGS:** comma-separated standardized descriptive tags
**SUBJECT:** Description of the main subject
**ACTION:** Movement, gesture, what is happening
**SETTING:** Environment and context
**MOOD:** Emotional tone and atmosphere
**STYLE:** Artistic technique and stylistic analysis
**LIGHTING:** Direction, quality, temperature
**COLOR:** Palette and color relationships
**COMPOSITION:** Framing, balance, focal points
```
## Schema
| Field | Type | Description |
|-------|------|-------------|
| `id` | string | Unique identifier |
| `image` | Image | The artwork (PNG bytes) |
| `width` | int | Image width in pixels |
| `height` | int | Image height in pixels |
| `artist` | string | Artist name |
| `style` | string | Art movement/style |
| `genre` | string | Genre |
| `tags` | list[string] | Standardized descriptive tags |
| `subject`, `action`, `setting`, `mood`, `style_description`, `lighting`, `color`, `composition` | string | Per-aspect caption fields |
| `caption_full` | string | Full structured caption |
| `source_file` | string | Original filename |
## Loading
```python
from datasets import load_dataset
dataset = load_dataset("jaddai/openbrush-renaissance")
print(len(dataset["train"])) # 6,565
example = dataset["train"][0]
print(example["caption_full"])
```
## Relationship to the parent dataset
This is a filtered slice of [jaddai/openbrush-75k](https://huggingface.co/datasets/jaddai/openbrush-75k) v1.1. All images, captions, and metadata are identical to those in the parent — no recaptioning or modification.
If you want the **complete** OpenBrush corpus (75,313 paintings), use the parent. If you want **just this slice**, use this subset to save bandwidth and disk.
### Sibling subsets
- [openbrush-van-gogh](https://huggingface.co/datasets/jaddai/openbrush-van-gogh)
- [openbrush-monet](https://huggingface.co/datasets/jaddai/openbrush-monet)
- [openbrush-renoir](https://huggingface.co/datasets/jaddai/openbrush-renoir)
- [openbrush-rembrandt](https://huggingface.co/datasets/jaddai/openbrush-rembrandt)
- [openbrush-impressionism](https://huggingface.co/datasets/jaddai/openbrush-impressionism)
- [openbrush-renaissance](https://huggingface.co/datasets/jaddai/openbrush-renaissance)
- [openbrush-ukiyo-e](https://huggingface.co/datasets/jaddai/openbrush-ukiyo-e)
- [openbrush-baroque](https://huggingface.co/datasets/jaddai/openbrush-baroque)
- [openbrush-landscapes](https://huggingface.co/datasets/jaddai/openbrush-landscapes)
- [openbrush-portraits](https://huggingface.co/datasets/jaddai/openbrush-portraits)
- [openbrush-religious-art](https://huggingface.co/datasets/jaddai/openbrush-religious-art)
- [openbrush-anonymous-masters](https://huggingface.co/datasets/jaddai/openbrush-anonymous-masters)
- [openbrush-impressionist-landscapes](https://huggingface.co/datasets/jaddai/openbrush-impressionist-landscapes)
## License
MIT. Underlying artworks are public domain (all artists died before 1954). Structured captions are original works released under MIT.
## Citation
```bibtex
@dataset{openbrush_openbrush_renaissance,
title={OpenBrush Renaissance},
author={jaddai},
year={2026},
publisher={Hugging Face},
url={https://huggingface.co/datasets/jaddai/openbrush-renaissance},
note={Curated subset of openbrush-75k}
}
```
## Acknowledgments
- Original artwork images derived from public domain art collections
- Captions generated using Qwen3-VL-30B-A3B
- Tag standardization assisted by LLM-based semantic mapping
提供机构:
jaddai



