---
license: mit
task_categories:
- text-to-image
tags:
- art
- not-for-all-audiences
size_categories:
- n<1K
---

# Dataset of Satsuki/五色月 (Reverse:1999)

This is the dataset of Satsuki/五色月 (Reverse:1999), containing 10 images and their tags.

The core tags of this character are `bow, brown_hair, brown_eyes, hair_ornament, short_hair, hair_bow, breasts, hair_flower, hat`, which are pruned in this dataset.

Images are crawled from many sites (e.g. danbooru, pixiv, zerochan ...), the auto-crawling system is powered by [DeepGHS Team](https://github.com/deepghs)([huggingface organization](https://huggingface.co./deepghs)).

## List of Packages

| Name             |   Images | Size      | Download                                                                                                             | Type       | Description                                                          | Images-head   | Images-others   |
|:-----------------|---------:|:----------|:---------------------------------------------------------------------------------------------------------------------|:-----------|:---------------------------------------------------------------------|:--------------|:----------------|
| raw              |       10 | 16.58 MiB | [Download](https://huggingface.co./datasets/CyberHarem/satsuki_reverse1999/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). | --            | --              |
| stage3-p480-1200 |       26 | 27.51 MiB | [Download](https://huggingface.co./datasets/CyberHarem/satsuki_reverse1999/resolve/main/dataset-stage3-p480-1200.zip) | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  | 7             | 19              |

### Load Raw Dataset with Waifuc

We provide raw dataset (including tagged images) for [waifuc](https://deepghs.github.io/waifuc/main/tutorials/installation/index.html) loading. If you need this, just run the following code

```python
import os
import zipfile

from huggingface_hub import hf_hub_download
from waifuc.source import LocalSource

# download raw archive file
zip_file = hf_hub_download(
    repo_id='CyberHarem/satsuki_reverse1999',
    repo_type='dataset',
    filename='dataset-raw.zip',
)

# extract files to your directory
dataset_dir = 'dataset_dir'
os.makedirs(dataset_dir, exist_ok=True)
with zipfile.ZipFile(zip_file, 'r') as zf:
    zf.extractall(dataset_dir)

# load the dataset with waifuc
source = LocalSource(dataset_dir)
for item in source:
    print(item.image, item.meta['filename'], item.meta['tags'])
```

## List of Clusters

List of tag clustering result, maybe some outfits can be mined here.

### Raw Text Version

|   # |   Samples | Img-1                                                                                                       | Img-2                                                                                                       | Img-3                                                                                                       | Img-4                                                                                                       | Img-5                                                                                                       | Tags                                                                                                                                                                                                                               |
|----:|----------:|:------------------------------------------------------------------------------------------------------------|:------------------------------------------------------------------------------------------------------------|:------------------------------------------------------------------------------------------------------------|:------------------------------------------------------------------------------------------------------------|:------------------------------------------------------------------------------------------------------------|:-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
|   0 |        10 | ![](https://huggingface.co./datasets/CyberHarem/satsuki_reverse1999/resolve/main/samples/0/clu0-sample0.png) | ![](https://huggingface.co./datasets/CyberHarem/satsuki_reverse1999/resolve/main/samples/0/clu0-sample1.png) | ![](https://huggingface.co./datasets/CyberHarem/satsuki_reverse1999/resolve/main/samples/0/clu0-sample2.png) | ![](https://huggingface.co./datasets/CyberHarem/satsuki_reverse1999/resolve/main/samples/0/clu0-sample3.png) | ![](https://huggingface.co./datasets/CyberHarem/satsuki_reverse1999/resolve/main/samples/0/clu0-sample4.png) | 1girl, solo, chain, flower, long_sleeves, looking_at_viewer, blush, closed_mouth, cuffs, frilled_apron, full_body, smile, wa_maid, white_apron, bonnet, gloves, maid_apron, simple_background, socks, striped_kimono, wide_sleeves |

### Table Version

|   # |   Samples | Img-1                                                                                                       | Img-2                                                                                                       | Img-3                                                                                                       | Img-4                                                                                                       | Img-5                                                                                                       | 1girl   | solo   | chain   | flower   | long_sleeves   | looking_at_viewer   | blush   | closed_mouth   | cuffs   | frilled_apron   | full_body   | smile   | wa_maid   | white_apron   | bonnet   | gloves   | maid_apron   | simple_background   | socks   | striped_kimono   | wide_sleeves   |
|----:|----------:|:------------------------------------------------------------------------------------------------------------|:------------------------------------------------------------------------------------------------------------|:------------------------------------------------------------------------------------------------------------|:------------------------------------------------------------------------------------------------------------|:------------------------------------------------------------------------------------------------------------|:--------|:-------|:--------|:---------|:---------------|:--------------------|:--------|:---------------|:--------|:----------------|:------------|:--------|:----------|:--------------|:---------|:---------|:-------------|:--------------------|:--------|:-----------------|:---------------|
|   0 |        10 | ![](https://huggingface.co./datasets/CyberHarem/satsuki_reverse1999/resolve/main/samples/0/clu0-sample0.png) | ![](https://huggingface.co./datasets/CyberHarem/satsuki_reverse1999/resolve/main/samples/0/clu0-sample1.png) | ![](https://huggingface.co./datasets/CyberHarem/satsuki_reverse1999/resolve/main/samples/0/clu0-sample2.png) | ![](https://huggingface.co./datasets/CyberHarem/satsuki_reverse1999/resolve/main/samples/0/clu0-sample3.png) | ![](https://huggingface.co./datasets/CyberHarem/satsuki_reverse1999/resolve/main/samples/0/clu0-sample4.png) | X       | X      | X       | X        | X              | X                   | X       | X              | X       | X               | X           | X       | X         | X             | X        | X        | X            | X                   | X       | X                | X              |