CyberHarem/6_reverse1999

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

# Dataset of 6 (Reverse:1999)

This is the dataset of 6 (Reverse:1999), containing 39 images and their tags.

The core tags of this character are `long_hair, blonde_hair, blue_eyes`, 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 | 39 | 73.26 MiB | [Download](https://huggingface.co/datasets/CyberHarem/6_reverse1999/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). | -- | -- |
| stage3-p480-1200 | 86 | 116.02 MiB | [Download](https://huggingface.co/datasets/CyberHarem/6_reverse1999/resolve/main/dataset-stage3-p480-1200.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. | 33 | 53 |

### 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/6_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 | 8 |  |  |  |  |  | long_sleeves, solo, 1boy, circlet, greco-roman_clothes, holding_scroll, looking_at_viewer, male_focus, closed_mouth, cowboy_shot, hair_over_one_eye, simple_background, standing, white_background, 1girl, jewelry, one_eye_covered, white_robe |
| 1 | 12 |  |  |  |  |  | 1boy, solo, long_sleeves, male_focus, circlet, closed_mouth, white_robe, ancient_greek_clothes, sky, standing, from_side, greco-roman_clothes, indoors, outdoors, upper_body |
| 2 | 5 |  |  |  |  |  | 1boy, circlet, male_focus, portrait, solo, wavy_hair, 1girl, looking_at_viewer, open_mouth, parted_lips, simple_background, upper_body, white_background |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | long_sleeves | solo | 1boy | circlet | greco-roman_clothes | holding_scroll | looking_at_viewer | male_focus | closed_mouth | cowboy_shot | hair_over_one_eye | simple_background | standing | white_background | 1girl | jewelry | one_eye_covered | white_robe | ancient_greek_clothes | sky | from_side | indoors | outdoors | upper_body | portrait | wavy_hair | open_mouth | parted_lips |
|----:|----------:|:------------------------------------------------------------------------------------------------------|:------------------------------------------------------------------------------------------------------|:------------------------------------------------------------------------------------------------------|:------------------------------------------------------------------------------------------------------|:------------------------------------------------------------------------------------------------------|:---------------|:-------|:-------|:----------|:----------------------|:-----------------|:--------------------|:-------------|:---------------|:--------------|:--------------------|:--------------------|:-----------|:-------------------|:--------|:----------|:------------------|:-------------|:------------------------|:------|:------------|:----------|:-----------|:-------------|:-----------|:------------|:-------------|:--------------|
| 0 | 8 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | |
| 1 | 12 |  |  |  |  |  | X | X | X | X | X | | | X | X | | | | X | | | | | X | X | X | X | X | X | X | | | | |
| 2 | 5 |  |  |  |  |  | | X | X | X | | | X | X | | | | X | | X | X | | | | | | | | | X | X | X | X | X |