
# Dataset of saiga_12/Saiga-12/塞伽12型 (Girls' Frontline)

This is the dataset of saiga_12/Saiga-12/塞伽12型 (Girls' Frontline), containing 102 images and their tags.

The core tags of this character are `breasts, yellow_eyes, long_hair, dark-skinned_female, dark_skin, purple_hair, large_breasts, bangs, hair_between_eyes, hair_ornament, sidelocks, 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                                                          |
|:-----------------|---------:|:-----------|:-------------------------------------------------------------------------------------------------------------------------|:-----------|:---------------------------------------------------------------------|
| raw              |      102 | 142.27 MiB | [Download](https://huggingface.co/datasets/CyberHarem/saiga_12_girlsfrontline/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      102 | 77.22 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/saiga_12_girlsfrontline/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      243 | 160.33 MiB | [Download](https://huggingface.co/datasets/CyberHarem/saiga_12_girlsfrontline/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      102 | 124.60 MiB | [Download](https://huggingface.co/datasets/CyberHarem/saiga_12_girlsfrontline/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      243 | 233.17 MiB | [Download](https://huggingface.co/datasets/CyberHarem/saiga_12_girlsfrontline/resolve/main/dataset-stage3-p480-1200.zip) | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |

### 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/saiga_12_girlsfrontline',
    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 |        18 | ![](samples/0/clu0-sample0.png) | ![](samples/0/clu0-sample1.png) | ![](samples/0/clu0-sample2.png) | ![](samples/0/clu0-sample3.png) | ![](samples/0/clu0-sample4.png) | 1girl, elbow_gloves, hair_ribbon, navel, solo, white_gloves, cleavage, official_alternate_costume, race_queen, red_shorts, bare_shoulders, looking_at_viewer, short_shorts, holding, simple_background, thigh_boots, choker, collarbone, criss-cross_halter, red_footwear, smile, white_background, blush, highleg, stomach, midriff, red_bikini, standing, umbrella, white_ribbon, white_thighhighs, open_mouth, panties |
|   1 |        29 | ![](samples/1/clu1-sample0.png) | ![](samples/1/clu1-sample1.png) | ![](samples/1/clu1-sample2.png) | ![](samples/1/clu1-sample3.png) | ![](samples/1/clu1-sample4.png) | 1girl, solo, looking_at_viewer, beret, gloves, white_thighhighs, pleated_skirt, blush, twintails, necktie, belt, buckle, simple_background, framed_breasts, hair_flower                                                                                                                                                                                                                                                   |
|   2 |         5 | ![](samples/2/clu2-sample0.png) | ![](samples/2/clu2-sample1.png) | ![](samples/2/clu2-sample2.png) | ![](samples/2/clu2-sample3.png) | ![](samples/2/clu2-sample4.png) | 1girl, cleavage, hair_flower, looking_at_viewer, solo, blush, collarbone, red_hair, simple_background, smile, white_background, white_kimono, bare_shoulders, obi, official_alternate_costume, open_mouth, full_body, gun, holding, long_sleeves, wide_sleeves                                                                                                                                                            |
|   3 |         5 | ![](samples/3/clu3-sample0.png) | ![](samples/3/clu3-sample1.png) | ![](samples/3/clu3-sample2.png) | ![](samples/3/clu3-sample3.png) | ![](samples/3/clu3-sample4.png) | 1girl, blush, nipples, nude, solo, looking_at_viewer, navel, barcode_tattoo, collarbone, parted_lips, side_ponytail                                                                                                                                                                                                                                                                                                       |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | elbow_gloves   | hair_ribbon   | navel   | solo   | white_gloves   | cleavage   | official_alternate_costume   | race_queen   | red_shorts   | bare_shoulders   | looking_at_viewer   | short_shorts   | holding   | simple_background   | thigh_boots   | choker   | collarbone   | criss-cross_halter   | red_footwear   | smile   | white_background   | blush   | highleg   | stomach   | midriff   | red_bikini   | standing   | umbrella   | white_ribbon   | white_thighhighs   | open_mouth   | panties   | beret   | gloves   | pleated_skirt   | twintails   | necktie   | belt   | buckle   | framed_breasts   | hair_flower   | red_hair   | white_kimono   | obi   | full_body   | gun   | long_sleeves   | wide_sleeves   | nipples   | nude   | barcode_tattoo   | parted_lips   | side_ponytail   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:---------------|:--------------|:--------|:-------|:---------------|:-----------|:-----------------------------|:-------------|:-------------|:-----------------|:--------------------|:---------------|:----------|:--------------------|:--------------|:---------|:-------------|:---------------------|:---------------|:--------|:-------------------|:--------|:----------|:----------|:----------|:-------------|:-----------|:-----------|:---------------|:-------------------|:-------------|:----------|:--------|:---------|:----------------|:------------|:----------|:-------|:---------|:-----------------|:--------------|:-----------|:---------------|:------|:------------|:------|:---------------|:---------------|:----------|:-------|:-----------------|:--------------|:----------------|
|   0 |        18 | ![](samples/0/clu0-sample0.png) | ![](samples/0/clu0-sample1.png) | ![](samples/0/clu0-sample2.png) | ![](samples/0/clu0-sample3.png) | ![](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       | X                  | X       | X         | X         | X         | X            | X          | X          | X              | X                  | X            | X         |         |          |                 |             |           |        |          |                  |               |            |                |       |             |       |                |                |           |        |                  |               |                 |
|   1 |        29 | ![](samples/1/clu1-sample0.png) | ![](samples/1/clu1-sample1.png) | ![](samples/1/clu1-sample2.png) | ![](samples/1/clu1-sample3.png) | ![](samples/1/clu1-sample4.png) | X       |                |               |         | X      |                |            |                              |              |              |                  | X                   |                |           | X                   |               |          |              |                      |                |         |                    | X       |           |           |           |              |            |            |                | X                  |              |           | X       | X        | X               | X           | X         | X      | X        | X                | X             |            |                |       |             |       |                |                |           |        |                  |               |                 |
|   2 |         5 | ![](samples/2/clu2-sample0.png) | ![](samples/2/clu2-sample1.png) | ![](samples/2/clu2-sample2.png) | ![](samples/2/clu2-sample3.png) | ![](samples/2/clu2-sample4.png) | X       |                |               |         | X      |                | X          | X                            |              |              | X                | X                   |                | X         | X                   |               |          | X            |                      |                | X       | X                  | X       |           |           |           |              |            |            |                |                    | X            |           |         |          |                 |             |           |        |          |                  | X             | X          | X              | X     | X           | X     | X              | X              |           |        |                  |               |                 |
|   3 |         5 | ![](samples/3/clu3-sample0.png) | ![](samples/3/clu3-sample1.png) | ![](samples/3/clu3-sample2.png) | ![](samples/3/clu3-sample3.png) | ![](samples/3/clu3-sample4.png) | X       |                |               | X       | X      |                |            |                              |              |              |                  | X                   |                |           |                     |               |          | X            |                      |                |         |                    | X       |           |           |           |              |            |            |                |                    |              |           |         |          |                 |             |           |        |          |                  |               |            |                |       |             |       |                |                | X         | X      | X                | X             | X               |


task_categories:text-to-image size_categories:n<1K license:mit art not-for-all-audiences region:us
{"license": "mit", "size_categories": ["n<1K"], "task_categories": ["text-to-image"], "tags": ["art", "not-for-all-audiences"]}
TAGS
#task_categories-text-to-image #size_categories-n<1K #license-mit #art #not-for-all-audiences #region-us 

Dataset of saiga\_12/Saiga-12/塞伽12型 (Girls' Frontline)
======================================================


This is the dataset of saiga\_12/Saiga-12/塞伽12型 (Girls' Frontline), containing 102 images and their tags.


The core tags of this character are 'breasts, yellow\_eyes, long\_hair, dark-skinned\_female, dark\_skin, purple\_hair, large\_breasts, bangs, hair\_between\_eyes, hair\_ornament, sidelocks, 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(huggingface organization).


List of Packages
----------------



### Load Raw Dataset with Waifuc


We provide raw dataset (including tagged images) for waifuc loading. If you need this, just run the following code


List of Clusters
----------------


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


### Raw Text Version



### Table Version




### Load Raw Dataset with Waifuc


We provide raw dataset (including tagged images) for waifuc loading. If you need this, just run the following code


List of Clusters
----------------


List of tag clustering result, maybe some outfits can be mined here. ### Raw Text Version ### Table Version
TAGS
#task_categories-text-to-image #size_categories-n<1K #license-mit #art #not-for-all-audiences #region-us 
 ### Load Raw Dataset with Waifuc


We provide raw dataset (including tagged images) for waifuc loading. If you need this, just run the following code


List of Clusters
----------------


List of tag clustering result, maybe some outfits can be mined here. ### Raw Text Version ### Table Version
passage: TAGS
#task_categories-text-to-image #size_categories-n<1K #license-mit #art #not-for-all-audiences #region-us 
### Load Raw Dataset with Waifuc


We provide raw dataset (including tagged images) for waifuc loading. If you need this, just run the following code


List of Clusters
----------------


List of tag clustering result, maybe some outfits can be mined here.### Raw Text Version### Table Version