
# Dataset of wa2000/WA2000/WA2000 (Girls' Frontline)

This is the dataset of wa2000/WA2000/WA2000 (Girls' Frontline), containing 500 images and their tags.

The core tags of this character are `long_hair, purple_hair, bangs, red_eyes, breasts, ribbon, hair_ribbon, one_side_up, very_long_hair, large_breasts, red_ribbon, braid`, 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              |      500 | 801.48 MiB | [Download](https://huggingface.co/datasets/CyberHarem/wa2000_girlsfrontline/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      500 | 410.53 MiB | [Download](https://huggingface.co/datasets/CyberHarem/wa2000_girlsfrontline/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |     1271 | 907.21 MiB | [Download](https://huggingface.co/datasets/CyberHarem/wa2000_girlsfrontline/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      500 | 690.34 MiB | [Download](https://huggingface.co/datasets/CyberHarem/wa2000_girlsfrontline/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |     1271 | 1.32 GiB   | [Download](https://huggingface.co/datasets/CyberHarem/wa2000_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/wa2000_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 |        13 | ![](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, blush, framed_breasts, looking_at_viewer, red_necktie, simple_background, solo, collared_shirt, high-waist_skirt, black_skirt, blazer, long_sleeves, black_gloves, black_pantyhose, half_updo, white_background, white_shirt, striped_shirt, closed_mouth, open_mouth, hand_on_hip                                                                                                                                          |
|   1 |         6 | ![](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, black_gloves, blush, jacket, looking_at_viewer, red_necktie, simple_background, solo, upper_body, white_background, white_shirt, closed_mouth, long_sleeves, collared_shirt, framed_breasts                                                                                                                                                                                                                                 |
|   2 |        13 | ![](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, black_gloves, blush, bullpup, holding_gun, red_necktie, sniper_rifle, solo, walther, black_pantyhose, framed_breasts, looking_at_viewer, simple_background, black_skirt, blazer, white_background, collared_shirt, high-waist_skirt, long_sleeves, white_shirt, half_updo, open_mouth, trigger_discipline, black_footwear                                                                                                   |
|   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, bare_shoulders, bat_hair_ornament, belt, black_pantyhose, blush, halloween_costume, navel, official_alternate_costume, solo, black_gloves, head_wings, looking_at_viewer, pumpkin_hair_ornament, ghost, hairband, jack-o'-lantern, open_mouth, buckle, bullpup, full_body, half_updo, hands_up, high_heels, orange_footwear, orange_necktie, orange_skirt, sleeveless_shirt, smile, sniper_rifle, walther, white_background |
|   4 |        33 | ![](samples/4/clu4-sample0.png)   | ![](samples/4/clu4-sample1.png)   | ![](samples/4/clu4-sample2.png)   | ![](samples/4/clu4-sample3.png)   | ![](samples/4/clu4-sample4.png)   | official_alternate_costume, red_scarf, 1girl, blush, solo, looking_at_viewer, snowflake_print, black_coat, long_sleeves, red_necktie, brown_skirt, jacket, open_coat, enpera, white_gloves, open_mouth, plaid_skirt, pleated_skirt, black_pantyhose, shirt, snowflake_hair_ornament, holding                                                                                                                                       |
|   5 |         6 | ![](samples/5/clu5-sample0.png)   | ![](samples/5/clu5-sample1.png)   | ![](samples/5/clu5-sample2.png)   | ![](samples/5/clu5-sample3.png)   | ![](samples/5/clu5-sample4.png)   | 1girl, black_one-piece_swimsuit, choker, official_alternate_costume, ponytail, solo, bare_shoulders, blush, cleavage, collarbone, covered_navel, looking_at_viewer, thigh_strap, blue_sky, bow, closed_mouth, day, ocean, outdoors, beach, casual_one-piece_swimsuit, cloud, highleg                                                                                                                                               |
|   6 |         5 | ![](samples/6/clu6-sample0.png)   | ![](samples/6/clu6-sample1.png)   | ![](samples/6/clu6-sample2.png)   | ![](samples/6/clu6-sample3.png)   | ![](samples/6/clu6-sample4.png)   | 1girl, bare_shoulders, black_dress, black_gloves, blush, cleavage, looking_at_viewer, simple_background, solo, white_background, black_pantyhose, official_alternate_costume, earrings, half_gloves, blunt_bangs, bow, bullpup, cherry, crossed_legs, holding, mouth_hold, sitting, sniper_rifle, walther                                                                                                                          |
|   7 |         9 | ![](samples/7/clu7-sample0.png)   | ![](samples/7/clu7-sample1.png)   | ![](samples/7/clu7-sample2.png)   | ![](samples/7/clu7-sample3.png)   | ![](samples/7/clu7-sample4.png)   | 1girl, black_panties, blush, cat_cutout, cat_ears, cat_lingerie, cat_tail, choker, frilled_bra, jingle_bell, looking_at_viewer, solo, underwear_only, bare_shoulders, black_bra, cleavage_cutout, side-tie_panties, cat_ear_panties, neck_bell, collarbone, navel, stomach, thighs, simple_background, barefoot, open_mouth, paw_pose, white_background                                                                            |
|   8 |         6 | ![](samples/8/clu8-sample0.png)   | ![](samples/8/clu8-sample1.png)   | ![](samples/8/clu8-sample2.png)   | ![](samples/8/clu8-sample3.png)   | ![](samples/8/clu8-sample4.png)   | 1girl, bare_shoulders, blush, playboy_bunny, solo, cleavage, detached_collar, fake_animal_ears, looking_at_viewer, rabbit_ears, black_leotard, covered_navel, cowboy_shot, half_updo, open_mouth, simple_background, wrist_cuffs, black_pantyhose, bowtie, hand_up, rabbit_tail, red_bow, strapless_leotard, white_background                                                                                                      |
|   9 |         5 | ![](samples/9/clu9-sample0.png)   | ![](samples/9/clu9-sample1.png)   | ![](samples/9/clu9-sample2.png)   | ![](samples/9/clu9-sample3.png)   | ![](samples/9/clu9-sample4.png)   | 1girl, black_bikini, cleavage, collarbone, looking_at_viewer, solo, blush, navel, sidelocks, stomach, thighs, bare_shoulders, halterneck, open_mouth, ponytail, simple_background, string_bikini, wet, white_background, armpits, arms_up, bare_arms, black_choker, black_footwear, closed_mouth, side-tie_bikini_bottom, standing, water                                                                                          |
|  10 |         7 | ![](samples/10/clu10-sample0.png) | ![](samples/10/clu10-sample1.png) | ![](samples/10/clu10-sample2.png) | ![](samples/10/clu10-sample3.png) | ![](samples/10/clu10-sample4.png) | 1boy, 1girl, blush, hetero, nipples, penis, spread_legs, censored, missionary, nude, on_back, pussy, sex, vaginal, open_mouth, solo_focus, sweat, looking_at_viewer, pantyhose, pov                                                                                                                                                                                                                                                |

### Table Version

|   # |   Samples | Img-1                             | Img-2                             | Img-3                             | Img-4                             | Img-5                             | 1girl   | blush   | framed_breasts   | looking_at_viewer   | red_necktie   | simple_background   | solo   | collared_shirt   | high-waist_skirt   | black_skirt   | blazer   | long_sleeves   | black_gloves   | black_pantyhose   | half_updo   | white_background   | white_shirt   | striped_shirt   | closed_mouth   | open_mouth   | hand_on_hip   | jacket   | upper_body   | bullpup   | holding_gun   | sniper_rifle   | walther   | trigger_discipline   | black_footwear   | bare_shoulders   | bat_hair_ornament   | belt   | halloween_costume   | navel   | official_alternate_costume   | head_wings   | pumpkin_hair_ornament   | ghost   | hairband   | jack-o'-lantern   | buckle   | full_body   | hands_up   | high_heels   | orange_footwear   | orange_necktie   | orange_skirt   | sleeveless_shirt   | smile   | red_scarf   | snowflake_print   | black_coat   | brown_skirt   | open_coat   | enpera   | white_gloves   | plaid_skirt   | pleated_skirt   | shirt   | snowflake_hair_ornament   | holding   | black_one-piece_swimsuit   | choker   | ponytail   | cleavage   | collarbone   | covered_navel   | thigh_strap   | blue_sky   | bow   | day   | ocean   | outdoors   | beach   | casual_one-piece_swimsuit   | cloud   | highleg   | black_dress   | earrings   | half_gloves   | blunt_bangs   | cherry   | crossed_legs   | mouth_hold   | sitting   | black_panties   | cat_cutout   | cat_ears   | cat_lingerie   | cat_tail   | frilled_bra   | jingle_bell   | underwear_only   | black_bra   | cleavage_cutout   | side-tie_panties   | cat_ear_panties   | neck_bell   | stomach   | thighs   | barefoot   | paw_pose   | playboy_bunny   | detached_collar   | fake_animal_ears   | rabbit_ears   | black_leotard   | cowboy_shot   | wrist_cuffs   | bowtie   | hand_up   | rabbit_tail   | red_bow   | strapless_leotard   | black_bikini   | sidelocks   | halterneck   | string_bikini   | wet   | armpits   | arms_up   | bare_arms   | black_choker   | side-tie_bikini_bottom   | standing   | water   | 1boy   | hetero   | nipples   | penis   | spread_legs   | censored   | missionary   | nude   | on_back   | pussy   | sex   | vaginal   | solo_focus   | sweat   | pantyhose   | pov   |
|----:|----------:|:----------------------------------|:----------------------------------|:----------------------------------|:----------------------------------|:----------------------------------|:--------|:--------|:-----------------|:--------------------|:--------------|:--------------------|:-------|:-----------------|:-------------------|:--------------|:---------|:---------------|:---------------|:------------------|:------------|:-------------------|:--------------|:----------------|:---------------|:-------------|:--------------|:---------|:-------------|:----------|:--------------|:---------------|:----------|:---------------------|:-----------------|:-----------------|:--------------------|:-------|:--------------------|:--------|:-----------------------------|:-------------|:------------------------|:--------|:-----------|:------------------|:---------|:------------|:-----------|:-------------|:------------------|:-----------------|:---------------|:-------------------|:--------|:------------|:------------------|:-------------|:--------------|:------------|:---------|:---------------|:--------------|:----------------|:--------|:--------------------------|:----------|:---------------------------|:---------|:-----------|:-----------|:-------------|:----------------|:--------------|:-----------|:------|:------|:--------|:-----------|:--------|:----------------------------|:--------|:----------|:--------------|:-----------|:--------------|:--------------|:---------|:---------------|:-------------|:----------|:----------------|:-------------|:-----------|:---------------|:-----------|:--------------|:--------------|:-----------------|:------------|:------------------|:-------------------|:------------------|:------------|:----------|:---------|:-----------|:-----------|:----------------|:------------------|:-------------------|:--------------|:----------------|:--------------|:--------------|:---------|:----------|:--------------|:----------|:--------------------|:---------------|:------------|:-------------|:----------------|:------|:----------|:----------|:------------|:---------------|:-------------------------|:-----------|:--------|:-------|:---------|:----------|:--------|:--------------|:-----------|:-------------|:-------|:----------|:--------|:------|:----------|:-------------|:--------|:------------|:------|
|   0 |        13 | ![](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             |          |              |           |               |                |           |                      |                  |                  |                     |        |                     |         |                              |              |                         |         |            |                   |          |             |            |              |                   |                  |                |                    |         |             |                   |              |               |             |          |                |               |                 |         |                           |           |                            |          |            |            |              |                 |               |            |       |       |         |            |         |                             |         |           |               |            |               |               |          |                |              |           |                 |              |            |                |            |               |               |                  |             |                   |                    |                   |             |           |          |            |            |                 |                   |                    |               |                 |               |               |          |           |               |           |                     |                |             |              |                 |       |           |           |             |                |                          |            |         |        |          |           |         |               |            |              |        |           |         |       |           |              |         |             |       |
|   1 |         6 | ![](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 |        13 | ![](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              | 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              | X         |                      |                  | X                | X                   | X      | X                   | X       | X                            | X            | X                       | X       | X          | X                 | X        | X           | X          | X            | X                 | X                | X              | X                  | X       |             |                   |              |               |             |          |                |               |                 |         |                           |           |                            |          |            |            |              |                 |               |            |       |       |         |            |         |                             |         |           |               |            |               |               |          |                |              |           |                 |              |            |                |            |               |               |                  |             |                   |                    |                   |             |           |          |            |            |                 |                   |                    |               |                 |               |               |          |           |               |           |                     |                |             |              |                 |       |           |           |             |                |                          |            |         |        |          |           |         |               |            |              |        |           |         |       |           |              |         |             |       |
|   4 |        33 | ![](samples/4/clu4-sample0.png)   | ![](samples/4/clu4-sample1.png)   | ![](samples/4/clu4-sample2.png)   | ![](samples/4/clu4-sample3.png)   | ![](samples/4/clu4-sample4.png)   | X       | X       |                  | X                   | X             |                     | X      |                  |                    |               |          | X              |                | X                 |             |                    |               |                 |                | X            |               | X        |              |           |               |                |           |                      |                  |                  |                     |        |                     |         | X                            |              |                         |         |            |                   |          |             |            |              |                   |                  |                |                    |         | X           | X                 | X            | X             | X           | X        | X              | X             | X               | X       | X                         | X         |                            |          |            |            |              |                 |               |            |       |       |         |            |         |                             |         |           |               |            |               |               |          |                |              |           |                 |              |            |                |            |               |               |                  |             |                   |                    |                   |             |           |          |            |            |                 |                   |                    |               |                 |               |               |          |           |               |           |                     |                |             |              |                 |       |           |           |             |                |                          |            |         |        |          |           |         |               |            |              |        |           |         |       |           |              |         |             |       |
|   5 |         6 | ![](samples/5/clu5-sample0.png)   | ![](samples/5/clu5-sample1.png)   | ![](samples/5/clu5-sample2.png)   | ![](samples/5/clu5-sample3.png)   | ![](samples/5/clu5-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         |               |            |               |               |          |                |              |           |                 |              |            |                |            |               |               |                  |             |                   |                    |                   |             |           |          |            |            |                 |                   |                    |               |                 |               |               |          |           |               |           |                     |                |             |              |                 |       |           |           |             |                |                          |            |         |        |          |           |         |               |            |              |        |           |         |       |           |              |         |             |       |
|   6 |         5 | ![](samples/6/clu6-sample0.png)   | ![](samples/6/clu6-sample1.png)   | ![](samples/6/clu6-sample2.png)   | ![](samples/6/clu6-sample3.png)   | ![](samples/6/clu6-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         |                 |              |            |                |            |               |               |                  |             |                   |                    |                   |             |           |          |            |            |                 |                   |                    |               |                 |               |               |          |           |               |           |                     |                |             |              |                 |       |           |           |             |                |                          |            |         |        |          |           |         |               |            |              |        |           |         |       |           |              |         |             |       |
|   7 |         9 | ![](samples/7/clu7-sample0.png)   | ![](samples/7/clu7-sample1.png)   | ![](samples/7/clu7-sample2.png)   | ![](samples/7/clu7-sample3.png)   | ![](samples/7/clu7-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          |                 |                   |                    |               |                 |               |               |          |           |               |           |                     |                |             |              |                 |       |           |           |             |                |                          |            |         |        |          |           |         |               |            |              |        |           |         |       |           |              |         |             |       |
|   8 |         6 | ![](samples/8/clu8-sample0.png)   | ![](samples/8/clu8-sample1.png)   | ![](samples/8/clu8-sample2.png)   | ![](samples/8/clu8-sample3.png)   | ![](samples/8/clu8-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                   |                |             |              |                 |       |           |           |             |                |                          |            |         |        |          |           |         |               |            |              |        |           |         |       |           |              |         |             |       |
|   9 |         5 | ![](samples/9/clu9-sample0.png)   | ![](samples/9/clu9-sample1.png)   | ![](samples/9/clu9-sample2.png)   | ![](samples/9/clu9-sample3.png)   | ![](samples/9/clu9-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       |        |          |           |         |               |            |              |        |           |         |       |           |              |         |             |       |
|  10 |         7 | ![](samples/10/clu10-sample0.png) | ![](samples/10/clu10-sample1.png) | ![](samples/10/clu10-sample2.png) | ![](samples/10/clu10-sample3.png) | ![](samples/10/clu10-sample4.png) | X       | X       |                  | X                   |               |                     |        |                  |                    |               |          |                |                |                   |             |                    |               |                 |                | X            |               |          |              |           |               |                |           |                      |                  |                  |                     |        |                     |         |                              |              |                         |         |            |                   |          |             |            |              |                   |                  |                |                    |         |             |                   |              |               |             |          |                |               |                 |         |                           |           |                            |          |            |            |              |                 |               |            |       |       |         |            |         |                             |         |           |               |            |               |               |          |                |              |           |                 |              |            |                |            |               |               |                  |             |                   |                    |                   |             |           |          |            |            |                 |                   |                    |               |                 |               |               |          |           |               |           |                     |                |             |              |                 |       |           |           |             |                |                          |            |         | X      | X        | X         | X       | X             | 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 wa2000/WA2000/WA2000 (Girls' Frontline)
==================================================


This is the dataset of wa2000/WA2000/WA2000 (Girls' Frontline), containing 500 images and their tags.


The core tags of this character are 'long\_hair, purple\_hair, bangs, red\_eyes, breasts, ribbon, hair\_ribbon, one\_side\_up, very\_long\_hair, large\_breasts, red\_ribbon, braid', 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