
# Dataset of 416/416/HK416 (Girls' Frontline)

This is the dataset of 416/416/HK416 (Girls' Frontline), containing 500 images and their tags.

The core tags of this character are `long_hair, green_eyes, bangs, hair_ornament, facial_mark, breasts, grey_hair, hat, blunt_bangs, very_long_hair`, 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 | 817.46 MiB | [Download](https://huggingface.co/datasets/CyberHarem/416_girlsfrontline/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      500 | 416.64 MiB | [Download](https://huggingface.co/datasets/CyberHarem/416_girlsfrontline/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |     1301 | 945.11 MiB | [Download](https://huggingface.co/datasets/CyberHarem/416_girlsfrontline/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      500 | 701.20 MiB | [Download](https://huggingface.co/datasets/CyberHarem/416_girlsfrontline/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |     1301 | 1.38 GiB   | [Download](https://huggingface.co/datasets/CyberHarem/416_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/416_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 |         5 | ![](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, assault_rifle, beret, black_headwear, h&k_hk416, holding_gun, jacket, looking_at_viewer, medium_breasts, solo, trigger_discipline, white_gloves, heckler_&_koch, long_sleeves, skirt, teardrop, parted_lips, white_hair, closed_mouth                                                                                                                                                  |
|   1 |        19 | ![](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, assault_rifle, beret, black_thighhighs, h&k_hk416, holding_gun, jacket, pleated_skirt, solo, white_gloves, long_sleeves, plaid_skirt, black_headwear, heckler_&_koch, looking_at_viewer, bag, blush, medium_breasts, teardrop, trigger_discipline, white_hair                                                                                                                          |
|   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_thighhighs, jacket, looking_at_viewer, solo, white_background, beret, black_headwear, long_sleeves, medium_breasts, pleated_skirt, simple_background, blush, white_gloves, plaid_skirt, closed_mouth, black_skirt, white_hair, zettai_ryouiki                                                                                                                                    |
|   3 |         6 | ![](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, jacket, long_sleeves, looking_at_viewer, solo, upper_body, white_background, white_gloves, beret, blush, closed_mouth, medium_breasts, simple_background, black_headwear, teardrop                                                                                                                                                                                                     |
|   4 |        16 | ![](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)   | 1girl, bare_shoulders, black_gloves, official_alternate_costume, solo, strapless_dress, cleavage, collarbone, layered_dress, looking_at_viewer, white_hairband, black_thighhighs, blush, flower, large_breasts, closed_mouth, black_choker, earrings, hair_ribbon, purple_dress, smile, teardrop, simple_background, white_background, medium_breasts, multi-tied_hair, skirt_hold, bare_arms |
|   5 |        13 | ![](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, blush, cleavage, official_alternate_costume, solo, bare_shoulders, detached_sleeves, rabbit_ears, white_dress, beret, large_breasts, looking_at_viewer, long_sleeves, strapless_dress, closed_mouth, hair_ribbon, puffy_sleeves, choker, mismatched_legwear, white_hair, pantyhose, simple_background, teardrop, white_background                                                      |
|   6 |        59 | ![](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, official_alternate_costume, solo, blush, mini_hat, long_sleeves, looking_at_viewer, black_apron, checkered_clothes, hair_ribbon, tilted_headwear, white_background, bowtie, black_cat, animal, white_dress, white_shirt, closed_mouth, simple_background, aged_down, frilled_apron, black_hairband, purple_headwear, black_bow, white_hair                                             |
|   7 |        14 | ![](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, blush, cleavage, looking_at_viewer, solo, navel, collarbone, large_breasts, teardrop, bare_shoulders, stomach, sidelocks, blue_sky, closed_mouth, day, outdoors, halterneck, ocean, side-tie_bikini_bottom, thighs, beach, black_bikini, cloud, cowboy_shot, front-tie_bikini_top, medium_breasts, water, wet, white_background, jewelry, simple_background                            |
|   8 |         5 | ![](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, closed_mouth, looking_at_viewer, simple_background, solo, white_background, blue_bow, braid, collared_shirt, plaid_skirt, pleated_skirt, school_uniform, white_shirt, blush, long_sleeves, medium_breasts, white_skirt, black_bow, black_jacket, blazer, hair_bow, pantyhose, school_bag, short_sleeves                                                                                |
|   9 |        11 | ![](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, cleavage, blush, looking_at_viewer, solo, navel, closed_mouth, collarbone, bare_shoulders, white_bra, large_breasts, medium_breasts, white_panties, cowboy_shot, long_sleeves, sitting, stomach, teardrop, white_background, bow, open_clothes, simple_background, thighhighs, underwear_only                                                                                          |
|  10 |         8 | ![](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) | 1girl, bare_shoulders, fake_animal_ears, looking_at_viewer, playboy_bunny, rabbit_ears, solo, blush, pantyhose, black_leotard, cleavage, large_breasts, wrist_cuffs, collarbone, detached_collar, hairband, simple_background, strapless_leotard, white_background, closed_mouth, rabbit_tail, teardrop, open_mouth                                                                           |
|  11 |         5 | ![](samples/11/clu11-sample0.png) | ![](samples/11/clu11-sample1.png) | ![](samples/11/clu11-sample2.png) | ![](samples/11/clu11-sample3.png) | ![](samples/11/clu11-sample4.png) | 1girl, floral_print, looking_at_viewer, obi, solo, blush, holding, long_sleeves, alternate_hairstyle, blue_kimono, closed_mouth, hair_flower, print_kimono, sidelocks, smile, yukata, aerial_fireworks, bagged_fish, blue_flower, blurry_background, braid, from_side, goldfish, new_year, outdoors, purple_kimono, signature, single_hair_bun, sitting, upper_body, wide_sleeves             |

### Table Version

|   # |   Samples | Img-1                             | Img-2                             | Img-3                             | Img-4                             | Img-5                             | 1girl   | assault_rifle   | beret   | black_headwear   | h&k_hk416   | holding_gun   | jacket   | looking_at_viewer   | medium_breasts   | solo   | trigger_discipline   | white_gloves   | heckler_&_koch   | long_sleeves   | skirt   | teardrop   | parted_lips   | white_hair   | closed_mouth   | black_thighhighs   | pleated_skirt   | plaid_skirt   | bag   | blush   | white_background   | simple_background   | black_skirt   | zettai_ryouiki   | upper_body   | bare_shoulders   | black_gloves   | official_alternate_costume   | strapless_dress   | cleavage   | collarbone   | layered_dress   | white_hairband   | flower   | large_breasts   | black_choker   | earrings   | hair_ribbon   | purple_dress   | smile   | multi-tied_hair   | skirt_hold   | bare_arms   | detached_sleeves   | rabbit_ears   | white_dress   | puffy_sleeves   | choker   | mismatched_legwear   | pantyhose   | mini_hat   | black_apron   | checkered_clothes   | tilted_headwear   | bowtie   | black_cat   | animal   | white_shirt   | aged_down   | frilled_apron   | black_hairband   | purple_headwear   | black_bow   | navel   | stomach   | sidelocks   | blue_sky   | day   | outdoors   | halterneck   | ocean   | side-tie_bikini_bottom   | thighs   | beach   | black_bikini   | cloud   | cowboy_shot   | front-tie_bikini_top   | water   | wet   | jewelry   | blue_bow   | braid   | collared_shirt   | school_uniform   | white_skirt   | black_jacket   | blazer   | hair_bow   | school_bag   | short_sleeves   | white_bra   | white_panties   | sitting   | bow   | open_clothes   | thighhighs   | underwear_only   | fake_animal_ears   | playboy_bunny   | black_leotard   | wrist_cuffs   | detached_collar   | hairband   | strapless_leotard   | rabbit_tail   | open_mouth   | floral_print   | obi   | holding   | alternate_hairstyle   | blue_kimono   | hair_flower   | print_kimono   | yukata   | aerial_fireworks   | bagged_fish   | blue_flower   | blurry_background   | from_side   | goldfish   | new_year   | purple_kimono   | signature   | single_hair_bun   | wide_sleeves   |
|----:|----------:|:----------------------------------|:----------------------------------|:----------------------------------|:----------------------------------|:----------------------------------|:--------|:----------------|:--------|:-----------------|:------------|:--------------|:---------|:--------------------|:-----------------|:-------|:---------------------|:---------------|:-----------------|:---------------|:--------|:-----------|:--------------|:-------------|:---------------|:-------------------|:----------------|:--------------|:------|:--------|:-------------------|:--------------------|:--------------|:-----------------|:-------------|:-----------------|:---------------|:-----------------------------|:------------------|:-----------|:-------------|:----------------|:-----------------|:---------|:----------------|:---------------|:-----------|:--------------|:---------------|:--------|:------------------|:-------------|:------------|:-------------------|:--------------|:--------------|:----------------|:---------|:---------------------|:------------|:-----------|:--------------|:--------------------|:------------------|:---------|:------------|:---------|:--------------|:------------|:----------------|:-----------------|:------------------|:------------|:--------|:----------|:------------|:-----------|:------|:-----------|:-------------|:--------|:-------------------------|:---------|:--------|:---------------|:--------|:--------------|:-----------------------|:--------|:------|:----------|:-----------|:--------|:-----------------|:-----------------|:--------------|:---------------|:---------|:-----------|:-------------|:----------------|:------------|:----------------|:----------|:------|:---------------|:-------------|:-----------------|:-------------------|:----------------|:----------------|:--------------|:------------------|:-----------|:--------------------|:--------------|:-------------|:---------------|:------|:----------|:----------------------|:--------------|:--------------|:---------------|:---------|:-------------------|:--------------|:--------------|:--------------------|:------------|:-----------|:-----------|:----------------|:------------|:------------------|:---------------|
|   0 |         5 | ![](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              |                    |                 |               |       |         |                    |                     |               |                  |              |                  |                |                              |                   |            |              |                 |                  |          |                 |                |            |               |                |         |                   |              |             |                    |               |               |                 |          |                      |             |            |               |                     |                   |          |             |          |               |             |                 |                  |                   |             |         |           |             |            |       |            |              |         |                          |          |         |                |         |               |                        |         |       |           |            |         |                  |                  |               |                |          |            |              |                 |             |                 |           |       |                |              |                  |                    |                 |                 |               |                   |            |                     |               |              |                |       |           |                       |               |               |                |          |                    |               |               |                     |             |            |            |                 |             |                   |                |
|   1 |        19 | ![](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          |               | 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                |              |                  |                |                              |                   |            |              |                 |                  |          |                 |                |            |               |                |         |                   |              |             |                    |               |               |                 |          |                      |             |            |               |                     |                   |          |             |          |               |             |                 |                  |                   |             |         |           |             |            |       |            |              |         |                          |          |         |                |         |               |                        |         |       |           |            |         |                  |                  |               |                |          |            |              |                 |             |                 |           |       |                |              |                  |                    |                 |                 |               |                   |            |                     |               |              |                |       |           |                       |               |               |                |          |                    |               |               |                     |             |            |            |                 |             |                   |                |
|   3 |         6 | ![](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            |                  |                |                              |                   |            |              |                 |                  |          |                 |                |            |               |                |         |                   |              |             |                    |               |               |                 |          |                      |             |            |               |                     |                   |          |             |          |               |             |                 |                  |                   |             |         |           |             |            |       |            |              |         |                          |          |         |                |         |               |                        |         |       |           |            |         |                  |                  |               |                |          |            |              |                 |             |                 |           |       |                |              |                  |                    |                 |                 |               |                   |            |                     |               |              |                |       |           |                       |               |               |                |          |                    |               |               |                     |             |            |            |                 |             |                   |                |
|   4 |        16 | ![](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          | X             | X              | X       | X                 | X            | X           |                    |               |               |                 |          |                      |             |            |               |                     |                   |          |             |          |               |             |                 |                  |                   |             |         |           |             |            |       |            |              |         |                          |          |         |                |         |               |                        |         |       |           |            |         |                  |                  |               |                |          |            |              |                 |             |                 |           |       |                |              |                  |                    |                 |                 |               |                   |            |                     |               |              |                |       |           |                       |               |               |                |          |                    |               |               |                     |             |            |            |                 |             |                   |                |
|   5 |        13 | ![](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                    | X           |            |               |                     |                   |          |             |          |               |             |                 |                  |                   |             |         |           |             |            |       |            |              |         |                          |          |         |                |         |               |                        |         |       |           |            |         |                  |                  |               |                |          |            |              |                 |             |                 |           |       |                |              |                  |                    |                 |                 |               |                   |            |                     |               |              |                |       |           |                       |               |               |                |          |                    |               |               |                     |             |            |            |                 |             |                   |                |
|   6 |        59 | ![](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                 | X           |         |           |             |            |       |            |              |         |                          |          |         |                |         |               |                        |         |       |           |            |         |                  |                  |               |                |          |            |              |                 |             |                 |           |       |                |              |                  |                    |                 |                 |               |                   |            |                     |               |              |                |       |           |                       |               |               |                |          |                    |               |               |                     |             |            |            |                 |             |                   |                |
|   7 |        14 | ![](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                      | X       | X     | X         |            |         |                  |                  |               |                |          |            |              |                 |             |                 |           |       |                |              |                  |                    |                 |                 |               |                   |            |                     |               |              |                |       |           |                       |               |               |                |          |                    |               |               |                     |             |            |            |                 |             |                   |                |
|   8 |         5 | ![](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 |        11 | ![](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                |                    |                 |                 |               |                   |            |                     |               |              |                |       |           |                       |               |               |                |          |                    |               |               |                     |             |            |            |                 |             |                   |                |
|  10 |         8 | ![](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          | X                   | X             | X            |                |       |           |                       |               |               |                |          |                    |               |               |                     |             |            |            |                 |             |                   |                |
|  11 |         5 | ![](samples/11/clu11-sample0.png) | ![](samples/11/clu11-sample1.png) | ![](samples/11/clu11-sample2.png) | ![](samples/11/clu11-sample3.png) | ![](samples/11/clu11-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              |


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 416/416/HK416 (Girls' Frontline)
===========================================


This is the dataset of 416/416/HK416 (Girls' Frontline), containing 500 images and their tags.


The core tags of this character are 'long\_hair, green\_eyes, bangs, hair\_ornament, facial\_mark, breasts, grey\_hair, hat, blunt\_bangs, very\_long\_hair', 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