
# Dataset of schwarz/シュヴァルツ/黑 (Arknights)

This is the dataset of schwarz/シュヴァルツ/黑 (Arknights), containing 500 images and their tags.

The core tags of this character are `animal_ears, long_hair, cat_ears, grey_hair, yellow_eyes, breasts, bangs, ponytail, large_breasts, hair_between_eyes, tail, cat_tail, 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 | 1.00 GiB   | [Download](https://huggingface.co/datasets/CyberHarem/schwarz_arknights/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      500 | 451.89 MiB | [Download](https://huggingface.co/datasets/CyberHarem/schwarz_arknights/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |     1353 | 1.03 GiB   | [Download](https://huggingface.co/datasets/CyberHarem/schwarz_arknights/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      500 | 836.53 MiB | [Download](https://huggingface.co/datasets/CyberHarem/schwarz_arknights/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |     1353 | 1.64 GiB   | [Download](https://huggingface.co/datasets/CyberHarem/schwarz_arknights/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/schwarz_arknights',
    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 |        32 | ![](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, official_alternate_costume, long_sleeves, solo, looking_at_viewer, black_headwear, white_pants, black_jacket, ears_through_headwear, thigh_strap, headset, tight_pants, cat_girl, cabbie_hat, simple_background, closed_mouth, sitting, white_background                                                                                                                                                                           |
|   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_scarf, cleavage, looking_at_viewer, simple_background, solo, upper_body, white_background, white_jacket, open_jacket, hair_over_one_eye, closed_mouth, medium_breasts                                                                                                                                                                                                                                                        |
|   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, black_scarf, cleavage, crop_top, grey_background, hand_up, looking_at_viewer, midriff, navel, open_jacket, solo, stomach, upper_body, long_sleeves, medium_breasts, simple_background, white_jacket, closed_mouth, hair_over_one_eye, white_background, animal_ear_fluff, eyes_visible_through_hair, see-through                                                                                                                   |
|   3 |        21 | ![](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, black_scarf, black_shorts, crop_top, long_sleeves, midriff, navel, open_jacket, short_shorts, solo, stomach, white_jacket, cleavage, looking_at_viewer, see-through, simple_background, thighs, white_background, animal_ear_fluff, cowboy_shot, hair_over_one_eye, off_shoulder, sitting                                                                                                                                          |
|   4 |        18 | ![](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, black_shorts, crop_top, long_sleeves, midriff, navel, open_jacket, short_shorts, solo, white_jacket, black_scarf, holding_weapon, looking_at_viewer, stomach, cleavage, crossbow, thighs, medium_breasts, see-through, cowboy_shot, bare_shoulders, off_shoulder                                                                                                                                                                   |
|   5 |         8 | ![](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_scarf, black_shorts, cleavage, crop_top, looking_at_viewer, midriff, navel, short_shorts, stomach, thighs, white_background, cowboy_shot, simple_background, solo, bare_shoulders, sleeveless, standing, thigh_strap, arm_up, armpits, hand_up, bare_arms, blush, crossbow, hair_over_one_eye, holding_weapon                                                                                                                |
|   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_bra, black_panties, cleavage, looking_at_viewer, navel, solo, stomach, underwear_only, bare_arms, thighs, blush, cowboy_shot, lingerie, armpits, arms_up, black_hair, cat_girl, collarbone, sitting                                                                                                                                                                                                          |
|   7 |        20 | ![](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, bare_shoulders, official_alternate_costume, solo, bell, fake_antlers, looking_at_viewer, bandeau, off_shoulder, tube_top, black_thighhighs, black_shorts, short_shorts, hair_bow, long_sleeves, open_jacket, animal_ear_fluff, black_gloves, fingerless_gloves, red_shirt, simple_background, thighs, white_scarf, blush, cleavage, sitting, pink_jacket, white_background                                                         |
|   8 |        17 | ![](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, nipples, navel, blush, looking_at_viewer, mosaic_censoring, stomach, 1boy, hetero, penis, sweat, animal_ear_fluff, open_mouth, sex, solo_focus, vaginal, spread_legs, thighs, completely_nude, collarbone, cum_in_pussy                                                                                                                                                                                                            |
|   9 |        10 | ![](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, looking_at_viewer, solo, thighs, bare_shoulders, eyewear_on_head, sunglasses, thigh_strap, black_choker, cleavage, cloud, navel, outdoors, blue_sky, blush, cowboy_shot, day, ocean, parted_lips, sitting, stomach, arm_up, beach, collarbone, jacket, see-through, side-tie_bikini_bottom, tinted_eyewear, wet                                                                                                      |
|  10 |        30 | ![](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, solo, bare_shoulders, black_dress, looking_at_viewer, sleeveless_dress, alternate_costume, cleavage, black_choker, bare_arms, thigh_strap, holding, drinking_glass, spaghetti_strap, sitting, simple_background                                                                                                                                                                                                                    |
|  11 |        14 | ![](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) | bare_shoulders, 1girl, alternate_costume, looking_at_viewer, solo, cat_girl, red_dress, black_pantyhose, ass, backless_dress, extra_ears, sideboob, single_hair_bun, tail_through_clothes, animal_ear_fluff, closed_mouth, earrings, simple_background, thighband_pantyhose, looking_back, sidelocks, white_background, black_hair, from_behind, bare_back, black_footwear, black_gloves, clothing_cutout, high_heels, sitting, strapless |
|  12 |         5 | ![](samples/12/clu12-sample0.png) | ![](samples/12/clu12-sample1.png) | ![](samples/12/clu12-sample2.png) | ![](samples/12/clu12-sample3.png) | ![](samples/12/clu12-sample4.png) | 1girl, black_dress, looking_at_viewer, maid_headdress, solo, enmaided, simple_background, white_apron, white_background, cowboy_shot, cleavage, frilled_apron, frilled_dress, maid_apron, puffy_short_sleeves, standing, thigh_strap, thighhighs, waist_apron                                                                                                                                                                             |

### Table Version

|   # |   Samples | Img-1                             | Img-2                             | Img-3                             | Img-4                             | Img-5                             | 1girl   | official_alternate_costume   | long_sleeves   | solo   | looking_at_viewer   | black_headwear   | white_pants   | black_jacket   | ears_through_headwear   | thigh_strap   | headset   | tight_pants   | cat_girl   | cabbie_hat   | simple_background   | closed_mouth   | sitting   | white_background   | black_scarf   | cleavage   | upper_body   | white_jacket   | open_jacket   | hair_over_one_eye   | medium_breasts   | crop_top   | grey_background   | hand_up   | midriff   | navel   | stomach   | animal_ear_fluff   | eyes_visible_through_hair   | see-through   | black_shorts   | short_shorts   | thighs   | cowboy_shot   | off_shoulder   | holding_weapon   | crossbow   | bare_shoulders   | sleeveless   | standing   | arm_up   | armpits   | bare_arms   | blush   | black_bra   | black_panties   | underwear_only   | lingerie   | arms_up   | black_hair   | collarbone   | bell   | fake_antlers   | bandeau   | tube_top   | black_thighhighs   | hair_bow   | black_gloves   | fingerless_gloves   | red_shirt   | white_scarf   | pink_jacket   | nipples   | mosaic_censoring   | 1boy   | hetero   | penis   | sweat   | open_mouth   | sex   | solo_focus   | vaginal   | spread_legs   | completely_nude   | cum_in_pussy   | black_bikini   | eyewear_on_head   | sunglasses   | black_choker   | cloud   | outdoors   | blue_sky   | day   | ocean   | parted_lips   | beach   | jacket   | side-tie_bikini_bottom   | tinted_eyewear   | wet   | black_dress   | sleeveless_dress   | alternate_costume   | holding   | drinking_glass   | spaghetti_strap   | red_dress   | black_pantyhose   | ass   | backless_dress   | extra_ears   | sideboob   | single_hair_bun   | tail_through_clothes   | earrings   | thighband_pantyhose   | looking_back   | sidelocks   | from_behind   | bare_back   | black_footwear   | clothing_cutout   | high_heels   | strapless   | maid_headdress   | enmaided   | white_apron   | frilled_apron   | frilled_dress   | maid_apron   | puffy_short_sleeves   | thighhighs   | waist_apron   |
|----:|----------:|:----------------------------------|:----------------------------------|:----------------------------------|:----------------------------------|:----------------------------------|:--------|:-----------------------------|:---------------|:-------|:--------------------|:-----------------|:--------------|:---------------|:------------------------|:--------------|:----------|:--------------|:-----------|:-------------|:--------------------|:---------------|:----------|:-------------------|:--------------|:-----------|:-------------|:---------------|:--------------|:--------------------|:-----------------|:-----------|:------------------|:----------|:----------|:--------|:----------|:-------------------|:----------------------------|:--------------|:---------------|:---------------|:---------|:--------------|:---------------|:-----------------|:-----------|:-----------------|:-------------|:-----------|:---------|:----------|:------------|:--------|:------------|:----------------|:-----------------|:-----------|:----------|:-------------|:-------------|:-------|:---------------|:----------|:-----------|:-------------------|:-----------|:---------------|:--------------------|:------------|:--------------|:--------------|:----------|:-------------------|:-------|:---------|:--------|:--------|:-------------|:------|:-------------|:----------|:--------------|:------------------|:---------------|:---------------|:------------------|:-------------|:---------------|:--------|:-----------|:-----------|:------|:--------|:--------------|:--------|:---------|:-------------------------|:-----------------|:------|:--------------|:-------------------|:--------------------|:----------|:-----------------|:------------------|:------------|:------------------|:------|:-----------------|:-------------|:-----------|:------------------|:-----------------------|:-----------|:----------------------|:---------------|:------------|:--------------|:------------|:-----------------|:------------------|:-------------|:------------|:-----------------|:-----------|:--------------|:----------------|:----------------|:-------------|:----------------------|:-------------|:--------------|
|   0 |        32 | ![](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                  |               |            |              |                |               |                     |                  |            |                   |           |           |         |           |                    |                             |               |                |                |          |               |                |                  |            |                  |              |            |          |           |             |         |             |                 |                  |            |           |              |              |        |                |           |            |                    |            |                |                     |             |               |               |           |                    |        |          |         |         |              |       |              |           |               |                   |                |                |                   |              |                |         |            |            |       |         |               |         |          |                          |                  |       |               |                    |                     |           |                  |                   |             |                   |       |                  |              |            |                   |                        |            |                       |                |             |               |             |                  |                   |              |             |                  |            |               |                 |                 |              |                       |              |               |
|   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                |            |                   |           |           |         |           |                    |                             |               |                |                |          |               |                |                  |            |                  |              |            |          |           |             |         |             |                 |                  |            |           |              |              |        |                |           |            |                    |            |                |                     |             |               |               |           |                    |        |          |         |         |              |       |              |           |               |                   |                |                |                   |              |                |         |            |            |       |         |               |         |          |                          |                  |       |               |                    |                     |           |                  |                   |             |                   |       |                  |              |            |                   |                        |            |                       |                |             |               |             |                  |                   |              |             |                  |            |               |                 |                 |              |                       |              |               |
|   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                  | X                           | X             |                |                |          |               |                |                  |            |                  |              |            |          |           |             |         |             |                 |                  |            |           |              |              |        |                |           |            |                    |            |                |                     |             |               |               |           |                    |        |          |         |         |              |       |              |           |               |                   |                |                |                   |              |                |         |            |            |       |         |               |         |          |                          |                  |       |               |                    |                     |           |                  |                   |             |                   |       |                  |              |            |                   |                        |            |                       |                |             |               |             |                  |                   |              |             |                  |            |               |                 |                 |              |                       |              |               |
|   3 |        21 | ![](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              |                  |            |                  |              |            |          |           |             |         |             |                 |                  |            |           |              |              |        |                |           |            |                    |            |                |                     |             |               |               |           |                    |        |          |         |         |              |       |              |           |               |                   |                |                |                   |              |                |         |            |            |       |         |               |         |          |                          |                  |       |               |                    |                     |           |                  |                   |             |                   |       |                  |              |            |                   |                        |            |                       |                |             |               |             |                  |                   |              |             |                  |            |               |                 |                 |              |                       |              |               |
|   4 |        18 | ![](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 |         8 | ![](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        | 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            |        |                |           |            |                    |            |                |                     |             |               |               |           |                    |        |          |         |         |              |       |              |           |               |                   |                |                |                   |              |                |         |            |            |       |         |               |         |          |                          |                  |       |               |                    |                     |           |                  |                   |             |                   |       |                  |              |            |                   |                        |            |                       |                |             |               |             |                  |                   |              |             |                  |            |               |                 |                 |              |                       |              |               |
|   7 |        20 | ![](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 |        17 | ![](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              |                |                   |              |                |         |            |            |       |         |               |         |          |                          |                  |       |               |                    |                     |           |                  |                   |             |                   |       |                  |              |            |                   |                        |            |                       |                |             |               |             |                  |                   |              |             |                  |            |               |                 |                 |              |                       |              |               |
|   9 |        10 | ![](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                        | X                | X     |               |                    |                     |           |                  |                   |             |                   |       |                  |              |            |                   |                        |            |                       |                |             |               |             |                  |                   |              |             |                  |            |               |                 |                 |              |                       |              |               |
|  10 |        30 | ![](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                 |             |                   |       |                  |              |            |                   |                        |            |                       |                |             |               |             |                  |                   |              |             |                  |            |               |                 |                 |              |                       |              |               |
|  11 |        14 | ![](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           |                  |            |               |                 |                 |              |                       |              |               |
|  12 |         5 | ![](samples/12/clu12-sample0.png) | ![](samples/12/clu12-sample1.png) | ![](samples/12/clu12-sample2.png) | ![](samples/12/clu12-sample3.png) | ![](samples/12/clu12-sample4.png) | 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 schwarz/シュヴァルツ/黑 (Arknights)
=======================================


This is the dataset of schwarz/シュヴァルツ/黑 (Arknights), containing 500 images and their tags.


The core tags of this character are 'animal\_ears, long\_hair, cat\_ears, grey\_hair, yellow\_eyes, breasts, bangs, ponytail, large\_breasts, hair\_between\_eyes, tail, cat\_tail, 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