
# Dataset of kroos/クルース/克洛丝 (Arknights)

This is the dataset of kroos/クルース/克洛丝 (Arknights), containing 288 images and their tags.

The core tags of this character are `animal_ears, rabbit_ears, blonde_hair, bangs, hair_ornament, braid, ahoge, long_hair, breasts, bow, hair_bow, hairclip`, 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              |      288 | 449.19 MiB | [Download](https://huggingface.co/datasets/CyberHarem/kroos_arknights/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      288 | 222.95 MiB | [Download](https://huggingface.co/datasets/CyberHarem/kroos_arknights/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      724 | 502.89 MiB | [Download](https://huggingface.co/datasets/CyberHarem/kroos_arknights/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      288 | 380.68 MiB | [Download](https://huggingface.co/datasets/CyberHarem/kroos_arknights/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      724 | 758.98 MiB | [Download](https://huggingface.co/datasets/CyberHarem/kroos_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/kroos_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 |        11 | ![](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, black_shorts, closed_eyes, collared_shirt, open_mouth, very_long_hair, white_shirt, :d, black_vest, solo, short_shorts, simple_background, facing_viewer, upper_teeth_only, white_background, black_gloves, black_thighhighs, single_braid, official_alternate_costume, cowboy_shot, dress_shirt                                       |
|   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, :d, ^_^, black_vest, collared_shirt, facing_viewer, open_mouth, solo, upper_body, white_shirt, multicolored_hair, upper_teeth_only, very_long_hair, blush, hand_up, official_alternate_costume, simple_background, white_background, dress_shirt, single_braid                                                                         |
|   2 |        21 | ![](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, :d, open_mouth, bandage_over_one_eye, official_alternate_costume, skull_hair_ornament, solo, black_cape, facing_viewer, bandages, upper_teeth_only, navel, plaid_shirt, open_shirt, orange_hair, ^_^, blush, orange_shirt, twintails, chest_sarashi, halloween, jack-o'-lantern, pantyhose, simple_background, skirt, white_background |
|   3 |        18 | ![](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_jacket, green_bow, green_shirt, open_jacket, simple_background, solo, upper_body, open_mouth, white_background, blush, low_twintails, short_hair, :d, ^_^, facing_viewer, blue_gloves, hair_between_eyes, short_twintails, orange_hair                                                                                           |
|   4 |         7 | ![](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, bandaid_on_knee, black_jacket, closed_eyes, green_bow, green_shirt, id_card, open_jacket, socks, solo, thigh_strap, black_shorts, blue_gloves, crossbow, simple_background, smile, sneakers, black_footwear, full_body, holding_weapon, long_sleeves, standing, twintails, white_background, closed_mouth, hooded_jacket, sidelocks    |
|   5 |         6 | ![](samples/5/clu5-sample0.png) | ![](samples/5/clu5-sample1.png) | ![](samples/5/clu5-sample2.png) | ![](samples/5/clu5-sample3.png) | ![](samples/5/clu5-sample4.png) | 1girl, closed_eyes, official_alternate_costume, smile, solo, white_dress, bare_shoulders, cleavage_cutout, very_long_hair, bead_bracelet, blue_nails, china_dress, closed_mouth, large_breasts, nail_polish, medium_breasts, shoulder_cutout, simple_background, sitting, white_background                                                    |
|   6 |         6 | ![](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, :d, bare_shoulders, china_dress, cleavage_cutout, closed_eyes, large_breasts, open_mouth, rabbit_girl, solo, official_alternate_costume, upper_teeth_only, white_dress, facing_viewer, very_long_hair, blue_ribbon, bracelet, cowboy_shot, holding_microphone, scroll, streaked_hair                                                   |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | black_shorts   | closed_eyes   | collared_shirt   | open_mouth   | very_long_hair   | white_shirt   | :d   | black_vest   | solo   | short_shorts   | simple_background   | facing_viewer   | upper_teeth_only   | white_background   | black_gloves   | black_thighhighs   | single_braid   | official_alternate_costume   | cowboy_shot   | dress_shirt   | ^_^   | upper_body   | multicolored_hair   | blush   | hand_up   | bandage_over_one_eye   | skull_hair_ornament   | black_cape   | bandages   | navel   | plaid_shirt   | open_shirt   | orange_hair   | orange_shirt   | twintails   | chest_sarashi   | halloween   | jack-o'-lantern   | pantyhose   | skirt   | black_jacket   | green_bow   | green_shirt   | open_jacket   | low_twintails   | short_hair   | blue_gloves   | hair_between_eyes   | short_twintails   | bandaid_on_knee   | id_card   | socks   | thigh_strap   | crossbow   | smile   | sneakers   | black_footwear   | full_body   | holding_weapon   | long_sleeves   | standing   | closed_mouth   | hooded_jacket   | sidelocks   | white_dress   | bare_shoulders   | cleavage_cutout   | bead_bracelet   | blue_nails   | china_dress   | large_breasts   | nail_polish   | medium_breasts   | shoulder_cutout   | sitting   | rabbit_girl   | blue_ribbon   | bracelet   | holding_microphone   | scroll   | streaked_hair   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:---------------|:--------------|:-----------------|:-------------|:-----------------|:--------------|:-----|:-------------|:-------|:---------------|:--------------------|:----------------|:-------------------|:-------------------|:---------------|:-------------------|:---------------|:-----------------------------|:--------------|:--------------|:------|:-------------|:--------------------|:--------|:----------|:-----------------------|:----------------------|:-------------|:-----------|:--------|:--------------|:-------------|:--------------|:---------------|:------------|:----------------|:------------|:------------------|:------------|:--------|:---------------|:------------|:--------------|:--------------|:----------------|:-------------|:--------------|:--------------------|:------------------|:------------------|:----------|:--------|:--------------|:-----------|:--------|:-----------|:-----------------|:------------|:-----------------|:---------------|:-----------|:---------------|:----------------|:------------|:--------------|:-----------------|:------------------|:----------------|:-------------|:--------------|:----------------|:--------------|:-----------------|:------------------|:----------|:--------------|:--------------|:-----------|:---------------------|:---------|:----------------|
|   0 |        11 | ![](samples/0/clu0-sample0.png) | ![](samples/0/clu0-sample1.png) | ![](samples/0/clu0-sample2.png) | ![](samples/0/clu0-sample3.png) | ![](samples/0/clu0-sample4.png) | X       | X              | X             | X                | X            | X                | X             | X    | X            | X      | X              | X                   | X               | X                  | X                  | X              | X                  | X              | X                            | X             | X             |       |              |                     |         |           |                        |                       |              |            |         |               |              |               |                |             |                 |             |                   |             |         |                |             |               |               |                 |              |               |                     |                   |                   |           |         |               |            |         |            |                  |             |                  |                |            |                |                 |             |               |                  |                   |                 |              |               |                 |               |                  |                   |           |               |               |            |                      |          |                 |
|   1 |         6 | ![](samples/1/clu1-sample0.png) | ![](samples/1/clu1-sample1.png) | ![](samples/1/clu1-sample2.png) | ![](samples/1/clu1-sample3.png) | ![](samples/1/clu1-sample4.png) | X       |                |               | X                | X            | X                | X             | X    | X            | X      |                | X                   | X               | X                  | X                  |                |                    | X              | X                            |               | X             | X     | X            | X                   | X       | X         |                        |                       |              |            |         |               |              |               |                |             |                 |             |                   |             |         |                |             |               |               |                 |              |               |                     |                   |                   |           |         |               |            |         |            |                  |             |                  |                |            |                |                 |             |               |                  |                   |                 |              |               |                 |               |                  |                   |           |               |               |            |                      |          |                 |
|   2 |        21 | ![](samples/2/clu2-sample0.png) | ![](samples/2/clu2-sample1.png) | ![](samples/2/clu2-sample2.png) | ![](samples/2/clu2-sample3.png) | ![](samples/2/clu2-sample4.png) | X       |                |               |                  | X            |                  |               | X    |              | X      |                | X                   | X               | X                  | X                  |                |                    |                | X                            |               |               | X     |              |                     | X       |           | X                      | X                     | X            | X          | X       | X             | X            | X             | X              | X           | X               | X           | X                 | X           | X       |                |             |               |               |                 |              |               |                     |                   |                   |           |         |               |            |         |            |                  |             |                  |                |            |                |                 |             |               |                  |                   |                 |              |               |                 |               |                  |                   |           |               |               |            |                      |          |                 |
|   3 |        18 | ![](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                 |                   |           |         |               |            |         |            |                  |             |                  |                |            |                |                 |             |               |                  |                   |                 |              |               |                 |               |                  |                   |           |               |               |            |                      |          |                 |
|   4 |         7 | ![](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           |               |                  |                   |                 |              |               |                 |               |                  |                   |           |               |               |            |                      |          |                 |
|   5 |         6 | ![](samples/5/clu5-sample0.png) | ![](samples/5/clu5-sample1.png) | ![](samples/5/clu5-sample2.png) | ![](samples/5/clu5-sample3.png) | ![](samples/5/clu5-sample4.png) | X       |                | X             |                  |              | X                |               |      |              | X      |                | X                   |                 |                    | X                  |                |                    |                | X                            |               |               |       |              |                     |         |           |                        |                       |              |            |         |               |              |               |                |             |                 |             |                   |             |         |                |             |               |               |                 |              |               |                     |                   |                   |           |         |               |            | X       |            |                  |             |                  |                |            | X              |                 |             | X             | X                | X                 | X               | X            | X             | X               | X             | X                | X                 | X         |               |               |            |                      |          |                 |
|   6 |         6 | ![](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               |


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 kroos/クルース/克洛丝 (Arknights)
=====================================


This is the dataset of kroos/クルース/克洛丝 (Arknights), containing 288 images and their tags.


The core tags of this character are 'animal\_ears, rabbit\_ears, blonde\_hair, bangs, hair\_ornament, braid, ahoge, long\_hair, breasts, bow, hair\_bow, hairclip', 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