
# Dataset of skadi/スカジ/斯卡蒂 (Arknights)

This is the dataset of skadi/スカジ/斯卡蒂 (Arknights), containing 500 images and their tags.

The core tags of this character are `long_hair, bangs, red_eyes, breasts, very_long_hair, hair_between_eyes, grey_hair, white_hair, medium_breasts, hat, large_breasts`, 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 | 1.14 GiB   | [Download](https://huggingface.co/datasets/CyberHarem/skadi_arknights/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      500 | 505.34 MiB | [Download](https://huggingface.co/datasets/CyberHarem/skadi_arknights/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |     1372 | 1.14 GiB   | [Download](https://huggingface.co/datasets/CyberHarem/skadi_arknights/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      500 | 948.46 MiB | [Download](https://huggingface.co/datasets/CyberHarem/skadi_arknights/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |     1372 | 1.80 GiB   | [Download](https://huggingface.co/datasets/CyberHarem/skadi_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/skadi_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 |        20 | ![](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, bare_shoulders, choker, looking_at_viewer, off_shoulder, official_alternate_costume, shirt, shorts, solo, white_shirt, cleavage, off-shoulder_shirt, short_shorts, sunglasses, blue_shorts, short_sleeves, thighs, eyewear_on_head, thigh_strap, black_choker, navel, cowboy_shot, stomach, hair_ornament, no_headwear, white_background, midriff, hand_up, parted_lips, simple_background, ahoge, standing, holding, inflatable_toy, sun_hat, white_headwear |
|   1 |        10 | ![](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, aqua_headwear, ascot, bare_shoulders, black_ascot, clothing_cutout, detached_sleeves, dress, official_alternate_costume, red_dress, solo, looking_at_viewer, navel_cutout, upper_body, long_sleeves, simple_background, closed_mouth, gloves, white_background, navel, aqua_gloves, blush, hand_up                                                                                                                                                            |
|   2 |        68 | ![](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, bare_shoulders, detached_sleeves, dress, long_sleeves, official_alternate_costume, red_dress, solo, clothing_cutout, ascot, looking_at_viewer, gloves, black_ascot, navel_cutout, leg_ribbon, aqua_gloves, wide_sleeves, ribbon, thighs, aqua_headwear, navel, holding, short_dress, staff, black_ribbon, parted_lips, holding_staff, cowboy_shot                                                                                                             |
|   3 |         5 | ![](samples/3/clu3-sample0.png) | ![](samples/3/clu3-sample1.png) | ![](samples/3/clu3-sample2.png) | ![](samples/3/clu3-sample3.png) | ![](samples/3/clu3-sample4.png) | 1girl, ascot, bare_shoulders, black_ascot, looking_at_viewer, simple_background, solo, upper_body, white_background, no_headwear, cropped_torso, parted_lips, shirt                                                                                                                                                                                                                                                                                                  |
|   4 |        30 | ![](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_pants, looking_at_viewer, pants, solo, thigh_cutout, bare_shoulders, clothing_cutout, gloves, black_gloves, ascot, black_ascot, shirt, sword, weapon, no_headwear, holding, cowboy_shot, holding_weapon, closed_mouth, detached_sleeves, holding_sword, black_shirt, thighs, white_background                                                                                                                                                           |
|   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, ascot, bare_shoulders, black_gloves, black_pants, clothing_cutout, gloves, looking_at_viewer, pants, solo, thigh_cutout, thighs, black_ascot, shirt, sitting, sword, weapon, black_headwear, black_shirt, parted_lips, thigh_strap                                                                                                                                                                                                                            |
|   6 |        11 | ![](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, ascot, belt, black_gloves, black_pants, capelet, clothing_cutout, gloves, pants, shirt, solo, thigh_cutout, black_headwear, grey_shirt, sword, weapon, black_belt, black_capelet, looking_at_viewer, navel, holding, holding_weapon, closed_mouth, low-tied_long_hair, standing, black_cloak, white_background, cowboy_shot, simple_background, thighs                                                                                                        |
|   7 |         5 | ![](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, ascot, black_headwear, looking_at_viewer, simple_background, solo, closed_mouth, upper_body, white_background, grey_shirt, portrait, signature                                                                                                                                                                                                                                                                                                                |
|   8 |        13 | ![](samples/8/clu8-sample0.png) | ![](samples/8/clu8-sample1.png) | ![](samples/8/clu8-sample2.png) | ![](samples/8/clu8-sample3.png) | ![](samples/8/clu8-sample4.png) | 1girl, bare_shoulders, dress, looking_at_viewer, official_alternate_costume, phoenix_crown, solo, white_dress, off-shoulder_dress, off_shoulder, parted_lips, black_dress, detached_collar, gloves, white_headwear, layered_dress, thigh_strap, black_gloves, cleavage, front_ponytail, staff, grey_headwear, holding, holding_staff                                                                                                                                 |
|   9 |         6 | ![](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_shirt, black_shorts, green_jacket, jacket, looking_at_viewer, open_clothes, open_jacket, shirt, shorts, solo, ahoge, belt, black_gloves, black_thighhighs, gloves, jewelry, long_sleeves, necklace, ribbon, thighhighs, food, hair_ribbon, sitting, thighs, apple, black_belt, blush, closed_mouth, fruit, holding, one_side_up, open_coat, short_shorts                                                                                                |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | bare_shoulders   | choker   | looking_at_viewer   | off_shoulder   | official_alternate_costume   | shirt   | shorts   | solo   | white_shirt   | cleavage   | off-shoulder_shirt   | short_shorts   | sunglasses   | blue_shorts   | short_sleeves   | thighs   | eyewear_on_head   | thigh_strap   | black_choker   | navel   | cowboy_shot   | stomach   | hair_ornament   | no_headwear   | white_background   | midriff   | hand_up   | parted_lips   | simple_background   | ahoge   | standing   | holding   | inflatable_toy   | sun_hat   | white_headwear   | aqua_headwear   | ascot   | black_ascot   | clothing_cutout   | detached_sleeves   | dress   | red_dress   | navel_cutout   | upper_body   | long_sleeves   | closed_mouth   | gloves   | aqua_gloves   | blush   | leg_ribbon   | wide_sleeves   | ribbon   | short_dress   | staff   | black_ribbon   | holding_staff   | cropped_torso   | black_pants   | pants   | thigh_cutout   | black_gloves   | sword   | weapon   | holding_weapon   | holding_sword   | black_shirt   | sitting   | black_headwear   | belt   | capelet   | grey_shirt   | black_belt   | black_capelet   | low-tied_long_hair   | black_cloak   | portrait   | signature   | phoenix_crown   | white_dress   | off-shoulder_dress   | black_dress   | detached_collar   | layered_dress   | front_ponytail   | grey_headwear   | black_shorts   | green_jacket   | jacket   | open_clothes   | open_jacket   | black_thighhighs   | jewelry   | necklace   | thighhighs   | food   | hair_ribbon   | apple   | fruit   | one_side_up   | open_coat   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-----------------|:---------|:--------------------|:---------------|:-----------------------------|:--------|:---------|:-------|:--------------|:-----------|:---------------------|:---------------|:-------------|:--------------|:----------------|:---------|:------------------|:--------------|:---------------|:--------|:--------------|:----------|:----------------|:--------------|:-------------------|:----------|:----------|:--------------|:--------------------|:--------|:-----------|:----------|:-----------------|:----------|:-----------------|:----------------|:--------|:--------------|:------------------|:-------------------|:--------|:------------|:---------------|:-------------|:---------------|:---------------|:---------|:--------------|:--------|:-------------|:---------------|:---------|:--------------|:--------|:---------------|:----------------|:----------------|:--------------|:--------|:---------------|:---------------|:--------|:---------|:-----------------|:----------------|:--------------|:----------|:-----------------|:-------|:----------|:-------------|:-------------|:----------------|:---------------------|:--------------|:-----------|:------------|:----------------|:--------------|:---------------------|:--------------|:------------------|:----------------|:-----------------|:----------------|:---------------|:---------------|:---------|:---------------|:--------------|:-------------------|:----------|:-----------|:-------------|:-------|:--------------|:--------|:--------|:--------------|:------------|
|   0 |        20 | ![](samples/0/clu0-sample0.png) | ![](samples/0/clu0-sample1.png) | ![](samples/0/clu0-sample2.png) | ![](samples/0/clu0-sample3.png) | ![](samples/0/clu0-sample4.png) | X       | X                | X        | X                   | X              | X                            | X       | X        | X      | X             | X          | X                    | X              | X            | X             | X               | X        | X                 | X             | X              | X       | X             | X         | X               | X             | X                  | X         | X         | X             | X                   | X       | X          | X         | X                | X         | X                |                 |         |               |                   |                    |         |             |                |              |                |                |          |               |         |              |                |          |               |         |                |                 |                 |               |         |                |                |         |          |                  |                 |               |           |                  |        |           |              |              |                 |                      |               |            |             |                 |               |                      |               |                   |                 |                  |                 |                |                |          |                |               |                    |           |            |              |        |               |         |         |               |             |
|   1 |        10 | ![](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        | X             | X       |              |                |          |               |         |                |                 |                 |               |         |                |                |         |          |                  |                 |               |           |                  |        |           |              |              |                 |                      |               |            |             |                 |               |                      |               |                   |                 |                  |                 |                |                |          |                |               |                    |           |            |              |        |               |         |         |               |             |
|   2 |        68 | ![](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       | X              | X               |                 |               |         |                |                |         |          |                  |                 |               |           |                  |        |           |              |              |                 |                      |               |            |             |                 |               |                      |               |                   |                 |                  |                 |                |                |          |                |               |                    |           |            |              |        |               |         |         |               |             |
|   3 |         5 | ![](samples/3/clu3-sample0.png) | ![](samples/3/clu3-sample1.png) | ![](samples/3/clu3-sample2.png) | ![](samples/3/clu3-sample3.png) | ![](samples/3/clu3-sample4.png) | X       | X                |          | X                   |                |                              | X       |          | X      |               |            |                      |                |              |               |                 |          |                   |               |                |         |               |           |                 | X             | X                  |           |           | X             | X                   |         |            |           |                  |           |                  |                 | X       | X             |                   |                    |         |             |                | X            |                |                |          |               |         |              |                |          |               |         |                |                 | X               |               |         |                |                |         |          |                  |                 |               |           |                  |        |           |              |              |                 |                      |               |            |             |                 |               |                      |               |                   |                 |                  |                 |                |                |          |                |               |                    |           |            |              |        |               |         |         |               |             |
|   4 |        30 | ![](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             |           |                  |        |           |              |              |                 |                      |               |            |             |                 |               |                      |               |                   |                 |                  |                 |                |                |          |                |               |                    |           |            |              |        |               |         |         |               |             |
|   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                |        |           |              |              |                 |                      |               |            |             |                 |               |                      |               |                   |                 |                  |                 |                |                |          |                |               |                    |           |            |              |        |               |         |         |               |             |
|   6 |        11 | ![](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         | X            | X            | X               | X                    | X             |            |             |                 |               |                      |               |                   |                 |                  |                 |                |                |          |                |               |                    |           |            |              |        |               |         |         |               |             |
|   7 |         5 | ![](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           |                 |               |                      |               |                   |                 |                  |                 |                |                |          |                |               |                    |           |            |              |        |               |         |         |               |             |
|   8 |        13 | ![](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 |         6 | ![](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             | 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 skadi/スカジ/斯卡蒂 (Arknights)
====================================


This is the dataset of skadi/スカジ/斯卡蒂 (Arknights), containing 500 images and their tags.


The core tags of this character are 'long\_hair, bangs, red\_eyes, breasts, very\_long\_hair, hair\_between\_eyes, grey\_hair, white\_hair, medium\_breasts, hat, large\_breasts', 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