
# Dataset of utage/ウタゲ/宴 (Arknights)

This is the dataset of utage/ウタゲ/宴 (Arknights), containing 500 images and their tags.

The core tags of this character are `animal_ears, breasts, purple_eyes, animal_ear_fluff, hair_ornament, bangs, large_breasts, hairclip, short_hair, tail, fang, brown_hair, hat, skin_fang, blonde_hair, x_hair_ornament, sunglasses`, 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 | 805.99 MiB | [Download](https://huggingface.co/datasets/CyberHarem/utage_arknights/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      500 | 388.95 MiB | [Download](https://huggingface.co/datasets/CyberHarem/utage_arknights/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |     1322 | 917.84 MiB | [Download](https://huggingface.co/datasets/CyberHarem/utage_arknights/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      500 | 679.23 MiB | [Download](https://huggingface.co/datasets/CyberHarem/utage_arknights/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |     1322 | 1.41 GiB   | [Download](https://huggingface.co/datasets/CyberHarem/utage_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/utage_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 |        13 | ![](samples/0/clu0-sample0.png) | ![](samples/0/clu0-sample1.png) | ![](samples/0/clu0-sample2.png) | ![](samples/0/clu0-sample3.png) | ![](samples/0/clu0-sample4.png) | 1girl, cleavage, eyewear_on_head, looking_at_viewer, necklace, official_alternate_costume, solo, purple-tinted_eyewear, vertical-striped_bikini, smile, huge_breasts, swimsuit_cover-up, grey_bikini, round_eyewear, straw_hat, long_hair, open_clothes, shorts, navel, outdoors, sun_hat, bare_shoulders, twin_braids, beach, day, upper_body                                            |
|   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) | 1boy, 1girl, blush, braid, eyewear_on_head, hetero, necklace, official_alternate_costume, penis, solo_focus, striped_bikini, huge_breasts, paizuri, smile, heart, medium_hair, mosaic_censoring, open_mouth, vertical_stripes                                                                                                                                                             |
|   2 |        19 | ![](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_jacket, black_skirt, glasses, official_alternate_costume, solo, long_sleeves, looking_at_viewer, neck_ribbon, pleated_skirt, red_ribbon, yellow_thighhighs, black_headwear, open_jacket, beret, black_shirt, collared_shirt, white_background, simple_background, blush, garter_straps, sitting, purple_shirt, holding, open_mouth, pantyhose, :d, closed_mouth, plaid_skirt |
|   3 |        11 | ![](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, closed_mouth, glasses, neck_ribbon, official_alternate_costume, open_jacket, red_ribbon, solo, black_headwear, looking_at_viewer, upper_body, collared_shirt, long_sleeves, purple_shirt, simple_background, black_shirt, blush, smile, white_background, beret, black_skirt, light_brown_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) | open_jacket, open_mouth, white_jacket, 1girl, long_sleeves, looking_at_viewer, nail_polish, simple_background, solo, black_nails, blush, grey_shirt, white_background, cowboy_shot, :d, black_thighhighs, claw_pose, heart                                                                                                                                                                |
|   5 |        17 | ![](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, looking_at_viewer, open_jacket, solo, white_jacket, long_sleeves, smile, black_thighhighs, simple_background, katana, short_dress, hair_between_eyes, holding_sword, standing, white_background, grey_dress, black_nails, grey_shirt, nail_polish, cowboy_shot, open_mouth, scabbard, zettai_ryouiki, garter_straps, sheathed, thighs                                              |
|   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, blush, hetero, solo_focus, 1boy, nipples, sex, open_mouth, penis, vaginal, completely_nude, girl_on_top, smile, cowgirl_position, cum_in_pussy, huge_breasts, looking_at_viewer, mosaic_censoring, navel, spread_legs, sweat, thighhighs, black_nails, collarbone, dark-skinned_male, heart-shaped_pupils, nail_polish, pov, simple_background                                     |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | cleavage   | eyewear_on_head   | looking_at_viewer   | necklace   | official_alternate_costume   | solo   | purple-tinted_eyewear   | vertical-striped_bikini   | smile   | huge_breasts   | swimsuit_cover-up   | grey_bikini   | round_eyewear   | straw_hat   | long_hair   | open_clothes   | shorts   | navel   | outdoors   | sun_hat   | bare_shoulders   | twin_braids   | beach   | day   | upper_body   | 1boy   | blush   | braid   | hetero   | penis   | solo_focus   | striped_bikini   | paizuri   | heart   | medium_hair   | mosaic_censoring   | open_mouth   | vertical_stripes   | black_jacket   | black_skirt   | glasses   | long_sleeves   | neck_ribbon   | pleated_skirt   | red_ribbon   | yellow_thighhighs   | black_headwear   | open_jacket   | beret   | black_shirt   | collared_shirt   | white_background   | simple_background   | garter_straps   | sitting   | purple_shirt   | holding   | pantyhose   | :d   | closed_mouth   | plaid_skirt   | light_brown_hair   | white_jacket   | nail_polish   | black_nails   | grey_shirt   | cowboy_shot   | black_thighhighs   | claw_pose   | katana   | short_dress   | hair_between_eyes   | holding_sword   | standing   | grey_dress   | scabbard   | zettai_ryouiki   | sheathed   | thighs   | nipples   | sex   | vaginal   | completely_nude   | girl_on_top   | cowgirl_position   | cum_in_pussy   | spread_legs   | sweat   | thighhighs   | collarbone   | dark-skinned_male   | heart-shaped_pupils   | pov   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-----------|:------------------|:--------------------|:-----------|:-----------------------------|:-------|:------------------------|:--------------------------|:--------|:---------------|:--------------------|:--------------|:----------------|:------------|:------------|:---------------|:---------|:--------|:-----------|:----------|:-----------------|:--------------|:--------|:------|:-------------|:-------|:--------|:--------|:---------|:--------|:-------------|:-----------------|:----------|:--------|:--------------|:-------------------|:-------------|:-------------------|:---------------|:--------------|:----------|:---------------|:--------------|:----------------|:-------------|:--------------------|:-----------------|:--------------|:--------|:--------------|:-----------------|:-------------------|:--------------------|:----------------|:----------|:---------------|:----------|:------------|:-----|:---------------|:--------------|:-------------------|:---------------|:--------------|:--------------|:-------------|:--------------|:-------------------|:------------|:---------|:--------------|:--------------------|:----------------|:-----------|:-------------|:-----------|:-----------------|:-----------|:---------|:----------|:------|:----------|:------------------|:--------------|:-------------------|:---------------|:--------------|:--------|:-------------|:-------------|:--------------------|:----------------------|:------|
|   0 |        13 | ![](samples/0/clu0-sample0.png) | ![](samples/0/clu0-sample1.png) | ![](samples/0/clu0-sample2.png) | ![](samples/0/clu0-sample3.png) | ![](samples/0/clu0-sample4.png) | X       | X          | X                 | X                   | X          | X                            | X      | X                       | X                         | X       | X              | X                   | X             | X               | X           | X           | X              | X        | X       | X          | X         | 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                  |                |               |           |                |               |                 |              |                     |                  |               |         |               |                  |                    |                     |                 |           |                |           |             |      |                |               |                    |                |               |               |              |               |                    |             |          |               |                     |                 |            |              |            |                  |            |          |           |       |           |                   |               |                    |                |               |         |              |              |                     |                       |       |
|   2 |        19 | ![](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              | X             |                    |                |               |               |              |               |                    |             |          |               |                     |                 |            |              |            |                  |            |          |           |       |           |                   |               |                    |                |               |         |              |              |                     |                       |       |
|   3 |        11 | ![](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 |         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           |          |               |                     |                 |            |              |            |                  |            |          |           |       |           |                   |               |                    |                |               |         |              |              |                     |                       |       |
|   5 |        17 | ![](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        |           |       |           |                   |               |                    |                |               |         |              |              |                     |                       |       |
|   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     |


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 utage/ウタゲ/宴 (Arknights)
==================================


This is the dataset of utage/ウタゲ/宴 (Arknights), containing 500 images and their tags.


The core tags of this character are 'animal\_ears, breasts, purple\_eyes, animal\_ear\_fluff, hair\_ornament, bangs, large\_breasts, hairclip, short\_hair, tail, fang, brown\_hair, hat, skin\_fang, blonde\_hair, x\_hair\_ornament, sunglasses', 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