
# Dataset of dusk/シー/夕 (Arknights)

This is the dataset of dusk/シー/夕 (Arknights), containing 500 images and their tags.

The core tags of this character are `horns, black_hair, dragon_horns, long_hair, pointy_ears, multicolored_hair, red_eyes, colored_skin, earrings, breasts, dragon_girl, very_long_hair, tail, streaked_hair, green_skin, dragon_tail, hair_over_one_eye, green_hair, bangs, medium_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 | 1.20 GiB   | [Download](https://huggingface.co/datasets/CyberHarem/dusk_arknights/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      500 | 514.74 MiB | [Download](https://huggingface.co/datasets/CyberHarem/dusk_arknights/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |     1321 | 1.11 GiB   | [Download](https://huggingface.co/datasets/CyberHarem/dusk_arknights/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      500 | 981.25 MiB | [Download](https://huggingface.co/datasets/CyberHarem/dusk_arknights/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |     1321 | 1.79 GiB   | [Download](https://huggingface.co/datasets/CyberHarem/dusk_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/dusk_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 |         8 | ![](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, black_jacket, dress, holding, holding_sword, holding_weapon, jacket, jewelry, looking_at_viewer, necktie, off_shoulder, open_clothes, red_necktie, sleeveless, sleeveless_dress, solo, sword, weapon, white_dress, open_jacket, simple_background, white_background, clothing_cutout, closed_mouth                                                                                                       |
|   1 |        16 | ![](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, dress, holding, holding_sword, holding_weapon, jacket, jewelry, necktie, off_shoulder, open_clothes, sleeveless, solo, sword, weapon, white_dress, bare_shoulders, beads, black_jacket, looking_at_viewer, sleeveless_dress, bead_bracelet, bracelet, cowboy_shot, red_necktie, open_coat, coat, closed_mouth, open_jacket, clothing_cutout, black_coat                                                                  |
|   2 |        17 | ![](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, dress, holding, holding_sword, holding_weapon, jewelry, necktie, off_shoulder, open_clothes, solo, sword, weapon, white_dress, black_footwear, boots, red_necktie, sleeveless, jacket, looking_at_viewer, bare_shoulders, full_body, sleeveless_dress, bare_legs, floating_hair, coat, open_coat, open_jacket                                                                                              |
|   3 |        41 | ![](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, bare_shoulders, dress, necktie, off_shoulder, red_necktie, sleeveless, solo, white_dress, jewelry, black_jacket, jacket, looking_at_viewer, open_clothes, sleeveless_dress, upper_body, closed_mouth, open_jacket, white_background, simple_background                                                                                                                                                                   |
|   4 |         6 | ![](samples/4/clu4-sample0.png) | ![](samples/4/clu4-sample1.png) | ![](samples/4/clu4-sample2.png) | ![](samples/4/clu4-sample3.png) | ![](samples/4/clu4-sample4.png) | 1girl, bare_shoulders, bead_bracelet, beads, blue_skin, bracelet, china_dress, chinese_clothes, closed_mouth, dress, jewelry, official_alternate_costume, sleeveless, sleeveless_dress, solo, tassel, tassel_earrings, blue_dress, dragon, looking_at_viewer, cowboy_shot, neck_ribbon, pelvic_curtain                                                                                                                          |
|   5 |         5 | ![](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, blue_dress, china_dress, chinese_clothes, dress, jewelry, official_alternate_costume, simple_background, sleeveless, sleeveless_dress, solo, bare_shoulders, looking_at_viewer, tassel, tassel_earrings, upper_body, white_background, parted_lips, blue_skin                                                                                                                                                            |
|   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, bead_bracelet, beads, bracelet, calligraphy_brush, dress, holding, jewelry, necktie, paintbrush, red_necktie, sleeveless, solo, white_dress, holding_brush, ink, looking_at_viewer, sleeveless_dress, upper_body, open_clothes, parted_lips, smile, white_background                                                                                                                                     |
|   7 |         6 | ![](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, black_footwear, black_skirt, high_heels, long_sleeves, shirt, skirt, solo, white_shirt, alternate_costume, looking_at_viewer, sitting, bare_legs, full_body, jewelry, wide_sleeves                                                                                                                                                                                                                                       |
|   8 |         5 | ![](samples/8/clu8-sample0.png) | ![](samples/8/clu8-sample1.png) | ![](samples/8/clu8-sample2.png) | ![](samples/8/clu8-sample3.png) | ![](samples/8/clu8-sample4.png) | 1girl, large_breasts, navel, nude, solo, censored, nipples, arm_tattoo, blush, completely_nude, jewelry, looking_at_viewer, parted_lips, pussy, spread_legs, tattoo, mosaic_censoring, multicolored_skin, orange_eyes, simple_background, sitting, smile, tassel, tassel_earrings, white_background                                                                                                                             |
|   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, blush, jewelry, leotard, playboy_bunny, solo, detached_collar, looking_at_viewer, alternate_costume, animal_ears, bare_shoulders, closed_mouth, fake_animal_ears, groin, highleg, highleg_leotard, large_breasts, necktie, rabbit_ears, simple_background, strapless, strapless_leotard, tassel, tassel_earrings, white_background, arm_tattoo, collar, covered_navel, red_necktie, tattoo, two-tone_hair, white_leotard |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | bare_shoulders   | black_jacket   | dress   | holding   | holding_sword   | holding_weapon   | jacket   | jewelry   | looking_at_viewer   | necktie   | off_shoulder   | open_clothes   | red_necktie   | sleeveless   | sleeveless_dress   | solo   | sword   | weapon   | white_dress   | open_jacket   | simple_background   | white_background   | clothing_cutout   | closed_mouth   | beads   | bead_bracelet   | bracelet   | cowboy_shot   | open_coat   | coat   | black_coat   | black_footwear   | boots   | full_body   | bare_legs   | floating_hair   | upper_body   | blue_skin   | china_dress   | chinese_clothes   | official_alternate_costume   | tassel   | tassel_earrings   | blue_dress   | dragon   | neck_ribbon   | pelvic_curtain   | parted_lips   | calligraphy_brush   | paintbrush   | holding_brush   | ink   | smile   | black_skirt   | high_heels   | long_sleeves   | shirt   | skirt   | white_shirt   | alternate_costume   | sitting   | wide_sleeves   | large_breasts   | navel   | nude   | censored   | nipples   | arm_tattoo   | blush   | completely_nude   | pussy   | spread_legs   | tattoo   | mosaic_censoring   | multicolored_skin   | orange_eyes   | leotard   | playboy_bunny   | detached_collar   | animal_ears   | fake_animal_ears   | groin   | highleg   | highleg_leotard   | rabbit_ears   | strapless   | strapless_leotard   | collar   | covered_navel   | two-tone_hair   | white_leotard   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-----------------|:---------------|:--------|:----------|:----------------|:-----------------|:---------|:----------|:--------------------|:----------|:---------------|:---------------|:--------------|:-------------|:-------------------|:-------|:--------|:---------|:--------------|:--------------|:--------------------|:-------------------|:------------------|:---------------|:--------|:----------------|:-----------|:--------------|:------------|:-------|:-------------|:-----------------|:--------|:------------|:------------|:----------------|:-------------|:------------|:--------------|:------------------|:-----------------------------|:---------|:------------------|:-------------|:---------|:--------------|:-----------------|:--------------|:--------------------|:-------------|:----------------|:------|:--------|:--------------|:-------------|:---------------|:--------|:--------|:--------------|:--------------------|:----------|:---------------|:----------------|:--------|:-------|:-----------|:----------|:-------------|:--------|:------------------|:--------|:--------------|:---------|:-------------------|:--------------------|:--------------|:----------|:----------------|:------------------|:--------------|:-------------------|:--------|:----------|:------------------|:--------------|:------------|:--------------------|:---------|:----------------|:----------------|:----------------|
|   0 |         8 | ![](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              |         |                 |            |               |             |        |              |                  |         |             |             |                 |              |             |               |                   |                              |          |                   |              |          |               |                  |               |                     |              |                 |       |         |               |              |                |         |         |               |                     |           |                |                 |         |        |            |           |              |         |                   |         |               |          |                    |                     |               |           |                 |                   |               |                    |         |           |                   |               |             |                     |          |                 |                 |                 |
|   1 |        16 | ![](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              | X       | X               | X          | X             | X           | X      | X            |                  |         |             |             |                 |              |             |               |                   |                              |          |                   |              |          |               |                  |               |                     |              |                 |       |         |               |              |                |         |         |               |                     |           |                |                 |         |        |            |           |              |         |                   |         |               |          |                    |                     |               |           |                 |                   |               |                    |         |           |                   |               |             |                     |          |                 |                 |                 |
|   2 |        17 | ![](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 |        41 | ![](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 |         6 | ![](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                |               |                     |              |                 |       |         |               |              |                |         |         |               |                     |           |                |                 |         |        |            |           |              |         |                   |         |               |          |                    |                     |               |           |                 |                   |               |                    |         |           |                   |               |             |                     |          |                 |                 |                 |
|   5 |         5 | ![](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             |                     |              |                 |       |         |               |              |                |         |         |               |                     |           |                |                 |         |        |            |           |              |         |                   |         |               |          |                    |                     |               |           |                 |                   |               |                    |         |           |                   |               |             |                     |          |                 |                 |                 |
|   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            | X               | X     | X       |               |              |                |         |         |               |                     |           |                |                 |         |        |            |           |              |         |                   |         |               |          |                    |                     |               |           |                 |                   |               |                    |         |           |                   |               |             |                     |          |                 |                 |                 |
|   7 |         6 | ![](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              |                 |         |        |            |           |              |         |                   |         |               |          |                    |                     |               |           |                 |                   |               |                    |         |           |                   |               |             |                     |          |                 |                 |                 |
|   8 |         5 | ![](samples/8/clu8-sample0.png) | ![](samples/8/clu8-sample1.png) | ![](samples/8/clu8-sample2.png) | ![](samples/8/clu8-sample3.png) | ![](samples/8/clu8-sample4.png) | X       |                  |                |         |           |                 |                  |          | X         | X                   |           |                |                |               |              |                    | X      |         |          |               |               | X                   | X                  |                   |                |         |                 |            |               |             |        |              |                  |         |             |             |                 |              |             |               |                   |                              | X        | X                 |              |          |               |                  | X             |                     |              |                 |       | X       |               |              |                |         |         |               |                     | X         |                | X               | X       | X      | X          | X         | X            | X       | X                 | X       | X             | X        | X                  | X                   | 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               |


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 dusk/シー/夕 (Arknights)
================================


This is the dataset of dusk/シー/夕 (Arknights), containing 500 images and their tags.


The core tags of this character are 'horns, black\_hair, dragon\_horns, long\_hair, pointy\_ears, multicolored\_hair, red\_eyes, colored\_skin, earrings, breasts, dragon\_girl, very\_long\_hair, tail, streaked\_hair, green\_skin, dragon\_tail, hair\_over\_one\_eye, green\_hair, bangs, medium\_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