
# Dataset of specter/スペクター/幽灵鲨 (Arknights)

This is the dataset of specter/スペクター/幽灵鲨 (Arknights), containing 500 images and their tags.

The core tags of this character are `long_hair, red_eyes, bangs, hair_between_eyes, grey_hair, black_headwear, very_long_hair, breasts, white_hair, hat`, 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 | 1.04 GiB   | [Download](https://huggingface.co/datasets/CyberHarem/specter_arknights/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      500 | 463.52 MiB | [Download](https://huggingface.co/datasets/CyberHarem/specter_arknights/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |     1289 | 1.00 GiB   | [Download](https://huggingface.co/datasets/CyberHarem/specter_arknights/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      500 | 863.09 MiB | [Download](https://huggingface.co/datasets/CyberHarem/specter_arknights/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |     1289 | 1.60 GiB   | [Download](https://huggingface.co/datasets/CyberHarem/specter_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/specter_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 |         7 | ![](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_dress, habit, long_sleeves, nun, own_hands_clasped, solo, looking_at_viewer, necklace, simple_background, parted_lips, white_background, smile, upper_body, blush, cowboy_shot, large_breasts, off_shoulder, pelvic_curtain                                                                                                      |
|   1 |        24 | ![](samples/1/clu1-sample0.png) | ![](samples/1/clu1-sample1.png) | ![](samples/1/clu1-sample2.png) | ![](samples/1/clu1-sample3.png) | ![](samples/1/clu1-sample4.png) | 1girl, black_dress, black_thighhighs, long_sleeves, solo, habit, looking_at_viewer, nun, holding_weapon, pelvic_curtain, necklace, cowboy_shot, smile, garter_straps, thighs, black_belt, black_capelet, off_shoulder                                                                                                                         |
|   2 |        18 | ![](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_dress, habit, nun, solo, upper_body, looking_at_viewer, necklace, smile, long_sleeves, hand_up, black_capelet, parted_lips, simple_background                                                                                                                                                                                    |
|   3 |         6 | ![](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_dress, black_footwear, black_thighhighs, habit, long_sleeves, looking_at_viewer, nun, pelvic_curtain, solo, full_body, smile, thigh_boots, belt_boots, grey_capelet, holding_weapon, knee_boots, hand_up, jewelry, parted_lips                                                                                                   |
|   4 |         5 | ![](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, black_dress, black_pantyhose, cleavage_cutout, detached_sleeves, long_sleeves, medium_breasts, parted_lips, solo, cowboy_shot, looking_at_viewer, smile, blue_nails, blush, frilled_dress, nail_polish, pelvic_curtain                                                                                                 |
|   5 |        18 | ![](samples/5/clu5-sample0.png) | ![](samples/5/clu5-sample1.png) | ![](samples/5/clu5-sample2.png) | ![](samples/5/clu5-sample3.png) | ![](samples/5/clu5-sample4.png) | 1girl, black_dress, long_sleeves, solo, bare_shoulders, black_pantyhose, holding_weapon, looking_at_viewer, smile, detached_sleeves, clothing_cutout, cowboy_shot, medium_breasts, pelvic_curtain, nail_polish, closed_mouth, blue_nails, parted_lips                                                                                         |
|   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, black_dress, clothing_cutout, long_sleeves, looking_at_viewer, solo, upper_body, bare_shoulders, hand_up, nail_polish, parted_lips, :d, black_nails, open_mouth, black_background, detached_sleeves, simple_background                                                                                                                 |
|   7 |        15 | ![](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_dress, official_alternate_costume, solo, cross_necklace, looking_at_viewer, white_scarf, long_sleeves, upper_body, smile, simple_background, white_background, braid, closed_mouth, holding                                                                                                                                      |
|   8 |        11 | ![](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) | hetero, penis, 1boy, 1girl, blush, sex, solo_focus, vaginal, girl_on_top, nipples, smile, cowgirl_position, navel, looking_at_viewer, open_mouth, spread_legs, sweat, large_breasts, teeth, white_background, clothed_female_nude_male, cum_in_pussy, dress, habit, long_sleeves, mosaic_censoring, simple_background, thighhighs, uncensored |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | black_dress   | habit   | long_sleeves   | nun   | own_hands_clasped   | solo   | looking_at_viewer   | necklace   | simple_background   | parted_lips   | white_background   | smile   | upper_body   | blush   | cowboy_shot   | large_breasts   | off_shoulder   | pelvic_curtain   | black_thighhighs   | holding_weapon   | garter_straps   | thighs   | black_belt   | black_capelet   | hand_up   | black_footwear   | full_body   | thigh_boots   | belt_boots   | grey_capelet   | knee_boots   | jewelry   | bare_shoulders   | black_pantyhose   | cleavage_cutout   | detached_sleeves   | medium_breasts   | blue_nails   | frilled_dress   | nail_polish   | clothing_cutout   | closed_mouth   | :d   | black_nails   | open_mouth   | black_background   | official_alternate_costume   | cross_necklace   | white_scarf   | braid   | holding   | hetero   | penis   | 1boy   | sex   | solo_focus   | vaginal   | girl_on_top   | nipples   | cowgirl_position   | navel   | spread_legs   | sweat   | teeth   | clothed_female_nude_male   | cum_in_pussy   | dress   | mosaic_censoring   | thighhighs   | uncensored   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:--------------|:--------|:---------------|:------|:--------------------|:-------|:--------------------|:-----------|:--------------------|:--------------|:-------------------|:--------|:-------------|:--------|:--------------|:----------------|:---------------|:-----------------|:-------------------|:-----------------|:----------------|:---------|:-------------|:----------------|:----------|:-----------------|:------------|:--------------|:-------------|:---------------|:-------------|:----------|:-----------------|:------------------|:------------------|:-------------------|:-----------------|:-------------|:----------------|:--------------|:------------------|:---------------|:-----|:--------------|:-------------|:-------------------|:-----------------------------|:-----------------|:--------------|:--------|:----------|:---------|:--------|:-------|:------|:-------------|:----------|:--------------|:----------|:-------------------|:--------|:--------------|:--------|:--------|:---------------------------|:---------------|:--------|:-------------------|:-------------|:-------------|
|   0 |         7 | ![](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                |                    |                  |                 |          |              |                 |           |                  |             |               |              |                |              |           |                  |                   |                   |                    |                  |              |                 |               |                   |                |      |               |              |                    |                              |                  |               |         |           |          |         |        |       |              |           |               |           |                    |         |               |         |         |                            |                |         |                    |              |              |
|   1 |        24 | ![](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               |           |                  |             |               |              |                |              |           |                  |                   |                   |                    |                  |              |                 |               |                   |                |      |               |              |                    |                              |                  |               |         |           |          |         |        |       |              |           |               |           |                    |         |               |         |         |                            |                |         |                    |              |              |
|   2 |        18 | ![](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         |                  |             |               |              |                |              |           |                  |                   |                   |                    |                  |              |                 |               |                   |                |      |               |              |                    |                              |                  |               |         |           |          |         |        |       |              |           |               |           |                    |         |               |         |         |                            |                |         |                    |              |              |
|   3 |         6 | ![](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 |         5 | ![](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 |        18 | ![](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              |      |               |              |                    |                              |                  |               |         |           |          |         |        |       |              |           |               |           |                    |         |               |         |         |                            |                |         |                    |              |              |
|   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                  |                              |                  |               |         |           |          |         |        |       |              |           |               |           |                    |         |               |         |         |                            |                |         |                    |              |              |
|   7 |        15 | ![](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         |          |         |        |       |              |           |               |           |                    |         |               |         |         |                            |                |         |                    |              |              |
|   8 |        11 | ![](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              | 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 specter/スペクター/幽灵鲨 (Arknights)
========================================


This is the dataset of specter/スペクター/幽灵鲨 (Arknights), containing 500 images and their tags.


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