
# Dataset of scavenger/スカベンジャー/清道夫 (Arknights)

This is the dataset of scavenger/スカベンジャー/清道夫 (Arknights), containing 33 images and their tags.

The core tags of this character are `animal_ears, bangs, breasts, yellow_eyes, mouse_ears, grey_hair, tail, hair_between_eyes, long_hair, medium_breasts, small_breasts, mouse_tail, black_hairband, hairband, mouse_girl, white_hair`, 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              |       33 | 56.08 MiB | [Download](https://huggingface.co/datasets/CyberHarem/scavenger_arknights/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |       33 | 26.20 MiB | [Download](https://huggingface.co/datasets/CyberHarem/scavenger_arknights/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |       83 | 59.58 MiB | [Download](https://huggingface.co/datasets/CyberHarem/scavenger_arknights/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |       33 | 46.27 MiB | [Download](https://huggingface.co/datasets/CyberHarem/scavenger_arknights/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |       83 | 94.90 MiB | [Download](https://huggingface.co/datasets/CyberHarem/scavenger_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/scavenger_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, solo, bare_shoulders, looking_at_viewer, detached_sleeves, closed_mouth, simple_background, yellow_gloves, black_thighhighs, upper_body, white_background, black_dress, mole_under_mouth, sleeveless_dress, black_footwear, boots, mask                                                                                       |
|   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, black_leotard, looking_at_viewer, official_alternate_costume, solo, yellow_gloves, covered_navel, highleg_leotard, open_clothes, standing, bandaged_arm, closed_mouth, cropped_jacket, ponytail, short_sleeves, weapon, black_jacket, holding, short_hair, black_footwear, full_body, pantyhose, simple_background, wolf_ears |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | solo   | bare_shoulders   | looking_at_viewer   | detached_sleeves   | closed_mouth   | simple_background   | yellow_gloves   | black_thighhighs   | upper_body   | white_background   | black_dress   | mole_under_mouth   | sleeveless_dress   | black_footwear   | boots   | mask   | black_leotard   | official_alternate_costume   | covered_navel   | highleg_leotard   | open_clothes   | standing   | bandaged_arm   | cropped_jacket   | ponytail   | short_sleeves   | weapon   | black_jacket   | holding   | short_hair   | full_body   | pantyhose   | wolf_ears   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-------|:-----------------|:--------------------|:-------------------|:---------------|:--------------------|:----------------|:-------------------|:-------------|:-------------------|:--------------|:-------------------|:-------------------|:-----------------|:--------|:-------|:----------------|:-----------------------------|:----------------|:------------------|:---------------|:-----------|:---------------|:-----------------|:-----------|:----------------|:---------|:---------------|:----------|:-------------|:------------|:------------|:------------|
|   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      |                 |                              |                 |                   |                |            |                |                  |            |                 |          |                |           |              |             |             |             |
|   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           | 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 scavenger/スカベンジャー/清道夫 (Arknights)
============================================


This is the dataset of scavenger/スカベンジャー/清道夫 (Arknights), containing 33 images and their tags.


The core tags of this character are 'animal\_ears, bangs, breasts, yellow\_eyes, mouse\_ears, grey\_hair, tail, hair\_between\_eyes, long\_hair, medium\_breasts, small\_breasts, mouse\_tail, black\_hairband, hairband, mouse\_girl, white\_hair', 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