
# Dataset of scene/シーン/稀音 (Arknights)

This is the dataset of scene/シーン/稀音 (Arknights), containing 134 images and their tags.

The core tags of this character are `bangs, ahoge, hair_ornament, short_hair, yellow_eyes, one_side_up`, 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              |      134 | 195.40 MiB | [Download](https://huggingface.co/datasets/CyberHarem/scene_arknights/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      134 | 98.99 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/scene_arknights/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      322 | 214.03 MiB | [Download](https://huggingface.co/datasets/CyberHarem/scene_arknights/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      134 | 167.07 MiB | [Download](https://huggingface.co/datasets/CyberHarem/scene_arknights/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      322 | 324.99 MiB | [Download](https://huggingface.co/datasets/CyberHarem/scene_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/scene_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 |        26 | ![](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, collared_shirt, open_jacket, red_necktie, solo, white_jacket, white_shirt, long_sleeves, upper_body, looking_at_viewer, brown_vest, white_background, closed_mouth, hooded_jacket, simple_background, holding_camera, hood_down, blush, green_eyes, hair_between_eyes                                         |
|   1 |         9 | ![](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_skirt, black_thighhighs, collared_shirt, long_sleeves, open_jacket, red_necktie, single_thighhigh, solo, white_jacket, white_shirt, looking_at_viewer, pleated_skirt, brown_vest, hooded_jacket, sitting, white_background, blush, holding, infection_monitor_(arknights)                               |
|   2 |        13 | ![](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, long_sleeves, solo, wide_sleeves, oil-paper_umbrella, looking_at_viewer, ponytail, closed_mouth, holding_umbrella, skirt, black_bow, blush, hair_bow, obi, white_kimono, blonde_hair, white_background, full_body, standing, black_footwear, boots, brown_eyes, hair_between_eyes, pantyhose, sidelocks, tree |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | collared_shirt   | open_jacket   | red_necktie   | solo   | white_jacket   | white_shirt   | long_sleeves   | upper_body   | looking_at_viewer   | brown_vest   | white_background   | closed_mouth   | hooded_jacket   | simple_background   | holding_camera   | hood_down   | blush   | green_eyes   | hair_between_eyes   | black_skirt   | black_thighhighs   | single_thighhigh   | pleated_skirt   | sitting   | holding   | infection_monitor_(arknights)   | wide_sleeves   | oil-paper_umbrella   | ponytail   | holding_umbrella   | skirt   | black_bow   | hair_bow   | obi   | white_kimono   | blonde_hair   | full_body   | standing   | black_footwear   | boots   | brown_eyes   | pantyhose   | sidelocks   | tree   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-----------------|:--------------|:--------------|:-------|:---------------|:--------------|:---------------|:-------------|:--------------------|:-------------|:-------------------|:---------------|:----------------|:--------------------|:-----------------|:------------|:--------|:-------------|:--------------------|:--------------|:-------------------|:-------------------|:----------------|:----------|:----------|:--------------------------------|:---------------|:---------------------|:-----------|:-------------------|:--------|:------------|:-----------|:------|:---------------|:--------------|:------------|:-----------|:-----------------|:--------|:-------------|:------------|:------------|:-------|
|   0 |        26 | ![](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                   |               |                    |                    |                 |           |           |                                 |                |                      |            |                    |         |             |            |       |                |               |             |            |                  |         |              |             |             |        |
|   1 |         9 | ![](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                               |                |                      |            |                    |         |             |            |       |                |               |             |            |                  |         |              |             |             |        |
|   2 |        13 | ![](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      |


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 scene/シーン/稀音 (Arknights)
===================================


This is the dataset of scene/シーン/稀音 (Arknights), containing 134 images and their tags.


The core tags of this character are 'bangs, ahoge, hair\_ornament, short\_hair, yellow\_eyes, one\_side\_up', 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