
# Dataset of robin/ロビン/罗宾 (Arknights)

This is the dataset of robin/ロビン/罗宾 (Arknights), containing 240 images and their tags.

The core tags of this character are `animal_ears, long_hair, raccoon_ears, yellow_eyes, brown_hair, ponytail, breasts, raccoon_girl, freckles, hair_between_eyes, large_breasts, raccoon_tail, tail`, 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              |      240 | 412.22 MiB | [Download](https://huggingface.co/datasets/CyberHarem/robin_arknights/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      240 | 193.24 MiB | [Download](https://huggingface.co/datasets/CyberHarem/robin_arknights/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      599 | 440.45 MiB | [Download](https://huggingface.co/datasets/CyberHarem/robin_arknights/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      240 | 347.73 MiB | [Download](https://huggingface.co/datasets/CyberHarem/robin_arknights/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      599 | 695.01 MiB | [Download](https://huggingface.co/datasets/CyberHarem/robin_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/robin_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 |        17 | ![](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, long_sleeves, simple_background, solo, white_shirt, animal_hands, cross_tie, looking_at_viewer, upper_body, white_background, closed_mouth, bangs, polka_dot_shirt, streaked_hair, white_hair                                                                                    |
|   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, animal_hands, long_sleeves, looking_at_viewer, solo, white_shirt, black_shorts, cross_tie, closed_mouth, collared_shirt, cowboy_shot, legwear_under_shorts, holding_knife, simple_background, brown_pantyhose, weapon, bangs, barcode, multicolored_hair                                         |
|   2 |         5 | ![](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) | 1boy, 1girl, animal_hands, blush, breast_grab, collared_shirt, cross_tie, hetero, simple_background, solo_focus, white_shirt, closed_mouth, covered_nipples, grabbing_from_behind, white_background, long_sleeves, sweatdrop, upper_body, disembodied_limb, gloves, looking_at_viewer                   |
|   3 |        18 | ![](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, official_alternate_costume, solo, off_shoulder, looking_at_viewer, simple_background, white_shirt, fur_trim, sidelocks, white_background, black_gloves, black_jacket, streaked_hair, long_sleeves, closed_mouth, upper_body, yellow_skirt, hair_flower, open_jacket, cowboy_shot |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | collared_shirt   | long_sleeves   | simple_background   | solo   | white_shirt   | animal_hands   | cross_tie   | looking_at_viewer   | upper_body   | white_background   | closed_mouth   | bangs   | polka_dot_shirt   | streaked_hair   | white_hair   | black_shorts   | cowboy_shot   | legwear_under_shorts   | holding_knife   | brown_pantyhose   | weapon   | barcode   | multicolored_hair   | 1boy   | blush   | breast_grab   | hetero   | solo_focus   | covered_nipples   | grabbing_from_behind   | sweatdrop   | disembodied_limb   | gloves   | bare_shoulders   | official_alternate_costume   | off_shoulder   | fur_trim   | sidelocks   | black_gloves   | black_jacket   | yellow_skirt   | hair_flower   | open_jacket   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-----------------|:---------------|:--------------------|:-------|:--------------|:---------------|:------------|:--------------------|:-------------|:-------------------|:---------------|:--------|:------------------|:----------------|:-------------|:---------------|:--------------|:-----------------------|:----------------|:------------------|:---------|:----------|:--------------------|:-------|:--------|:--------------|:---------|:-------------|:------------------|:-----------------------|:------------|:-------------------|:---------|:-----------------|:-----------------------------|:---------------|:-----------|:------------|:---------------|:---------------|:---------------|:--------------|:--------------|
|   0 |        17 | ![](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            |                |               |                        |                 |                   |          |           |                     |        |         |               |          |              |                   |                        |             |                    |          |                  |                              |                |            |             |                |                |                |               |               |
|   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         | X                   |        |         |               |          |              |                   |                        |             |                    |          |                  |                              |                |            |             |                |                |                |               |               |
|   2 |         5 | ![](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        |                  |                              |                |            |             |                |                |                |               |               |
|   3 |        18 | ![](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             |


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 robin/ロビン/罗宾 (Arknights)
===================================


This is the dataset of robin/ロビン/罗宾 (Arknights), containing 240 images and their tags.


The core tags of this character are 'animal\_ears, long\_hair, raccoon\_ears, yellow\_eyes, brown\_hair, ponytail, breasts, raccoon\_girl, freckles, hair\_between\_eyes, large\_breasts, raccoon\_tail, tail', 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