
# Dataset of dorothy/ドロシー/多萝西 (Arknights)

This is the dataset of dorothy/ドロシー/多萝西 (Arknights), containing 236 images and their tags.

The core tags of this character are `animal_ears, long_hair, yellow_eyes, blonde_hair, breasts, mouse_ears, bangs, hair_between_eyes, white_headwear, hat, mouse_girl, medium_breasts, large_breasts, very_long_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              |      236 | 506.55 MiB | [Download](https://huggingface.co/datasets/CyberHarem/dorothy_arknights/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      236 | 211.16 MiB | [Download](https://huggingface.co/datasets/CyberHarem/dorothy_arknights/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      631 | 487.51 MiB | [Download](https://huggingface.co/datasets/CyberHarem/dorothy_arknights/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      236 | 403.40 MiB | [Download](https://huggingface.co/datasets/CyberHarem/dorothy_arknights/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      631 | 807.16 MiB | [Download](https://huggingface.co/datasets/CyberHarem/dorothy_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/dorothy_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 |         6 | ![](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, long_sleeves, looking_at_viewer, off_shoulder, open_coat, solo, white_coat, white_shirt, yellow_gloves, closed_mouth, smile, cowboy_shot, mouse_tail, black_skirt, cleavage_cutout, crossed_bangs, holding, outdoors, pouch, single_glove, white_jacket |
|   1 |         7 | ![](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, bare_shoulders, long_sleeves, looking_at_viewer, off_shoulder, smile, solo, white_shirt, yellow_gloves, closed_mouth, simple_background, upper_body, white_background, white_jacket, hand_up, crossed_bangs, open_jacket, cleavage_cutout, low_ponytail                 |
|   2 |        34 | ![](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, solo, black_gloves, looking_at_viewer, veil, long_sleeves, cleavage, puffy_sleeves, closed_mouth, necklace, elbow_gloves, cowboy_shot, beads, parted_lips                                                                                                  |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | bare_shoulders   | long_sleeves   | looking_at_viewer   | off_shoulder   | open_coat   | solo   | white_coat   | white_shirt   | yellow_gloves   | closed_mouth   | smile   | cowboy_shot   | mouse_tail   | black_skirt   | cleavage_cutout   | crossed_bangs   | holding   | outdoors   | pouch   | single_glove   | white_jacket   | simple_background   | upper_body   | white_background   | hand_up   | open_jacket   | low_ponytail   | black_dress   | black_gloves   | veil   | cleavage   | puffy_sleeves   | necklace   | elbow_gloves   | beads   | parted_lips   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-----------------|:---------------|:--------------------|:---------------|:------------|:-------|:-------------|:--------------|:----------------|:---------------|:--------|:--------------|:-------------|:--------------|:------------------|:----------------|:----------|:-----------|:--------|:---------------|:---------------|:--------------------|:-------------|:-------------------|:----------|:--------------|:---------------|:--------------|:---------------|:-------|:-----------|:----------------|:-----------|:---------------|:--------|:--------------|
|   0 |         6 | ![](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              |                     |              |                    |           |               |                |               |                |        |            |                 |            |                |         |               |
|   1 |         7 | ![](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 |        34 | ![](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             |


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 dorothy/ドロシー/多萝西 (Arknights)
=======================================


This is the dataset of dorothy/ドロシー/多萝西 (Arknights), containing 236 images and their tags.


The core tags of this character are 'animal\_ears, long\_hair, yellow\_eyes, blonde\_hair, breasts, mouse\_ears, bangs, hair\_between\_eyes, white\_headwear, hat, mouse\_girl, medium\_breasts, large\_breasts, very\_long\_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