
# Dataset of mousse/ムース/慕斯 (Arknights)

This is the dataset of mousse/ムース/慕斯 (Arknights), containing 147 images and their tags.

The core tags of this character are `animal_ears, cat_ears, green_eyes, multicolored_hair, white_hair, short_hair, hat, tail, bangs, cat_tail, black_headwear, blonde_hair, animal_ear_fluff, cat_girl, mini_hat, multiple_tails, two_tails, brown_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              |      147 | 203.54 MiB | [Download](https://huggingface.co/datasets/CyberHarem/mousse_arknights/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      147 | 108.61 MiB | [Download](https://huggingface.co/datasets/CyberHarem/mousse_arknights/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      351 | 238.47 MiB | [Download](https://huggingface.co/datasets/CyberHarem/mousse_arknights/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      147 | 178.33 MiB | [Download](https://huggingface.co/datasets/CyberHarem/mousse_arknights/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      351 | 349.76 MiB | [Download](https://huggingface.co/datasets/CyberHarem/mousse_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/mousse_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 |        25 | ![](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, black_necktie, looking_at_viewer, white_shirt, upper_body, collared_shirt, blush, open_mouth, simple_background, white_background, smile, black_gloves, black_jacket, fingerless_gloves, fang, long_sleeves, orange_hair, portrait           |
|   1 |         6 | ![](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_necktie, long_sleeves, smile, solo, white_shirt, collared_shirt, one_eye_closed, open_mouth, upper_body, ;d, holding_cat, skin_fang, fingerless_gloves, jacket, white_background                                                             |
|   2 |         8 | ![](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, looking_at_viewer, open_mouth, red_scarf, solo, white_shirt, :d, fang, blush, brown_jacket, collared_shirt, hair_flower, open_clothes, red_flower, black_necktie, brown_coat, food, holding_cup, skirt, upper_body, white_background |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | solo   | black_necktie   | looking_at_viewer   | white_shirt   | upper_body   | collared_shirt   | blush   | open_mouth   | simple_background   | white_background   | smile   | black_gloves   | black_jacket   | fingerless_gloves   | fang   | long_sleeves   | orange_hair   | portrait   | one_eye_closed   | ;d   | holding_cat   | skin_fang   | jacket   | red_scarf   | :d   | brown_jacket   | hair_flower   | open_clothes   | red_flower   | brown_coat   | food   | holding_cup   | skirt   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-------|:----------------|:--------------------|:--------------|:-------------|:-----------------|:--------|:-------------|:--------------------|:-------------------|:--------|:---------------|:---------------|:--------------------|:-------|:---------------|:--------------|:-----------|:-----------------|:-----|:--------------|:------------|:---------|:------------|:-----|:---------------|:--------------|:---------------|:-------------|:-------------|:-------|:--------------|:--------|
|   0 |        25 | ![](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 |         6 | ![](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        |             |      |                |               |                |              |              |        |               |         |
|   2 |         8 | ![](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       |


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 mousse/ムース/慕斯 (Arknights)
====================================


This is the dataset of mousse/ムース/慕斯 (Arknights), containing 147 images and their tags.


The core tags of this character are 'animal\_ears, cat\_ears, green\_eyes, multicolored\_hair, white\_hair, short\_hair, hat, tail, bangs, cat\_tail, black\_headwear, blonde\_hair, animal\_ear\_fluff, cat\_girl, mini\_hat, multiple\_tails, two\_tails, brown\_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