
# Dataset of muelsyse/ミュルジス/缪尔赛思 (Arknights)

This is the dataset of muelsyse/ミュルジス/缪尔赛思 (Arknights), containing 353 images and their tags.

The core tags of this character are `long_hair, pointy_ears, bangs, yellow_eyes, very_long_hair, brown_hair, mole, mole_under_eye`, 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              |      353 | 689.63 MiB | [Download](https://huggingface.co/datasets/CyberHarem/muelsyse_arknights/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      353 | 318.71 MiB | [Download](https://huggingface.co/datasets/CyberHarem/muelsyse_arknights/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      877 | 692.69 MiB | [Download](https://huggingface.co/datasets/CyberHarem/muelsyse_arknights/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      353 | 570.43 MiB | [Download](https://huggingface.co/datasets/CyberHarem/muelsyse_arknights/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      877 | 1.08 GiB   | [Download](https://huggingface.co/datasets/CyberHarem/muelsyse_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/muelsyse_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 |        23 | ![](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, looking_at_viewer, black_choker, shirt, white_coat, long_sleeves, open_coat, simple_background, smile, white_background, upper_body, closed_mouth, collarbone, blush, one_eye_closed, open_jacket, white_jacket                                                                                                                                                                                                                                                                                                                                  |
|   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, long_sleeves, looking_at_viewer, open_coat, solo, white_coat, black_choker, closed_mouth, holding_umbrella, smile, cowboy_shot, shirt, brown_eyes, collarbone, dress, infection_monitor_(arknights), outdoors                                                                                                                                                                                                                                                                                                                                          |
|   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) | 1girl, choker, crop_top, looking_at_viewer, midriff, navel, smile, solo, stomach, thighs, ;), bare_shoulders, blue_shorts, green_shirt, long_sleeves, one_eye_closed, open_jacket, short_shorts, white_footwear, white_jacket, bare_legs, breasts, collarbone, full_body, grey_shorts, holding_camera, off_shoulder, simple_background, sneakers, socks, standing, belt, blonde_hair, spaghetti_strap, umbrella, white_background                                                                                                                             |
|   3 |         5 | ![](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, completely_nude, green_hair, nipples, pussy, smile, cleft_of_venus, laurel_crown, looking_at_viewer, navel, simple_background, solo, white_background, armpits, arms_up, black_choker, blush, medium_breasts, stomach, uncensored, blunt_bangs, closed_mouth, collarbone, large_breasts, on_back, open_mouth                                                                                                                                                                                                                                           |
|   4 |         5 | ![](samples/4/clu4-sample0.png) | ![](samples/4/clu4-sample1.png) | ![](samples/4/clu4-sample2.png) | ![](samples/4/clu4-sample3.png) | ![](samples/4/clu4-sample4.png) | bare_shoulders, blush, detached_collar, fake_animal_ears, highleg_leotard, looking_at_viewer, playboy_bunny, rabbit_ears, strapless_leotard, wrist_cuffs, alternate_costume, black_leotard, cleavage, collarbone, laurel_crown, 1girl, blonde_hair, closed_mouth, elf, large_breasts, medium_breasts, pantyhose, rabbit_tail, simple_background, smile, white_background, yellow_bowtie, 2girls, armpits, breasts_out, fake_tail, green_bowtie, hair_ornament, navel_cutout, nipples, one_eye_closed, parted_lips, reflection, solo_focus, thighhighs, thighs |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | solo   | looking_at_viewer   | black_choker   | shirt   | white_coat   | long_sleeves   | open_coat   | simple_background   | smile   | white_background   | upper_body   | closed_mouth   | collarbone   | blush   | one_eye_closed   | open_jacket   | white_jacket   | holding_umbrella   | cowboy_shot   | brown_eyes   | dress   | infection_monitor_(arknights)   | outdoors   | choker   | crop_top   | midriff   | navel   | stomach   | thighs   | ;)   | bare_shoulders   | blue_shorts   | green_shirt   | short_shorts   | white_footwear   | bare_legs   | breasts   | full_body   | grey_shorts   | holding_camera   | off_shoulder   | sneakers   | socks   | standing   | belt   | blonde_hair   | spaghetti_strap   | umbrella   | completely_nude   | green_hair   | nipples   | pussy   | cleft_of_venus   | laurel_crown   | armpits   | arms_up   | medium_breasts   | uncensored   | blunt_bangs   | large_breasts   | on_back   | open_mouth   | detached_collar   | fake_animal_ears   | highleg_leotard   | playboy_bunny   | rabbit_ears   | strapless_leotard   | wrist_cuffs   | alternate_costume   | black_leotard   | cleavage   | elf   | pantyhose   | rabbit_tail   | yellow_bowtie   | 2girls   | breasts_out   | fake_tail   | green_bowtie   | hair_ornament   | navel_cutout   | parted_lips   | reflection   | solo_focus   | thighhighs   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-------|:--------------------|:---------------|:--------|:-------------|:---------------|:------------|:--------------------|:--------|:-------------------|:-------------|:---------------|:-------------|:--------|:-----------------|:--------------|:---------------|:-------------------|:--------------|:-------------|:--------|:--------------------------------|:-----------|:---------|:-----------|:----------|:--------|:----------|:---------|:-----|:-----------------|:--------------|:--------------|:---------------|:-----------------|:------------|:----------|:------------|:--------------|:-----------------|:---------------|:-----------|:--------|:-----------|:-------|:--------------|:------------------|:-----------|:------------------|:-------------|:----------|:--------|:-----------------|:---------------|:----------|:----------|:-----------------|:-------------|:--------------|:----------------|:----------|:-------------|:------------------|:-------------------|:------------------|:----------------|:--------------|:--------------------|:--------------|:--------------------|:----------------|:-----------|:------|:------------|:--------------|:----------------|:---------|:--------------|:------------|:---------------|:----------------|:---------------|:--------------|:-------------|:-------------|:-------------|
|   0 |        23 | ![](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              |                    |               |              |         |                                 |            |          |            |           |         |           |          |      |                  |               |               |                |                  |             |           |             |               |                  |                |            |         |            |        |               |                   |            |                   |              |           |         |                  |                |           |           |                  |              |               |                 |           |              |                   |                    |                   |                 |               |                     |               |                     |                 |            |       |             |               |                 |          |               |             |                |                 |                |               |              |              |              |
|   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          |          |            |           |         |           |          |      |                  |               |               |                |                  |             |           |             |               |                  |                |            |         |            |        |               |                   |            |                   |              |           |         |                  |                |           |           |                  |              |               |                 |           |              |                   |                    |                   |                 |               |                     |               |                     |                 |            |       |             |               |                 |          |               |             |                |                 |                |               |              |              |              |
|   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             | X              | X                | X           | X         | X           | X             | X                | X              | X          | X       | X          | X      | X             | X                 | X          |                   |              |           |         |                  |                |           |           |                  |              |               |                 |           |              |                   |                    |                   |                 |               |                     |               |                     |                 |            |       |             |               |                 |          |               |             |                |                 |                |               |              |              |              |
|   3 |         5 | ![](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                | X            | X             | X               | X         | X            |                   |                    |                   |                 |               |                     |               |                     |                 |            |       |             |               |                 |          |               |             |                |                 |                |               |              |              |              |
|   4 |         5 | ![](samples/4/clu4-sample0.png) | ![](samples/4/clu4-sample1.png) | ![](samples/4/clu4-sample2.png) | ![](samples/4/clu4-sample3.png) | ![](samples/4/clu4-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               | 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 muelsyse/ミュルジス/缪尔赛思 (Arknights)
==========================================


This is the dataset of muelsyse/ミュルジス/缪尔赛思 (Arknights), containing 353 images and their tags.


The core tags of this character are 'long\_hair, pointy\_ears, bangs, yellow\_eyes, very\_long\_hair, brown\_hair, mole, mole\_under\_eye', 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