
# Dataset of mostima/モスティマ/莫斯提马 (Arknights)

This is the dataset of mostima/モスティマ/莫斯提马 (Arknights), containing 500 images and their tags.

The core tags of this character are `blue_hair, long_hair, horns, blue_eyes, halo, demon_horns, bangs, wings, hair_between_eyes`, 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              |      500 | 1002.71 MiB | [Download](https://huggingface.co/datasets/CyberHarem/mostima_arknights/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      500 | 456.73 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/mostima_arknights/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |     1305 | 1020.73 MiB | [Download](https://huggingface.co/datasets/CyberHarem/mostima_arknights/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      500 | 824.43 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/mostima_arknights/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |     1305 | 1.57 GiB    | [Download](https://huggingface.co/datasets/CyberHarem/mostima_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/mostima_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, black_jacket, fur-trimmed_jacket, fur_trim, jacket, looking_at_viewer, open_clothes, shirt, simple_background, smile, solo, upper_body, white_background, white_shirt, open_jacket, hood, closed_mouth                                                                                                                                     |
|   1 |        16 | ![](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_jacket, black_shorts, fur_trim, gloves, holding, jacket, long_sleeves, looking_at_viewer, open_clothes, open_jacket, shirt, short_shorts, shorts, smile, solo, staff, white_shirt, holding_staff, cowboy_shot, white_gloves, asymmetrical_gloves, mismatched_gloves, black_gloves, hood, white_background, simple_background, thighs |
|   2 |        18 | ![](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_gloves, dress, gloves, holding, holding_staff, official_alternate_costume, solo, staff, white_dress, elbow_gloves, looking_at_viewer, partially_fingerless_gloves, cowboy_shot, breasts, fingerless_gloves, parted_lips                                                                                                              |
|   3 |         6 | ![](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, black_footwear, black_gloves, boots, dress, full_body, gloves, holding_staff, official_alternate_costume, solo, staff, white_dress, holding, breasts, capelet, closed_mouth, looking_at_viewer, short_sleeves, standing                                                                                                                    |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | black_jacket   | fur-trimmed_jacket   | fur_trim   | jacket   | looking_at_viewer   | open_clothes   | shirt   | simple_background   | smile   | solo   | upper_body   | white_background   | white_shirt   | open_jacket   | hood   | closed_mouth   | black_shorts   | gloves   | holding   | long_sleeves   | short_shorts   | shorts   | staff   | holding_staff   | cowboy_shot   | white_gloves   | asymmetrical_gloves   | mismatched_gloves   | black_gloves   | thighs   | dress   | official_alternate_costume   | white_dress   | elbow_gloves   | partially_fingerless_gloves   | breasts   | fingerless_gloves   | parted_lips   | black_footwear   | boots   | full_body   | capelet   | short_sleeves   | standing   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:---------------|:---------------------|:-----------|:---------|:--------------------|:---------------|:--------|:--------------------|:--------|:-------|:-------------|:-------------------|:--------------|:--------------|:-------|:---------------|:---------------|:---------|:----------|:---------------|:---------------|:---------|:--------|:----------------|:--------------|:---------------|:----------------------|:--------------------|:---------------|:---------|:--------|:-----------------------------|:--------------|:---------------|:------------------------------|:----------|:--------------------|:--------------|:-----------------|:--------|:------------|:----------|:----------------|:-----------|
|   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              |                |          |           |                |                |          |         |                 |               |                |                       |                     |                |          |         |                              |               |                |                               |           |                     |               |                  |         |             |           |                 |            |
|   1 |        16 | ![](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        | X       | X               | X             | X              | X                     | X                   | X              | X        |         |                              |               |                |                               |           |                     |               |                  |         |             |           |                 |            |
|   2 |        18 | ![](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             |                  |         |             |           |                 |            |
|   3 |         6 | ![](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          |


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 mostima/モスティマ/莫斯提马 (Arknights)
=========================================


This is the dataset of mostima/モスティマ/莫斯提马 (Arknights), containing 500 images and their tags.


The core tags of this character are 'blue\_hair, long\_hair, horns, blue\_eyes, halo, demon\_horns, bangs, wings, hair\_between\_eyes', 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