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---
license: mit
task_categories:
- text-to-image
tags:
- art
- not-for-all-audiences
size_categories:
- n<1K
---
# 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, wings, detached_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 | 999.23 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 | 455.20 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 | 1299 | 1012.26 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 | 821.53 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 | 1299 | 1.56 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 | 10 |  |  |  |  |  | 1girl, black_jacket, black_shorts, long_sleeves, looking_at_viewer, open_jacket, solo, white_shirt, closed_mouth, cowboy_shot, smile, white_background, black_gloves, holding_staff, short_shorts, simple_background, fur-trimmed_jacket, asymmetrical_gloves, hood, white_gloves |
| 1 | 44 |  |  |  |  |  | 1girl, solo, upper_body, black_jacket, white_shirt, looking_at_viewer, simple_background, open_jacket, smile, fur-trimmed_jacket, white_background, closed_mouth, hood, long_sleeves, white_gloves |
| 2 | 15 |  |  |  |  |  | 1girl, black_gloves, official_alternate_costume, solo, white_dress, holding_staff, cowboy_shot, elbow_gloves, looking_at_viewer, medium_breasts, capelet, closed_mouth, parted_lips, partially_fingerless_gloves |
| 3 | 7 |  |  |  |  |  | 1girl, black_gloves, holding_staff, official_alternate_costume, solo, white_dress, closed_mouth, looking_at_viewer, elbow_gloves, partially_fingerless_gloves, energy_wings, feet_out_of_frame |
| 4 | 5 |  |  |  |  |  | 1girl, black_gloves, holding_staff, official_alternate_costume, solo, white_dress, black_footwear, full_body, looking_at_viewer, short_sleeves, smile, boots, medium_breasts, closed_mouth, elbow_gloves, energy_wings, standing |
### Table Version
| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | black_jacket | black_shorts | long_sleeves | looking_at_viewer | open_jacket | solo | white_shirt | closed_mouth | cowboy_shot | smile | white_background | black_gloves | holding_staff | short_shorts | simple_background | fur-trimmed_jacket | asymmetrical_gloves | hood | white_gloves | upper_body | official_alternate_costume | white_dress | elbow_gloves | medium_breasts | capelet | parted_lips | partially_fingerless_gloves | energy_wings | feet_out_of_frame | black_footwear | full_body | short_sleeves | boots | standing |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:---------------|:---------------|:---------------|:--------------------|:--------------|:-------|:--------------|:---------------|:--------------|:--------|:-------------------|:---------------|:----------------|:---------------|:--------------------|:---------------------|:----------------------|:-------|:---------------|:-------------|:-----------------------------|:--------------|:---------------|:-----------------|:----------|:--------------|:------------------------------|:---------------|:--------------------|:-----------------|:------------|:----------------|:--------|:-----------|
| 0 | 10 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | |
| 1 | 44 |  |  |  |  |  | X | X | | X | X | X | X | X | X | | X | X | | | | X | X | | X | X | X | | | | | | | | | | | | | | |
| 2 | 15 |  |  |  |  |  | X | | | | X | | X | | X | X | | | X | X | | | | | | | | X | X | X | X | X | X | X | | | | | | | |
| 3 | 7 |  |  |  |  |  | X | | | | X | | X | | X | | | | X | X | | | | | | | | X | X | X | | | | X | X | X | | | | | |
| 4 | 5 |  |  |  |  |  | X | | | | X | | X | | X | | X | | X | X | | | | | | | | X | X | X | X | | | | X | | X | X | X | X | X |
|