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---
license: mit
task_categories:
- text-to-image
tags:
- art
- not-for-all-audiences
size_categories:
- n<1K
---
# Dataset of shamare/シャマレ/巫恋 (Arknights)
This is the dataset of shamare/シャマレ/巫恋 (Arknights), containing 300 images and their tags.
The core tags of this character are `animal_ears, animal_ear_fluff, fox_ears, twintails, pink_hair, fox_girl, tail, fox_tail, hair_between_eyes, hair_ornament, pink_eyes, symbol-shaped_pupils`, 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 | 300 | 531.16 MiB | [Download](https://huggingface.co/datasets/CyberHarem/shamare_arknights/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 1200 | 300 | 444.75 MiB | [Download](https://huggingface.co/datasets/CyberHarem/shamare_arknights/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 750 | 916.58 MiB | [Download](https://huggingface.co/datasets/CyberHarem/shamare_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/shamare_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 | 5 |  |  |  |  |  | 1girl, closed_mouth, looking_at_viewer, simple_background, solo, upper_body, white_background, white_shirt, collared_shirt, diamond-shaped_pupils, id_card, stuffed_animal |
| 1 | 8 |  |  |  |  |  | 1girl, collared_shirt, holding_stuffed_toy, long_sleeves, looking_at_viewer, solo, stuffed_animal, white_shirt, closed_mouth, upper_body, simple_background, white_background, collarbone, heart-shaped_pupils, blush, dress, hugging_object, knife, purple_hair, red_eyes, short_hair, v-shaped_eyebrows |
| 2 | 19 |  |  |  |  |  | 1girl, long_sleeves, looking_at_viewer, solo, white_shirt, closed_mouth, dress, simple_background, white_pantyhose, stuffed_animal, white_background, holding_stuffed_toy, cowboy_shot |
| 3 | 5 |  |  |  |  |  | 1girl, black_footwear, collared_shirt, dress, full_body, long_sleeves, solo, stuffed_animal, white_shirt, bow, burnt_clothes, closed_mouth, high_heels, holding_stuffed_toy, looking_at_viewer, simple_background, standing, white_background, white_pantyhose, frills, holding_book, knife, open_book, puffy_sleeves, shoes, torn_clothes |
| 4 | 12 |  |  |  |  |  | black_dress, black_headwear, official_alternate_costume, 1girl, purple_hair, solo, closed_mouth, looking_at_viewer, purple_eyes, bow, holding_book, mini_hat, butterfly, open_book, puffy_sleeves, skull_hair_ornament |
### Table Version
| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | closed_mouth | looking_at_viewer | simple_background | solo | upper_body | white_background | white_shirt | collared_shirt | diamond-shaped_pupils | id_card | stuffed_animal | holding_stuffed_toy | long_sleeves | collarbone | heart-shaped_pupils | blush | dress | hugging_object | knife | purple_hair | red_eyes | short_hair | v-shaped_eyebrows | white_pantyhose | cowboy_shot | black_footwear | full_body | bow | burnt_clothes | high_heels | standing | frills | holding_book | open_book | puffy_sleeves | shoes | torn_clothes | black_dress | black_headwear | official_alternate_costume | purple_eyes | mini_hat | butterfly | skull_hair_ornament |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:---------------|:--------------------|:--------------------|:-------|:-------------|:-------------------|:--------------|:-----------------|:------------------------|:----------|:-----------------|:----------------------|:---------------|:-------------|:----------------------|:--------|:--------|:-----------------|:--------|:--------------|:-----------|:-------------|:--------------------|:------------------|:--------------|:-----------------|:------------|:------|:----------------|:-------------|:-----------|:---------|:---------------|:------------|:----------------|:--------|:---------------|:--------------|:-----------------|:-----------------------------|:--------------|:-----------|:------------|:----------------------|
| 0 | 5 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 1 | 8 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | | | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | |
| 2 | 19 |  |  |  |  |  | X | X | X | X | X | | X | X | | | | X | X | X | | | | X | | | | | | | X | X | | | | | | | | | | | | | | | | | | | |
| 3 | 5 |  |  |  |  |  | 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 | 12 |  |  |  |  |  | X | X | X | | X | | | | | | | | | | | | | | | | X | | | | | | | | X | | | | | X | X | X | | | X | X | X | X | X | X | X |
|