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---
license: mit
task_categories:
- text-to-image
tags:
- art
- not-for-all-audiences
size_categories:
- n<1K
---
# Dataset of croissant/クロワッサン/可颂 (Arknights)
This is the dataset of croissant/クロワッサン/可颂 (Arknights), containing 202 images and their tags.
The core tags of this character are `horns, orange_hair, green_eyes, long_hair, ahoge, breasts, visor_cap, cow_horns, medium_breasts`, 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 | 202 | 266.75 MiB | [Download](https://huggingface.co/datasets/CyberHarem/croissant_arknights/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 1200 | 202 | 230.96 MiB | [Download](https://huggingface.co/datasets/CyberHarem/croissant_arknights/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 436 | 425.48 MiB | [Download](https://huggingface.co/datasets/CyberHarem/croissant_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/croissant_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 | 16 | ![](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, fur-trimmed_jacket, midriff, navel, open_jacket, white_gloves, black_jacket, black_shorts, collarbone, long_sleeves, open_mouth, solo, crop_top, short_shorts, stomach, :d, fang, looking_at_viewer, cleavage, simple_background, standing, white_background, bare_shoulders, cowboy_shot, hand_up, off_shoulder, blush, groin, hair_between_eyes, holding, thighs, belt, black_gloves, black_sports_bra, short_hair, small_breasts |
| 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, bare_shoulders, belt, black_gloves, black_shorts, crop_top, day, holding, midriff, navel, official_alternate_costume, outdoors, short_shorts, solo, stomach, thigh_strap, twin_braids, :d, goggles_around_neck, looking_at_viewer, motorcycle, open_mouth, bandages, blue_sky, boots, desert, fingerless_gloves, standing, arm_up, black_footwear, cloud, hammer, pouch, thighs |
### Table Version
| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | fur-trimmed_jacket | midriff | navel | open_jacket | white_gloves | black_jacket | black_shorts | collarbone | long_sleeves | open_mouth | solo | crop_top | short_shorts | stomach | :d | fang | looking_at_viewer | cleavage | simple_background | standing | white_background | bare_shoulders | cowboy_shot | hand_up | off_shoulder | blush | groin | hair_between_eyes | holding | thighs | belt | black_gloves | black_sports_bra | short_hair | small_breasts | day | official_alternate_costume | outdoors | thigh_strap | twin_braids | goggles_around_neck | motorcycle | bandages | blue_sky | boots | desert | fingerless_gloves | arm_up | black_footwear | cloud | hammer | pouch |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:---------------------|:----------|:--------|:--------------|:---------------|:---------------|:---------------|:-------------|:---------------|:-------------|:-------|:-----------|:---------------|:----------|:-----|:-------|:--------------------|:-----------|:--------------------|:-----------|:-------------------|:-----------------|:--------------|:----------|:---------------|:--------|:--------|:--------------------|:----------|:---------|:-------|:---------------|:-------------------|:-------------|:----------------|:------|:-----------------------------|:-----------|:--------------|:--------------|:----------------------|:-------------|:-----------|:-----------|:--------|:---------|:--------------------|:---------|:-----------------|:--------|:---------|:--------|
| 0 | 16 | ![](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 | 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 | X | | | | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X |
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