
# 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 198 images and their tags.

The core tags of this character are `horns, orange_hair, bangs, green_eyes, ahoge, long_hair, breasts, visor_cap, short_hair, cow_horns, fang`, 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              |      198 | 274.40 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). |
| 800              |      198 | 150.58 MiB | [Download](https://huggingface.co/datasets/CyberHarem/croissant_arknights/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      433 | 301.86 MiB | [Download](https://huggingface.co/datasets/CyberHarem/croissant_arknights/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      198 | 236.69 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 |      433 | 440.18 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 |        42 | ![](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) | fur-trimmed_jacket, 1girl, open_jacket, black_jacket, solo, midriff, white_gloves, looking_at_viewer, navel, black_shorts, collarbone, long_sleeves, open_mouth, short_shorts, simple_background, cowboy_shot, crop_top, standing, stomach, white_background, cleavage, small_breasts, hair_between_eyes, holding, belt, black_gloves, :d, medium_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, :d, bare_shoulders, black_shorts, crop_top, midriff, navel, official_alternate_costume, open_mouth, outdoors, short_shorts, stomach, thigh_strap, belt, black_gloves, day, fingerless_gloves, goggles_around_neck, looking_at_viewer, motorcycle, solo, twin_braids, bandaged_arm, blue_sky, cloud, ground_vehicle, holding_hammer, side_braid, standing, arm_up, armpits, binoculars, black_footwear, boots, elbow_gloves, medium_breasts, thighs |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | fur-trimmed_jacket   | 1girl   | open_jacket   | black_jacket   | solo   | midriff   | white_gloves   | looking_at_viewer   | navel   | black_shorts   | collarbone   | long_sleeves   | open_mouth   | short_shorts   | simple_background   | cowboy_shot   | crop_top   | standing   | stomach   | white_background   | cleavage   | small_breasts   | hair_between_eyes   | holding   | belt   | black_gloves   | :d   | medium_breasts   | bare_shoulders   | official_alternate_costume   | outdoors   | thigh_strap   | day   | fingerless_gloves   | goggles_around_neck   | motorcycle   | twin_braids   | bandaged_arm   | blue_sky   | cloud   | ground_vehicle   | holding_hammer   | side_braid   | arm_up   | armpits   | binoculars   | black_footwear   | boots   | elbow_gloves   | thighs   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:---------------------|:--------|:--------------|:---------------|:-------|:----------|:---------------|:--------------------|:--------|:---------------|:-------------|:---------------|:-------------|:---------------|:--------------------|:--------------|:-----------|:-----------|:----------|:-------------------|:-----------|:----------------|:--------------------|:----------|:-------|:---------------|:-----|:-----------------|:-----------------|:-----------------------------|:-----------|:--------------|:------|:--------------------|:----------------------|:-------------|:--------------|:---------------|:-----------|:--------|:-----------------|:-----------------|:-------------|:---------|:----------|:-------------|:-----------------|:--------|:---------------|:---------|
|   0 |        42 | ![](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                |                  |                              |            |               |       |                     |                       |              |               |                |            |         |                  |                  |              |          |           |              |                  |         |                |          |
|   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                | 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 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 198 images and their tags.


The core tags of this character are 'horns, orange\_hair, bangs, green\_eyes, ahoge, long\_hair, breasts, visor\_cap, short\_hair, cow\_horns, fang', 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