
# Dataset of kafka/カフカ/卡夫卡 (Arknights)

This is the dataset of kafka/カフカ/卡夫卡 (Arknights), containing 58 images and their tags.

The core tags of this character are `long_hair, brown_hair, yellow_eyes, bangs, hair_between_eyes, very_long_hair`, 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              |       58 | 90.49 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/kafka_arknights/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |       58 | 44.82 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/kafka_arknights/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      143 | 100.37 MiB | [Download](https://huggingface.co/datasets/CyberHarem/kafka_arknights/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |       58 | 76.56 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/kafka_arknights/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      143 | 150.07 MiB | [Download](https://huggingface.co/datasets/CyberHarem/kafka_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/kafka_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 | ![](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, prison_clothes, smile, solo, white_shirt, chain, orange_jacket, orange_pants, hood_up, looking_at_viewer, shackles, simple_background, white_background, black_hair, closed_mouth, cowboy_shot, holding, nail_polish, official_alternate_costume, red_pants                 |
|   1 |        15 | ![](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, looking_at_viewer, solo, hood_up, holding, simple_background, white_background, blush, grin, green_gloves, black_skirt, white_shirt, black_jacket, coat                                                                                                                     |
|   2 |         9 | ![](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, green_jacket, looking_at_viewer, solo, red_skirt, long_sleeves, red_ribbon, smile, white_socks, black_footwear, bow, full_body, ponytail, brown_eyes, hair_ribbon, holding, box, closed_mouth, gift, official_alternate_costume, shoes, simple_background, white_background |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | prison_clothes   | smile   | solo   | white_shirt   | chain   | orange_jacket   | orange_pants   | hood_up   | looking_at_viewer   | shackles   | simple_background   | white_background   | black_hair   | closed_mouth   | cowboy_shot   | holding   | nail_polish   | official_alternate_costume   | red_pants   | blush   | grin   | green_gloves   | black_skirt   | black_jacket   | coat   | green_jacket   | red_skirt   | long_sleeves   | red_ribbon   | white_socks   | black_footwear   | bow   | full_body   | ponytail   | brown_eyes   | hair_ribbon   | box   | gift   | shoes   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-----------------|:--------|:-------|:--------------|:--------|:----------------|:---------------|:----------|:--------------------|:-----------|:--------------------|:-------------------|:-------------|:---------------|:--------------|:----------|:--------------|:-----------------------------|:------------|:--------|:-------|:---------------|:--------------|:---------------|:-------|:---------------|:------------|:---------------|:-------------|:--------------|:-----------------|:------|:------------|:-----------|:-------------|:--------------|:------|:-------|:--------|
|   0 |         5 | ![](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           |         |        |                |               |                |        |                |             |                |              |               |                  |       |             |            |              |               |       |        |         |
|   1 |        15 | ![](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      |                |             |                |              |               |                  |       |             |            |              |               |       |        |         |
|   2 |         9 | ![](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           | 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 kafka/カフカ/卡夫卡 (Arknights)
====================================


This is the dataset of kafka/カフカ/卡夫卡 (Arknights), containing 58 images and their tags.


The core tags of this character are 'long\_hair, brown\_hair, yellow\_eyes, bangs, hair\_between\_eyes, very\_long\_hair', 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
passage: 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