
# Dataset of pozemka/パゼオンカ/鸿雪 (Arknights)

This is the dataset of pozemka/パゼオンカ/鸿雪 (Arknights), containing 352 images and their tags.

The core tags of this character are `animal_ears, long_hair, pink_hair, breasts, wolf_ears, pink_eyes, wolf_girl, very_long_hair, hair_ornament, braid, animal_ear_fluff, extra_ears, hair_between_eyes, hair_intakes, medium_breasts, bangs`, 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              |      352 | 764.70 MiB | [Download](https://huggingface.co/datasets/CyberHarem/pozemka_arknights/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      352 | 330.49 MiB | [Download](https://huggingface.co/datasets/CyberHarem/pozemka_arknights/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      897 | 736.29 MiB | [Download](https://huggingface.co/datasets/CyberHarem/pozemka_arknights/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      352 | 611.70 MiB | [Download](https://huggingface.co/datasets/CyberHarem/pozemka_arknights/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      897 | 1.16 GiB   | [Download](https://huggingface.co/datasets/CyberHarem/pozemka_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/pozemka_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, bare_shoulders, black_bra, black_gloves, cleavage, hand_up, high-waist_skirt, looking_at_viewer, red_skirt, simple_background, solo, cowboy_shot, holding_envelope, small_breasts, black_background, clothing_cutout, parted_lips, upper_body, ascot, smile |
|   1 |        11 | ![](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, black_bra, black_gloves, cowboy_shot, looking_at_viewer, red_skirt, simple_background, solo, small_breasts, cleavage, high-waist_skirt, elbow_gloves, hand_up, fingerless_gloves, white_background, holding_envelope, thigh_strap                           |
|   2 |         5 | ![](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, black_bra, looking_at_viewer, simple_background, solo, upper_body, white_background, cleavage, white_ascot, portrait, bare_shoulders, earrings, large_breasts, sketch                                                                                       |
|   3 |         8 | ![](samples/3/clu3-sample0.png) | ![](samples/3/clu3-sample1.png) | ![](samples/3/clu3-sample2.png) | ![](samples/3/clu3-sample3.png) | ![](samples/3/clu3-sample4.png) | 1girl, black_dress, simple_background, solo, white_background, cleavage, long_sleeves, looking_at_viewer, large_breasts, parted_lips, blush, smile, white_cape, white_pantyhose                                                                                    |
|   4 |        12 | ![](samples/4/clu4-sample0.png) | ![](samples/4/clu4-sample1.png) | ![](samples/4/clu4-sample2.png) | ![](samples/4/clu4-sample3.png) | ![](samples/4/clu4-sample4.png) | 1girl, long_sleeves, solo, cleavage, looking_at_viewer, holding_cup, black_dress, mug, large_breasts, red_eyes, closed_mouth, hairband, smile, thigh_strap, upper_body                                                                                             |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | bare_shoulders   | black_bra   | black_gloves   | cleavage   | hand_up   | high-waist_skirt   | looking_at_viewer   | red_skirt   | simple_background   | solo   | cowboy_shot   | holding_envelope   | small_breasts   | black_background   | clothing_cutout   | parted_lips   | upper_body   | ascot   | smile   | elbow_gloves   | fingerless_gloves   | white_background   | thigh_strap   | white_ascot   | portrait   | earrings   | large_breasts   | sketch   | black_dress   | long_sleeves   | blush   | white_cape   | white_pantyhose   | holding_cup   | mug   | red_eyes   | closed_mouth   | hairband   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-----------------|:------------|:---------------|:-----------|:----------|:-------------------|:--------------------|:------------|:--------------------|:-------|:--------------|:-------------------|:----------------|:-------------------|:------------------|:--------------|:-------------|:--------|:--------|:---------------|:--------------------|:-------------------|:--------------|:--------------|:-----------|:-----------|:----------------|:---------|:--------------|:---------------|:--------|:-------------|:------------------|:--------------|:------|:-----------|:---------------|:-----------|
|   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 |        11 | ![](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             |               |            |            |                 |          |               |                |         |              |                   |               |       |            |                |            |
|   2 |         5 | ![](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        |               |                |         |              |                   |               |       |            |                |            |
|   3 |         8 | ![](samples/3/clu3-sample0.png) | ![](samples/3/clu3-sample1.png) | ![](samples/3/clu3-sample2.png) | ![](samples/3/clu3-sample3.png) | ![](samples/3/clu3-sample4.png) | X       |                  |             |                | X          |           |                    | X                   |             | X                   | X      |               |                    |                 |                    |                   | X             |              |         | X       |                |                     | X                  |               |               |            |            | X               |          | X             | X              | X       | X            | X                 |               |       |            |                |            |
|   4 |        12 | ![](samples/4/clu4-sample0.png) | ![](samples/4/clu4-sample1.png) | ![](samples/4/clu4-sample2.png) | ![](samples/4/clu4-sample3.png) | ![](samples/4/clu4-sample4.png) | 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 pozemka/パゼオンカ/鸿雪 (Arknights)
=======================================


This is the dataset of pozemka/パゼオンカ/鸿雪 (Arknights), containing 352 images and their tags.


The core tags of this character are 'animal\_ears, long\_hair, pink\_hair, breasts, wolf\_ears, pink\_eyes, wolf\_girl, very\_long\_hair, hair\_ornament, braid, animal\_ear\_fluff, extra\_ears, hair\_between\_eyes, hair\_intakes, medium\_breasts, bangs', 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