
# Dataset of nine-colored_deer/九色鹿/九色鹿 (Arknights)

This is the dataset of nine-colored_deer/九色鹿/九色鹿 (Arknights), containing 103 images and their tags.

The core tags of this character are `long_hair, multicolored_hair, red_hair, animal_ears, earrings, blue_hair, blue_eyes, deer_ears, very_long_hair, grey_hair, streaked_hair, white_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              |      103 | 268.27 MiB | [Download](https://huggingface.co/datasets/CyberHarem/nine_colored_deer_arknights/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      103 | 110.59 MiB | [Download](https://huggingface.co/datasets/CyberHarem/nine_colored_deer_arknights/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      263 | 233.82 MiB | [Download](https://huggingface.co/datasets/CyberHarem/nine_colored_deer_arknights/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      103 | 213.41 MiB | [Download](https://huggingface.co/datasets/CyberHarem/nine_colored_deer_arknights/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      263 | 388.00 MiB | [Download](https://huggingface.co/datasets/CyberHarem/nine_colored_deer_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/nine_colored_deer_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 |        14 | ![](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, crop_top, midriff, navel, solo, white_skirt, antlers, long_skirt, looking_at_viewer, necklace, stomach, bare_shoulders, armlet, closed_mouth, barefoot, full_body, smile, anklet, strapless_shirt, forehead, bangle, hand_up, simple_background, white_background                          |
|   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, antlers, closed_mouth, crop_top, midriff, navel, shirt, solo, looking_at_viewer, necklace, stomach, strapless, bracelet, cowboy_shot, smile, forehead, jacket_on_shoulders, simple_background, white_background, white_skirt, grey_eyes, hand_up, open_clothes, white_coat, bare_shoulders |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | crop_top   | midriff   | navel   | solo   | white_skirt   | antlers   | long_skirt   | looking_at_viewer   | necklace   | stomach   | bare_shoulders   | armlet   | closed_mouth   | barefoot   | full_body   | smile   | anklet   | strapless_shirt   | forehead   | bangle   | hand_up   | simple_background   | white_background   | shirt   | strapless   | bracelet   | cowboy_shot   | jacket_on_shoulders   | grey_eyes   | open_clothes   | white_coat   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-----------|:----------|:--------|:-------|:--------------|:----------|:-------------|:--------------------|:-----------|:----------|:-----------------|:---------|:---------------|:-----------|:------------|:--------|:---------|:------------------|:-----------|:---------|:----------|:--------------------|:-------------------|:--------|:------------|:-----------|:--------------|:----------------------|:------------|:---------------|:-------------|
|   0 |        14 | ![](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                  |         |             |            |               |                       |             |                |              |
|   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                  | 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 nine-colored\_deer/九色鹿/九色鹿 (Arknights)
=================================================


This is the dataset of nine-colored\_deer/九色鹿/九色鹿 (Arknights), containing 103 images and their tags.


The core tags of this character are 'long\_hair, multicolored\_hair, red\_hair, animal\_ears, earrings, blue\_hair, blue\_eyes, deer\_ears, very\_long\_hair, grey\_hair, streaked\_hair, white\_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