
# Dataset of projekt_red/レッド/红 (Arknights)

This is the dataset of projekt_red/レッド/红 (Arknights), containing 500 images and their tags.

The core tags of this character are `animal_ears, wolf_ears, grey_hair, hair_between_eyes, wolf_girl, yellow_eyes, wolf_tail, tail, bangs, long_hair, 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              |      500 | 817.61 MiB | [Download](https://huggingface.co/datasets/CyberHarem/projekt_red_arknights/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      500 | 389.42 MiB | [Download](https://huggingface.co/datasets/CyberHarem/projekt_red_arknights/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |     1203 | 846.83 MiB | [Download](https://huggingface.co/datasets/CyberHarem/projekt_red_arknights/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      500 | 683.58 MiB | [Download](https://huggingface.co/datasets/CyberHarem/projekt_red_arknights/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |     1203 | 1.30 GiB   | [Download](https://huggingface.co/datasets/CyberHarem/projekt_red_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/projekt_red_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 |         7 | ![](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, ears_through_headwear, hood_up, hooded_jacket, official_alternate_costume, open_jacket, red_jacket, simple_background, solo, white_background, black_one-piece_swimsuit, casual_one-piece_swimsuit, closed_mouth, long_sleeves, looking_at_viewer, blush, cowboy_shot, hands_in_pockets, large_breasts, covered_navel         |
|   1 |         5 | ![](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_one-piece_swimsuit, casual_one-piece_swimsuit, covered_navel, cowboy_shot, ears_through_headwear, hood_up, hooded_jacket, large_breasts, long_sleeves, official_alternate_costume, open_jacket, outdoors, red_jacket, solo, closed_mouth, hands_in_pockets, thigh_strap, blue_sky, day, medium_breasts, unzipped, water |
|   2 |        15 | ![](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, fur-trimmed_hood, hooded_jacket, looking_at_viewer, simple_background, solo, red_jacket, hood_up, portrait, white_background, mask_around_neck, respirator                                                                                                                                                                    |
|   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, fur-trimmed_hood, hooded_jacket, looking_at_viewer, mask_around_neck, open_jacket, red_jacket, solo, upper_body, grey_shirt, simple_background, white_background, parted_lips, hood_down, hood_up                                                                                                                             |
|   4 |        11 | ![](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, black_pants, holding_knife, long_sleeves, red_jacket, solo, grey_shirt, holding_weapon, hooded_jacket, open_jacket, black_footwear, boots, fur-trimmed_hood, looking_at_viewer, mask_around_neck, closed_mouth, cross-laced_footwear                                                                                          |
|   5 |         8 | ![](samples/5/clu5-sample0.png) | ![](samples/5/clu5-sample1.png) | ![](samples/5/clu5-sample2.png) | ![](samples/5/clu5-sample3.png) | ![](samples/5/clu5-sample4.png) | 1girl, black_footwear, black_pants, fur-trimmed_hood, hood_up, hooded_jacket, long_sleeves, red_jacket, solo, full_body, holding_knife, looking_at_viewer, red_coat, standing, grey_dress, holding_weapon, lace-up_boots, simple_background, white_background, bag, mask_around_neck, open_jacket, shirt, throwing_knife             |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | ears_through_headwear   | hood_up   | hooded_jacket   | official_alternate_costume   | open_jacket   | red_jacket   | simple_background   | solo   | white_background   | black_one-piece_swimsuit   | casual_one-piece_swimsuit   | closed_mouth   | long_sleeves   | looking_at_viewer   | blush   | cowboy_shot   | hands_in_pockets   | large_breasts   | covered_navel   | outdoors   | thigh_strap   | blue_sky   | day   | medium_breasts   | unzipped   | water   | fur-trimmed_hood   | portrait   | mask_around_neck   | respirator   | upper_body   | grey_shirt   | parted_lips   | hood_down   | black_pants   | holding_knife   | holding_weapon   | black_footwear   | boots   | cross-laced_footwear   | full_body   | red_coat   | standing   | grey_dress   | lace-up_boots   | bag   | shirt   | throwing_knife   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:------------------------|:----------|:----------------|:-----------------------------|:--------------|:-------------|:--------------------|:-------|:-------------------|:---------------------------|:----------------------------|:---------------|:---------------|:--------------------|:--------|:--------------|:-------------------|:----------------|:----------------|:-----------|:--------------|:-----------|:------|:-----------------|:-----------|:--------|:-------------------|:-----------|:-------------------|:-------------|:-------------|:-------------|:--------------|:------------|:--------------|:----------------|:-----------------|:-----------------|:--------|:-----------------------|:------------|:-----------|:-----------|:-------------|:----------------|:------|:--------|:-----------------|
|   0 |         7 | ![](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 |         5 | ![](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       |                    |            |                    |              |              |              |               |             |               |                 |                  |                  |         |                        |             |            |            |              |                 |       |         |                  |
|   2 |        15 | ![](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            |              |              |               |             |               |                 |                  |                  |         |                        |             |            |            |              |                 |       |         |                  |
|   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             | X           |               |                 |                  |                  |         |                        |             |            |            |              |                 |       |         |                  |
|   4 |        11 | ![](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                | X       | X                      |             |            |            |              |                 |       |         |                  |
|   5 |         8 | ![](samples/5/clu5-sample0.png) | ![](samples/5/clu5-sample1.png) | ![](samples/5/clu5-sample2.png) | ![](samples/5/clu5-sample3.png) | ![](samples/5/clu5-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                |


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 projekt\_red/レッド/红 (Arknights)
=========================================


This is the dataset of projekt\_red/レッド/红 (Arknights), containing 500 images and their tags.


The core tags of this character are 'animal\_ears, wolf\_ears, grey\_hair, hair\_between\_eyes, wolf\_girl, yellow\_eyes, wolf\_tail, tail, bangs, long\_hair, 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(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