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---
license: mit
task_categories:
- text-to-image
tags:
- art
- not-for-all-audiences
size_categories:
- n<1K
---

# 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, tail, wolf_tail, 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 | 824.97 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 | 396.38 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  |     1216 | 863.70 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 | 692.67 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 |     1216 | 1.32 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 |        16 | ![](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, fur-trimmed_hood, hooded_jacket, looking_at_viewer, red_jacket, solo, mask_around_neck, open_jacket, simple_background, upper_body, closed_mouth, hood_up, white_background, long_sleeves, grey_shirt                                                                                                                                                        |
|   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, fur-trimmed_hood, holding_knife, hood_up, hooded_jacket, long_sleeves, looking_at_viewer, mask_around_neck, open_jacket, red_jacket, solo, grey_shirt, upper_body, closed_mouth, holding_weapon, v-shaped_eyebrows                                                                                                                                           |
|   2 |         8 | ![](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_pants, boots, fur-trimmed_hood, holding_knife, holding_weapon, hooded_jacket, long_sleeves, red_jacket, solo, black_footwear, cross-laced_footwear, open_jacket, grey_shirt, full_body, looking_at_viewer, hood_down, throwing_knife, coat, mask_around_neck                                                                                           |
|   3 |        33 | ![](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, official_alternate_costume, open_jacket, red_jacket, solo, black_one-piece_swimsuit, hooded_jacket, long_sleeves, ears_through_headwear, hood_up, simple_background, white_background, looking_at_viewer, casual_one-piece_swimsuit, cowboy_shot, closed_mouth, covered_navel, medium_breasts, thigh_strap, blush                                            |
|   4 |         6 | ![](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_one-piece_swimsuit, blue_sky, casual_one-piece_swimsuit, day, hooded_jacket, long_sleeves, official_alternate_costume, open_jacket, outdoors, red_jacket, solo, closed_mouth, cowboy_shot, ears_through_headwear, hood_up, looking_at_viewer, soda_can, holding_can, covered_navel, drink_can, hand_in_pocket, medium_breasts                          |
|   5 |         7 | ![](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_one-piece_swimsuit, ears_through_headwear, hood_up, hooded_jacket, long_sleeves, official_alternate_costume, open_jacket, outdoors, red_jacket, beach_umbrella, blue_sky, casual_one-piece_swimsuit, day, solo, looking_at_viewer, cloud, cowboy_shot, hands_in_pockets, large_breasts, blush, covered_navel, dated, from_side, medium_breasts, thighs |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | fur-trimmed_hood   | hooded_jacket   | looking_at_viewer   | red_jacket   | solo   | mask_around_neck   | open_jacket   | simple_background   | upper_body   | closed_mouth   | hood_up   | white_background   | long_sleeves   | grey_shirt   | holding_knife   | holding_weapon   | v-shaped_eyebrows   | black_pants   | boots   | black_footwear   | cross-laced_footwear   | full_body   | hood_down   | throwing_knife   | coat   | official_alternate_costume   | black_one-piece_swimsuit   | ears_through_headwear   | casual_one-piece_swimsuit   | cowboy_shot   | covered_navel   | medium_breasts   | thigh_strap   | blush   | blue_sky   | day   | outdoors   | soda_can   | holding_can   | drink_can   | hand_in_pocket   | beach_umbrella   | cloud   | hands_in_pockets   | large_breasts   | dated   | from_side   | thighs   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-------------------|:----------------|:--------------------|:-------------|:-------|:-------------------|:--------------|:--------------------|:-------------|:---------------|:----------|:-------------------|:---------------|:-------------|:----------------|:-----------------|:--------------------|:--------------|:--------|:-----------------|:-----------------------|:------------|:------------|:-----------------|:-------|:-----------------------------|:---------------------------|:------------------------|:----------------------------|:--------------|:----------------|:-----------------|:--------------|:--------|:-----------|:------|:-----------|:-----------|:--------------|:------------|:-----------------|:-----------------|:--------|:-------------------|:----------------|:--------|:------------|:---------|
|   0 |        16 | ![](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            |                 |                  |                     |               |         |                  |                        |             |             |                  |        |                              |                            |                         |                             |               |                 |                  |               |         |            |       |            |            |               |             |                  |                  |         |                    |                 |         |             |          |
|   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                   |               |         |                  |                        |             |             |                  |        |                              |                            |                         |                             |               |                 |                  |               |         |            |       |            |            |               |             |                  |                  |         |                    |                 |         |             |          |
|   2 |         8 | ![](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      |                              |                            |                         |                             |               |                 |                  |               |         |            |       |            |            |               |             |                  |                  |         |                    |                 |         |             |          |
|   3 |        33 | ![](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                           | X             | X               | X                | X             | X       |            |       |            |            |               |             |                  |                  |         |                    |                 |         |             |          |
|   4 |         6 | ![](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          | X     | X          | X          | X             | X           | X                |                  |         |                    |                 |         |             |          |
|   5 |         7 | ![](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       | X           | X        |