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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, 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 |  |  |  |  |  | 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 |  |  |  |  |  | 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 |  |  |  |  |  | 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 |  |  |  |  |  | 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 |  |  |  |  |  | 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 |  |  |  |  |  | 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 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 1 | 5 |  |  |  |  |  | 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 |  |  |  |  |  | X | | X | X | | | X | X | X | X | | | | | X | | | | | | | | | | | | | X | X | X | X | | | | | | | | | | | | | | | | | | |
| 3 | 8 |  |  |  |  |  | X | | X | X | | X | X | X | X | X | | | | | X | | | | | | | | | | | | | X | | X | | X | X | X | X | | | | | | | | | | | | | | |
| 4 | 11 |  |  |  |  |  | X | | | X | | X | X | | X | | | | X | X | X | | | | | | | | | | | | | X | | X | | | X | | | X | X | X | X | X | X | | | | | | | | |
| 5 | 8 |  |  |  |  |  | X | | X | X | | X | X | X | X | X | | | | X | X | | | | | | | | | | | | | X | | X | | | | | | X | X | X | X | | | X | X | X | X | X | X | X | X |
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