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---
license: mit
task_categories:
- text-to-image
tags:
- art
- not-for-all-audiences
size_categories:
- n<1K
---
# Dataset of indra/インドラ/因陀罗 (Arknights)
This is the dataset of indra/インドラ/因陀罗 (Arknights), containing 108 images and their tags.
The core tags of this character are `animal_ears, long_hair, tiger_ears, yellow_eyes, grey_hair, tiger_girl, white_hair, scar_on_face, tail, tiger_tail, multicolored_hair, breasts, hair_between_eyes`, 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 | 108 | 192.31 MiB | [Download](https://huggingface.co/datasets/CyberHarem/indra_arknights/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 1200 | 108 | 159.90 MiB | [Download](https://huggingface.co/datasets/CyberHarem/indra_arknights/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 254 | 310.69 MiB | [Download](https://huggingface.co/datasets/CyberHarem/indra_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/indra_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 | 21 | ![](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, black_gloves, black_pants, open_jacket, solo, long_sleeves, looking_at_viewer, chain, green_shirt, scar_on_nose, smile, navel, blue_jacket, holding, red_belt, black_choker, red_footwear |
| 1 | 10 | ![](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, collared_shirt, looking_at_viewer, smile, official_alternate_costume, solo, black_jacket, black_pants, single_braid, striped_necktie, purple_necktie, purple_shirt, simple_background, white_background, black_vest, open_jacket, belt, gloves, scar_on_nose |
| 2 | 6 | ![](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, blush, hetero, nipples, solo_focus, collarbone, completely_nude, navel, pussy, abs, dark-skinned_male, medium_breasts, penis, scar_on_nose, sex, sweat, interracial, lying, mosaic_censoring, multiple_boys, open_mouth, sitting, spread_legs, very_long_hair |
### Table Version
| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | black_gloves | black_pants | open_jacket | solo | long_sleeves | looking_at_viewer | chain | green_shirt | scar_on_nose | smile | navel | blue_jacket | holding | red_belt | black_choker | red_footwear | collared_shirt | official_alternate_costume | black_jacket | single_braid | striped_necktie | purple_necktie | purple_shirt | simple_background | white_background | black_vest | belt | gloves | blush | hetero | nipples | solo_focus | collarbone | completely_nude | pussy | abs | dark-skinned_male | medium_breasts | penis | sex | sweat | interracial | lying | mosaic_censoring | multiple_boys | open_mouth | sitting | spread_legs | very_long_hair |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:---------------|:--------------|:--------------|:-------|:---------------|:--------------------|:--------|:--------------|:---------------|:--------|:--------|:--------------|:----------|:-----------|:---------------|:---------------|:-----------------|:-----------------------------|:---------------|:---------------|:------------------|:-----------------|:---------------|:--------------------|:-------------------|:-------------|:-------|:---------|:--------|:---------|:----------|:-------------|:-------------|:------------------|:--------|:------|:--------------------|:-----------------|:--------|:------|:--------|:--------------|:--------|:-------------------|:----------------|:-------------|:----------|:--------------|:-----------------|
| 0 | 21 | ![](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 | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 1 | 10 | ![](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 | | | | | | | | | | | | | | | | | | | | | |
| 2 | 6 | ![](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 | X | X | X | X |
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