
# Dataset of ifrit/イフリータ/伊芙利特 (Arknights)

This is the dataset of ifrit/イフリータ/伊芙利特 (Arknights), containing 500 images and their tags.

The core tags of this character are `horns, blonde_hair, orange_eyes, twintails, short_hair, demon_horns`, 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 | 805.86 MiB | [Download](https://huggingface.co/datasets/CyberHarem/ifrit_arknights/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      500 | 390.83 MiB | [Download](https://huggingface.co/datasets/CyberHarem/ifrit_arknights/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |     1184 | 832.20 MiB | [Download](https://huggingface.co/datasets/CyberHarem/ifrit_arknights/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      500 | 678.79 MiB | [Download](https://huggingface.co/datasets/CyberHarem/ifrit_arknights/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |     1184 | 1.26 GiB   | [Download](https://huggingface.co/datasets/CyberHarem/ifrit_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/ifrit_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 |         6 | ![](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, short_twintails, simple_background, solo, upper_body, black_choker, looking_at_viewer, low_twintails, parted_bangs, black_dress, closed_mouth, fire                                                                                                                                                            |
|   1 |         9 | ![](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_choker, dress, looking_at_viewer, solo, upper_body, simple_background, white_background, low_twintails, bangs, fire, open_mouth, hand_up                                                                                                                                                                 |
|   2 |        24 | ![](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, solo, black_choker, holding_weapon, fire, cowboy_shot, black_dress, looking_at_viewer, open_mouth, short_dress, tail, :d, striped_dress, standing, hand_up, white_background                                                                                                                                   |
|   3 |        21 | ![](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, solo, black_footwear, looking_at_viewer, black_choker, full_body, holding_weapon, smile, standing, tail, toeless_footwear, short_dress, thigh_strap, fire, oripathy_lesion_(arknights), black_dress, toenail_polish, orange_nails, striped_dress, open_mouth, white_background                                 |
|   4 |         8 | ![](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_choker, solo, looking_at_viewer, low_twintails, short_twintails, simple_background, portrait, :q, hair_between_eyes, smile, upper_body, white_background, bangs                                                                                                                                          |
|   5 |        18 | ![](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, official_alternate_costume, solo, white_bikini, looking_at_viewer, bare_shoulders, navel, oripathy_lesion_(arknights), small_breasts, orange_choker, smile, stomach, cowboy_shot, holding, bare_arms, standing, sarashi, bangs, fire, hair_bun, nail_polish, white_background                                  |
|   6 |         5 | ![](samples/6/clu6-sample0.png) | ![](samples/6/clu6-sample1.png) | ![](samples/6/clu6-sample2.png) | ![](samples/6/clu6-sample3.png) | ![](samples/6/clu6-sample4.png) | 1girl, alternate_costume, pleated_skirt, solo, black_skirt, kneehighs, looking_at_viewer, serafuku, simple_background, white_background, black_footwear, hand_up, short_sleeves, short_twintails, sitting, white_shirt, aged_down, bangs, black_sailor_collar, book, fire, loafers, long_sleeves, thighs, white_socks |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | short_twintails   | simple_background   | solo   | upper_body   | black_choker   | looking_at_viewer   | low_twintails   | parted_bangs   | black_dress   | closed_mouth   | fire   | dress   | white_background   | bangs   | open_mouth   | hand_up   | holding_weapon   | cowboy_shot   | short_dress   | tail   | :d   | striped_dress   | standing   | black_footwear   | full_body   | smile   | toeless_footwear   | thigh_strap   | oripathy_lesion_(arknights)   | toenail_polish   | orange_nails   | portrait   | :q   | hair_between_eyes   | official_alternate_costume   | white_bikini   | bare_shoulders   | navel   | small_breasts   | orange_choker   | stomach   | holding   | bare_arms   | sarashi   | hair_bun   | nail_polish   | alternate_costume   | pleated_skirt   | black_skirt   | kneehighs   | serafuku   | short_sleeves   | sitting   | white_shirt   | aged_down   | black_sailor_collar   | book   | loafers   | long_sleeves   | thighs   | white_socks   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:------------------|:--------------------|:-------|:-------------|:---------------|:--------------------|:----------------|:---------------|:--------------|:---------------|:-------|:--------|:-------------------|:--------|:-------------|:----------|:-----------------|:--------------|:--------------|:-------|:-----|:----------------|:-----------|:-----------------|:------------|:--------|:-------------------|:--------------|:------------------------------|:-----------------|:---------------|:-----------|:-----|:--------------------|:-----------------------------|:---------------|:-----------------|:--------|:----------------|:----------------|:----------|:----------|:------------|:----------|:-----------|:--------------|:--------------------|:----------------|:--------------|:------------|:-----------|:----------------|:----------|:--------------|:------------|:----------------------|:-------|:----------|:---------------|:---------|:--------------|
|   0 |         6 | ![](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      |         |                    |         |              |           |                  |               |               |        |      |                 |            |                  |             |         |                    |               |                               |                  |                |            |      |                     |                              |                |                  |         |                 |                 |           |           |             |           |            |               |                     |                 |               |             |            |                 |           |               |             |                       |        |           |                |          |               |
|   1 |         9 | ![](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         |                  |               |               |        |      |                 |            |                  |             |         |                    |               |                               |                  |                |            |      |                     |                              |                |                  |         |                 |                 |           |           |             |           |            |               |                     |                 |               |             |            |                 |           |               |             |                       |        |           |                |          |               |
|   2 |        24 | ![](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          |                  |             |         |                    |               |                               |                  |                |            |      |                     |                              |                |                  |         |                 |                 |           |           |             |           |            |               |                     |                 |               |             |            |                 |           |               |             |                       |        |           |                |          |               |
|   3 |        21 | ![](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                | X              |            |      |                     |                              |                |                  |         |                 |                 |           |           |             |           |            |               |                     |                 |               |             |            |                 |           |               |             |                       |        |           |                |          |               |
|   4 |         8 | ![](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                   |                              |                |                  |         |                 |                 |           |           |             |           |            |               |                     |                 |               |             |            |                 |           |               |             |                       |        |           |                |          |               |
|   5 |        18 | ![](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             |                     |                 |               |             |            |                 |           |               |             |                       |        |           |                |          |               |
|   6 |         5 | ![](samples/6/clu6-sample0.png) | ![](samples/6/clu6-sample1.png) | ![](samples/6/clu6-sample2.png) | ![](samples/6/clu6-sample3.png) | ![](samples/6/clu6-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 ifrit/イフリータ/伊芙利特 (Arknights)
=======================================


This is the dataset of ifrit/イフリータ/伊芙利特 (Arknights), containing 500 images and their tags.


The core tags of this character are 'horns, blonde\_hair, orange\_eyes, twintails, short\_hair, demon\_horns', 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