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

# 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, demon_horns, short_hair, short_twintails`, 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 | 797.95 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 | 390.41 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  |     1196 | 832.32 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 | 673.90 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 |     1196 | 1.25 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 |        23 | ![](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_footwear, solo, full_body, toeless_footwear, thigh_strap, looking_at_viewer, toenail_polish, black_choker, smile, holding_weapon, standing, short_dress, black_dress, fire, orange_nails, sandals, oripathy_lesion_(arknights), striped_dress, open_mouth, simple_background, white_background, low_twintails, originium_arts_(arknights), rhine_lab_logo |
|   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, black_dress, cowboy_shot, fire, looking_at_viewer, solo, short_dress, vertical-striped_dress, holding_weapon, nail_polish, thigh_strap, breasts, simple_background, smile, vertical-striped_clothes, originium_arts_(arknights), tail, white_background                                                                                           |
|   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, black_choker, black_dress, solo, vertical-striped_dress, looking_at_viewer, upper_body, vertical-striped_clothes, fire, open_mouth, simple_background, smile, white_background, white_jacket, cowboy_shot, originium_arts_(arknights)                                                                                                                           |
|   3 |        23 | ![](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, looking_at_viewer, solo, black_choker, upper_body, simple_background, dress, white_background                                                                                                                                                                                                                                                                   |
|   4 |         5 | ![](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, simple_background, solo, collarbone, looking_at_viewer, shirt, smile, upper_body, white_background, low_twintails, open_mouth, blush, fire                                                                                                                                                                                                        |
|   5 |        13 | ![](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_choker, long_sleeves, open_jacket, solo, long_hair, black_jacket, black_shorts, simple_background, alternate_costume, cowboy_shot, looking_at_viewer, tail, white_background, thigh_strap, shirt, smile, sports_bra, brown_jacket, crop_top, open_mouth, short_shorts                                                                                     |
|   6 |        29 | ![](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) | bare_shoulders, official_alternate_costume, white_bikini, 1girl, solo, looking_at_viewer, navel, stomach, oripathy_lesion_(arknights), smile, bare_arms, small_breasts, nail_polish, holding, orange_choker, collarbone, single_hair_bun, sarashi, standing, arm_strap, orange_nails, tail, upper_body                                                                 |
|   7 |         5 | ![](samples/7/clu7-sample0.png) | ![](samples/7/clu7-sample1.png) | ![](samples/7/clu7-sample2.png) | ![](samples/7/clu7-sample3.png) | ![](samples/7/clu7-sample4.png) | 1girl, alternate_costume, kneehighs, pleated_skirt, solo, black_skirt, looking_at_viewer, simple_background, white_shirt, white_socks, black_footwear, black_sailor_collar, full_body, loafers, serafuku, short_sleeves, white_background, long_sleeves, low_twintails, sitting, standing                                                                              |
|   8 |         6 | ![](samples/8/clu8-sample0.png) | ![](samples/8/clu8-sample1.png) | ![](samples/8/clu8-sample2.png) | ![](samples/8/clu8-sample3.png) | ![](samples/8/clu8-sample4.png) | 1boy, 1girl, blush, hetero, solo_focus, bar_censor, penis, pussy, bottomless, navel, nipples, sex, small_breasts, vaginal                                                                                                                                                                                                                                              |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | black_footwear   | solo   | full_body   | toeless_footwear   | thigh_strap   | looking_at_viewer   | toenail_polish   | black_choker   | smile   | holding_weapon   | standing   | short_dress   | black_dress   | fire   | orange_nails   | sandals   | oripathy_lesion_(arknights)   | striped_dress   | open_mouth   | simple_background   | white_background   | low_twintails   | originium_arts_(arknights)   | rhine_lab_logo   | cowboy_shot   | vertical-striped_dress   | nail_polish   | breasts   | vertical-striped_clothes   | tail   | upper_body   | white_jacket   | dress   | collarbone   | shirt   | blush   | long_sleeves   | open_jacket   | long_hair   | black_jacket   | black_shorts   | alternate_costume   | sports_bra   | brown_jacket   | crop_top   | short_shorts   | bare_shoulders   | official_alternate_costume   | white_bikini   | navel   | stomach   | bare_arms   | small_breasts   | holding   | orange_choker   | single_hair_bun   | sarashi   | arm_strap   | kneehighs   | pleated_skirt   | black_skirt   | white_shirt   | white_socks   | black_sailor_collar   | loafers   | serafuku   | short_sleeves   | sitting   | 1boy   | hetero   | solo_focus   | bar_censor   | penis   | pussy   | bottomless   | nipples   | sex   | vaginal   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-----------------|:-------|:------------|:-------------------|:--------------|:--------------------|:-----------------|:---------------|:--------|:-----------------|:-----------|:--------------|:--------------|:-------|:---------------|:----------|:------------------------------|:----------------|:-------------|:--------------------|:-------------------|:----------------|:-----------------------------|:-----------------|:--------------|:-------------------------|:--------------|:----------|:---------------------------|:-------|:-------------|:---------------|:--------|:-------------|:--------|:--------|:---------------|:--------------|:------------|:---------------|:---------------|:--------------------|:-------------|:---------------|:-----------|:---------------|:-----------------|:-----------------------------|:---------------|:--------|:----------|:------------|:----------------|:----------|:----------------|:------------------|:----------|:------------|:------------|:----------------|:--------------|:--------------|:--------------|:----------------------|:----------|:-----------|:----------------|:----------|:-------|:---------|:-------------|:-------------|:--------|:--------|:-------------|:----------|:------|:----------|
|   0 |        23 | ![](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            | 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                            |                  | 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              |         |              |         |         |                |               |             |                |                |                     |              |                |            |                |                  |                              |                |         |           |             |                 |           |                 |                   |           |             |             |                 |               |               |               |                       |           |            |                 |           |        |          |              |              |         |         |              |           |       |           |
|   3 |        23 | ![](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       |              |         |         |                |               |             |                |                |                     |              |                |            |                |                  |                              |                |         |           |             |                 |           |                 |                   |           |             |             |                 |               |               |               |                       |           |            |                 |           |        |          |              |              |         |         |              |           |       |           |
|   4 |         5 | ![](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 |        13 | ![](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 |        29 | ![](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           |             |                 |               |               |               |                       |           |            |                 |           |        |          |              |              |         |         |              |           |       |           |
|   7 |         5 | ![](samples/7/clu7-sample0.png) | ![](samples/7/clu7-sample1.png) | ![](samples/7/clu7-sample2.png) | ![](samples/7/clu7-sample3.png) | ![](samples/7/clu7-sample4.png) | X       | X                | X      | X           |                    |               | X                   |                  |                |         |                  | X          |               |               |        |                |           |                               |                 |              | X                   | X                  | X               |                              |                  |               |                          |               |           |                            |        |              |                |         |              |         |         | X              |               |             |                |                | X                   |              |                |            |                |                  |                              |                |         |           |             |                 |           |                 |                   |           |             | X           | X               | X             | X             | X             | X                     | X         | X          | X               | X         |        |          |              |              |         |         |              |           |       |           |
|   8 |         6 | ![](samples/8/clu8-sample0.png) | ![](samples/8/clu8-sample1.png) | ![](samples/8/clu8-sample2.png) | ![](samples/8/clu8-sample3.png) | ![](samples/8/clu8-sample4.png) | X       |                  |        |             |                    |               |                     |                  |                |         |                  |            |               |               |        |                |           |                               |                 |              |                     |                    |                 |                              |                  |               |                          |               |           |                            |        |              |                |         |              |         | X       |                |               |             |                |                |                     |              |                |            |                |                  |                              |                | X       |           |             | X               |           |                 |                   |           |             |             |                 |               |               |               |                       |           |            |                 |           | X      | X        | X            | X            | X       | X       | X            | X         | X     | X         |