
# Dataset of franka/フランカ/芙兰卡 (Arknights)

This is the dataset of franka/フランカ/芙兰卡 (Arknights), containing 282 images and their tags.

The core tags of this character are `animal_ears, long_hair, brown_hair, fox_ears, fox_girl, bangs, tail, animal_ear_fluff, fox_tail, brown_eyes, breasts, large_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              |      282 | 444.83 MiB | [Download](https://huggingface.co/datasets/CyberHarem/franka_arknights/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      282 | 221.81 MiB | [Download](https://huggingface.co/datasets/CyberHarem/franka_arknights/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      692 | 481.92 MiB | [Download](https://huggingface.co/datasets/CyberHarem/franka_arknights/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      282 | 378.85 MiB | [Download](https://huggingface.co/datasets/CyberHarem/franka_arknights/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      692 | 720.22 MiB | [Download](https://huggingface.co/datasets/CyberHarem/franka_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/franka_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 |        17 | ![](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, solo, holding_sword, looking_at_viewer, black_gloves, elbow_gloves, simple_background, white_background, id_card, sheath, short_sleeves, single_thighhigh, black_thighhighs, black_skirt, dress, single_leg_pantyhose, grey_shirt, smile, black_footwear, brown_gloves, mismatched_legwear                                                                         |
|   1 |         7 | ![](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, looking_at_viewer, solo, black_gloves, elbow_gloves, grey_shirt, holding_sword, id_card, short_sleeves, bag, closed_mouth, skirt, smile, upper_body, collared_shirt                                                                                                                                                                                                |
|   2 |         7 | ![](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, closed_mouth, collared_shirt, grey_shirt, looking_at_viewer, simple_background, smile, solo, upper_body, white_background, blush, extra_ears, hair_between_eyes, brown_gloves, lanyard, yellow_eyes                                                                                                                                                                |
|   3 |        26 | ![](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) | black_shirt, 1girl, off_shoulder, sleeveless_shirt, bare_shoulders, solo, collared_shirt, ponytail, long_sleeves, looking_at_viewer, smile, black_gloves, open_jacket, official_alternate_costume, sidelocks, thigh_strap, black_jacket, black_shorts, blush, simple_background, closed_mouth, cowboy_shot, grey_necktie, white_necktie, black_pantyhose, brown_pantyhose |
|   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, crop_top, long_sleeves, midriff, solo, choker, extra_ears, jacket, looking_at_viewer, shirt, holding, navel, pantyhose, simple_background, sitting, smile, open_mouth, shorts, white_background                                                                                                                                                                    |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | solo   | holding_sword   | looking_at_viewer   | black_gloves   | elbow_gloves   | simple_background   | white_background   | id_card   | sheath   | short_sleeves   | single_thighhigh   | black_thighhighs   | black_skirt   | dress   | single_leg_pantyhose   | grey_shirt   | smile   | black_footwear   | brown_gloves   | mismatched_legwear   | bag   | closed_mouth   | skirt   | upper_body   | collared_shirt   | blush   | extra_ears   | hair_between_eyes   | lanyard   | yellow_eyes   | black_shirt   | off_shoulder   | sleeveless_shirt   | bare_shoulders   | ponytail   | long_sleeves   | open_jacket   | official_alternate_costume   | sidelocks   | thigh_strap   | black_jacket   | black_shorts   | cowboy_shot   | grey_necktie   | white_necktie   | black_pantyhose   | brown_pantyhose   | crop_top   | midriff   | choker   | jacket   | shirt   | holding   | navel   | pantyhose   | sitting   | open_mouth   | shorts   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-------|:----------------|:--------------------|:---------------|:---------------|:--------------------|:-------------------|:----------|:---------|:----------------|:-------------------|:-------------------|:--------------|:--------|:-----------------------|:-------------|:--------|:-----------------|:---------------|:---------------------|:------|:---------------|:--------|:-------------|:-----------------|:--------|:-------------|:--------------------|:----------|:--------------|:--------------|:---------------|:-------------------|:-----------------|:-----------|:---------------|:--------------|:-----------------------------|:------------|:--------------|:---------------|:---------------|:--------------|:---------------|:----------------|:------------------|:------------------|:-----------|:----------|:---------|:---------|:--------|:----------|:--------|:------------|:----------|:-------------|:---------|
|   0 |        17 | ![](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                    |       |                |         |              |                  |         |              |                     |           |               |               |                |                    |                  |            |                |               |                              |             |               |                |                |               |                |                 |                   |                   |            |           |          |          |         |           |         |             |           |              |          |
|   1 |         7 | ![](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                |         |              |                     |           |               |               |                |                    |                  |            |                |               |                              |             |               |                |                |               |                |                 |                   |                   |            |           |          |          |         |           |         |             |           |              |          |
|   2 |         7 | ![](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 |        26 | ![](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              | 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        |


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 franka/フランカ/芙兰卡 (Arknights)
======================================


This is the dataset of franka/フランカ/芙兰卡 (Arknights), containing 282 images and their tags.


The core tags of this character are 'animal\_ears, long\_hair, brown\_hair, fox\_ears, fox\_girl, bangs, tail, animal\_ear\_fluff, fox\_tail, brown\_eyes, breasts, large\_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(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