
# Dataset of fang/フェン/芬 (Arknights)

This is the dataset of fang/フェン/芬 (Arknights), containing 102 images and their tags.

The core tags of this character are `animal_ears, blue_hair, bangs, long_hair, blue_eyes, horse_ears, glasses, semi-rimless_eyewear, under-rim_eyewear`, 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              |      102 | 132.87 MiB | [Download](https://huggingface.co/datasets/CyberHarem/fang_arknights/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      102 | 74.59 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/fang_arknights/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      248 | 160.43 MiB | [Download](https://huggingface.co/datasets/CyberHarem/fang_arknights/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      102 | 113.86 MiB | [Download](https://huggingface.co/datasets/CyberHarem/fang_arknights/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      248 | 228.96 MiB | [Download](https://huggingface.co/datasets/CyberHarem/fang_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/fang_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 |         8 | ![](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_scarf, holding_cup, looking_at_viewer, official_alternate_costume, solo, black-framed_eyewear, coffee_cup, long_sleeves, nail_polish, simple_background, upper_body, closed_mouth, fur-trimmed_jacket, smile, blue_nails, white_background, black_hair, blue_jacket, blush |
|   1 |        30 | ![](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_jacket, long_sleeves, looking_at_viewer, solo, black_choker, open_jacket, smile, gloves, simple_background, white_background, shirt, closed_mouth, holding_weapon, very_long_hair, dress, tail                                                                             |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | black_scarf   | holding_cup   | looking_at_viewer   | official_alternate_costume   | solo   | black-framed_eyewear   | coffee_cup   | long_sleeves   | nail_polish   | simple_background   | upper_body   | closed_mouth   | fur-trimmed_jacket   | smile   | blue_nails   | white_background   | black_hair   | blue_jacket   | blush   | black_jacket   | black_choker   | open_jacket   | gloves   | shirt   | holding_weapon   | very_long_hair   | dress   | tail   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:--------------|:--------------|:--------------------|:-----------------------------|:-------|:-----------------------|:-------------|:---------------|:--------------|:--------------------|:-------------|:---------------|:---------------------|:--------|:-------------|:-------------------|:-------------|:--------------|:--------|:---------------|:---------------|:--------------|:---------|:--------|:-----------------|:-----------------|:--------|:-------|
|   0 |         8 | ![](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       |                |                |               |          |         |                  |                  |         |        |
|   1 |        30 | ![](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      |


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 fang/フェン/芬 (Arknights)
=================================


This is the dataset of fang/フェン/芬 (Arknights), containing 102 images and their tags.


The core tags of this character are 'animal\_ears, blue\_hair, bangs, long\_hair, blue\_eyes, horse\_ears, glasses, semi-rimless\_eyewear, under-rim\_eyewear', 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
passage: 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