
# Dataset of flint/フリント/燧石 (Arknights)

This is the dataset of flint/フリント/燧石 (Arknights), containing 57 images and their tags.

The core tags of this character are `dark_skin, long_hair, dark-skinned_female, blue_eyes, black_hair, hair_between_eyes, bandaid_on_face, bangs, brown_hair`, 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              |       57 | 108.78 MiB | [Download](https://huggingface.co/datasets/CyberHarem/flint_arknights/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |       57 | 51.70 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/flint_arknights/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      145 | 114.14 MiB | [Download](https://huggingface.co/datasets/CyberHarem/flint_arknights/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |       57 | 91.04 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/flint_arknights/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      145 | 179.62 MiB | [Download](https://huggingface.co/datasets/CyberHarem/flint_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/flint_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 |         9 | ![](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, bandaid, hood_up, solo, looking_at_viewer, upper_body, white_shirt, crop_top, midriff, navel, simple_background, jacket, stomach, tattoo, white_background, breasts, open_clothes                                                                                                                                                          |
|   1 |         6 | ![](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_pantyhose, cutoffs, hood_up, looking_at_viewer, midriff, navel, solo, torn_pantyhose, bandaid, jacket, white_shirt, blue_shorts, boxing_gloves, crop_top_overhang, denim_shorts, open_clothes, smile, stomach, tattoo, bandaged_arm, black_belt, black_nails, cowboy_shot, simple_background, standing, white_background, wrist_wrap |
|   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_shirt, jacket, open_clothes, solo, hair_over_one_eye, long_sleeves, smile, bandaid, black_gloves, looking_at_viewer, bird, fingerless_gloves, petals, white_skirt, wisteria                                                                                                                                                          |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | bandaid   | hood_up   | solo   | looking_at_viewer   | upper_body   | white_shirt   | crop_top   | midriff   | navel   | simple_background   | jacket   | stomach   | tattoo   | white_background   | breasts   | open_clothes   | black_pantyhose   | cutoffs   | torn_pantyhose   | blue_shorts   | boxing_gloves   | crop_top_overhang   | denim_shorts   | smile   | bandaged_arm   | black_belt   | black_nails   | cowboy_shot   | standing   | wrist_wrap   | black_shirt   | hair_over_one_eye   | long_sleeves   | black_gloves   | bird   | fingerless_gloves   | petals   | white_skirt   | wisteria   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:----------|:----------|:-------|:--------------------|:-------------|:--------------|:-----------|:----------|:--------|:--------------------|:---------|:----------|:---------|:-------------------|:----------|:---------------|:------------------|:----------|:-----------------|:--------------|:----------------|:--------------------|:---------------|:--------|:---------------|:-------------|:--------------|:--------------|:-----------|:-------------|:--------------|:--------------------|:---------------|:---------------|:-------|:--------------------|:---------|:--------------|:-----------|
|   0 |         9 | ![](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 |         6 | ![](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               | 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          |


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 flint/フリント/燧石 (Arknights)
====================================


This is the dataset of flint/フリント/燧石 (Arknights), containing 57 images and their tags.


The core tags of this character are 'dark\_skin, long\_hair, dark-skinned\_female, blue\_eyes, black\_hair, hair\_between\_eyes, bandaid\_on\_face, bangs, brown\_hair', 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