
# Dataset of may/メイ/梅 (Arknights)

This is the dataset of may/メイ/梅 (Arknights), containing 44 images and their tags.

The core tags of this character are `braid, glasses, long_hair, bangs, twin_braids, hair_ornament, blue_eyes, red-framed_eyewear, pink_hair, hat`, 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              |       44 | 71.67 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/may_arknights/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |       44 | 32.82 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/may_arknights/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      112 | 75.66 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/may_arknights/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |       44 | 60.28 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/may_arknights/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      112 | 118.92 MiB | [Download](https://huggingface.co/datasets/CyberHarem/may_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/may_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 |         7 | ![](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, collared_shirt, sweater_vest, white_shirt, bird, long_sleeves, simple_background, upper_body, white_background, black_necktie, blush, hair_bobbles, looking_at_viewer, smile, gloves, open_mouth, school_uniform                                                                                                             |
|   1 |        11 | ![](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, solo, gloves, smile, white_shirt, full_body, shorts, white_background, jacket_around_waist, looking_at_viewer, open_mouth, simple_background, socks, collared_shirt, holding_gun, necktie, vest, bird, brown_footwear, thighhighs, asymmetrical_legwear, handgun, one_eye_closed, shoes, skirt, aqua_eyes, short_sleeves, standing |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | solo   | collared_shirt   | sweater_vest   | white_shirt   | bird   | long_sleeves   | simple_background   | upper_body   | white_background   | black_necktie   | blush   | hair_bobbles   | looking_at_viewer   | smile   | gloves   | open_mouth   | school_uniform   | full_body   | shorts   | jacket_around_waist   | socks   | holding_gun   | necktie   | vest   | brown_footwear   | thighhighs   | asymmetrical_legwear   | handgun   | one_eye_closed   | shoes   | skirt   | aqua_eyes   | short_sleeves   | standing   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-------|:-----------------|:---------------|:--------------|:-------|:---------------|:--------------------|:-------------|:-------------------|:----------------|:--------|:---------------|:--------------------|:--------|:---------|:-------------|:-----------------|:------------|:---------|:----------------------|:--------|:--------------|:----------|:-------|:-----------------|:-------------|:-----------------------|:----------|:-----------------|:--------|:--------|:------------|:----------------|:-----------|
|   0 |         7 | ![](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                |             |          |                       |         |               |           |        |                  |              |                        |           |                  |         |         |             |                 |            |
|   1 |        11 | ![](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          |


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 may/メイ/梅 (Arknights)
===============================


This is the dataset of may/メイ/梅 (Arknights), containing 44 images and their tags.


The core tags of this character are 'braid, glasses, long\_hair, bangs, twin\_braids, hair\_ornament, blue\_eyes, red-framed\_eyewear, pink\_hair, hat', 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