
# Dataset of beanstalk/ビーンストーク/豆苗 (Arknights)

This is the dataset of beanstalk/ビーンストーク/豆苗 (Arknights), containing 188 images and their tags.

The core tags of this character are `animal_ears, long_hair, brown_hair, bangs, braid, hair_between_eyes, ribbon, single_braid, red_eyes, animal_ear_fluff, hairband, tail, hat, green_hairband, ears_through_headwear, hair_ornament`, 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              |      188 | 354.53 MiB | [Download](https://huggingface.co/datasets/CyberHarem/beanstalk_arknights/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      188 | 165.41 MiB | [Download](https://huggingface.co/datasets/CyberHarem/beanstalk_arknights/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      498 | 385.98 MiB | [Download](https://huggingface.co/datasets/CyberHarem/beanstalk_arknights/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      188 | 292.54 MiB | [Download](https://huggingface.co/datasets/CyberHarem/beanstalk_arknights/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      498 | 603.08 MiB | [Download](https://huggingface.co/datasets/CyberHarem/beanstalk_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/beanstalk_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 |        27 | ![](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, long_sleeves, neck_bell, off-shoulder_sweater, official_alternate_costume, solo, white_sweater, looking_at_viewer, bare_shoulders, smile, hairclip, blush, green_dress, simple_background, white_background, closed_mouth, hair_ribbon, hair_over_shoulder, collar, star_(symbol), frills, green_nails, holding_ribbon, sitting, green_ribbon                                                                                                                                                              |
|   1 |        19 | ![](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, yellow_flower, looking_at_viewer, infection_monitor_(arknights), black_headwear, holding, streaked_hair, white_shirt, striped_shirt, :d, open_mouth, green_hair, long_sleeves, simple_background, upper_body, white_background, black_collar, blush, yellow_gloves                                                                                                                                                                                                                                   |
|   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, black_footwear, full_body, infection_monitor_(arknights), yellow_gloves, black_headwear, long_sleeves, looking_at_viewer, shoes, single_glove, smile, solo, black_shorts, fedora, hair_ribbon, id_card, standing, green_ribbon, simple_background, white_background, white_shirt, yellow_socks, collar, crab, crossbow, flower, holding_weapon, vertical-striped_shirt                                                                                                                                     |
|   3 |         5 | ![](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) | 1boy, 1girl, blush, girl_on_top, hetero, mosaic_censoring, penis, solo_focus, spread_legs, green_hair, looking_at_viewer, nipples, smile, cowgirl_position, femdom, infection_monitor_(arknights), navel, off_shoulder, sex, vaginal, :q, bare_legs, bare_shoulders, bottomless, braided_ponytail, collar, completely_nude, crop_top, heart, knees_up, lactation, licking_lips, m_legs, naughty_face, no_panties, open_jacket, open_mouth, pussy, saliva, shirt, side_ponytail, small_breasts, sweat, thigh_strap |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | long_sleeves   | neck_bell   | off-shoulder_sweater   | official_alternate_costume   | solo   | white_sweater   | looking_at_viewer   | bare_shoulders   | smile   | hairclip   | blush   | green_dress   | simple_background   | white_background   | closed_mouth   | hair_ribbon   | hair_over_shoulder   | collar   | star_(symbol)   | frills   | green_nails   | holding_ribbon   | sitting   | green_ribbon   | yellow_flower   | infection_monitor_(arknights)   | black_headwear   | holding   | streaked_hair   | white_shirt   | striped_shirt   | :d   | open_mouth   | green_hair   | upper_body   | black_collar   | yellow_gloves   | black_footwear   | full_body   | shoes   | single_glove   | black_shorts   | fedora   | id_card   | standing   | yellow_socks   | crab   | crossbow   | flower   | holding_weapon   | vertical-striped_shirt   | 1boy   | girl_on_top   | hetero   | mosaic_censoring   | penis   | solo_focus   | spread_legs   | nipples   | cowgirl_position   | femdom   | navel   | off_shoulder   | sex   | vaginal   | :q   | bare_legs   | bottomless   | braided_ponytail   | completely_nude   | crop_top   | heart   | knees_up   | lactation   | licking_lips   | m_legs   | naughty_face   | no_panties   | open_jacket   | pussy   | saliva   | shirt   | side_ponytail   | small_breasts   | sweat   | thigh_strap   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:---------------|:------------|:-----------------------|:-----------------------------|:-------|:----------------|:--------------------|:-----------------|:--------|:-----------|:--------|:--------------|:--------------------|:-------------------|:---------------|:--------------|:---------------------|:---------|:----------------|:---------|:--------------|:-----------------|:----------|:---------------|:----------------|:--------------------------------|:-----------------|:----------|:----------------|:--------------|:----------------|:-----|:-------------|:-------------|:-------------|:---------------|:----------------|:-----------------|:------------|:--------|:---------------|:---------------|:---------|:----------|:-----------|:---------------|:-------|:-----------|:---------|:-----------------|:-------------------------|:-------|:--------------|:---------|:-------------------|:--------|:-------------|:--------------|:----------|:-------------------|:---------|:--------|:---------------|:------|:----------|:-----|:------------|:-------------|:-------------------|:------------------|:-----------|:--------|:-----------|:------------|:---------------|:---------|:---------------|:-------------|:--------------|:--------|:---------|:--------|:----------------|:----------------|:--------|:--------------|
|   0 |        27 | ![](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 |        19 | ![](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               |                  |             |         |                |                |          |           |            |                |        |            |          |                  |                          |        |               |          |                    |         |              |               |           |                    |          |         |                |       |           |      |             |              |                    |                   |            |         |            |             |                |          |                |              |               |         |          |         |                 |                 |         |               |
|   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           | X       | X              | X              | X        | X         | X          | X              | X      | X          | X        | X                | X                        |        |               |          |                    |         |              |               |           |                    |          |         |                |       |           |      |             |              |                    |                   |            |         |            |             |                |          |                |              |               |         |          |         |                 |                 |         |               |
|   3 |         5 | ![](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            | 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 beanstalk/ビーンストーク/豆苗 (Arknights)
===========================================


This is the dataset of beanstalk/ビーンストーク/豆苗 (Arknights), containing 188 images and their tags.


The core tags of this character are 'animal\_ears, long\_hair, brown\_hair, bangs, braid, hair\_between\_eyes, ribbon, single\_braid, red\_eyes, animal\_ear\_fluff, hairband, tail, hat, green\_hairband, ears\_through\_headwear, hair\_ornament', 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