
# Dataset of whisperain/ウィスパーレイン/絮雨 (Arknights)

This is the dataset of whisperain/ウィスパーレイン/絮雨 (Arknights), containing 264 images and their tags.

The core tags of this character are `eyepatch, breasts, purple_hair, hair_ornament, hair_over_one_eye, purple_eyes, x_hair_ornament, bangs, medical_eyepatch, large_breasts, long_hair, short_hair, hat, blue_eyes`, 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              |      264 | 546.90 MiB | [Download](https://huggingface.co/datasets/CyberHarem/whisperain_arknights/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      264 | 237.82 MiB | [Download](https://huggingface.co/datasets/CyberHarem/whisperain_arknights/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      673 | 541.66 MiB | [Download](https://huggingface.co/datasets/CyberHarem/whisperain_arknights/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      264 | 442.49 MiB | [Download](https://huggingface.co/datasets/CyberHarem/whisperain_arknights/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      673 | 876.39 MiB | [Download](https://huggingface.co/datasets/CyberHarem/whisperain_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/whisperain_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 |         6 | ![](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, bare_shoulders, detached_sleeves, looking_at_viewer, simple_background, solo, white_gloves, white_headwear, black_dress, long_sleeves, nurse_cap, upper_body, white_background, parted_lips                                                                                                           |
|   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, bare_shoulders, black_dress, detached_sleeves, looking_at_viewer, one_eye_covered, solo, nurse_cap, upper_body, white_background, closed_mouth, simple_background, cleavage, detached_collar, white_headwear                                                                                          |
|   2 |        11 | ![](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, bare_shoulders, black_dress, detached_sleeves, looking_at_viewer, solo, white_gloves, white_headwear, long_sleeves, nurse_cap, one_eye_covered, two-tone_dress, cleavage, closed_mouth, detached_collar, simple_background, white_dress, upper_body, white_background, gradient_background, grey_hair |
|   3 |         7 | ![](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) | 1girl, bare_shoulders, black_dress, detached_sleeves, long_sleeves, looking_at_viewer, solo, white_gloves, black_umbrella, closed_mouth, holding_umbrella, white_headwear, one_eye_covered, very_long_hair, rain, grey_hair, nurse_cap, pantyhose                                                            |
|   4 |         7 | ![](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, bare_shoulders, black_dress, detached_sleeves, holding_umbrella, looking_at_viewer, solo, white_gloves, long_sleeves, simple_background, upper_body, white_background, one_eye_covered, white_headwear, closed_mouth, grey_hair, parted_lips                                                          |
|   5 |         5 | ![](samples/5/clu5-sample0.png) | ![](samples/5/clu5-sample1.png) | ![](samples/5/clu5-sample2.png) | ![](samples/5/clu5-sample3.png) | ![](samples/5/clu5-sample4.png) | 1girl, bare_shoulders, black_gloves, elbow_gloves, parted_lips, solo, upper_body, looking_at_viewer, official_alternate_costume, one_eye_covered, black_dress, cleavage, hand_up, simple_background, white_background                                                                                        |
|   6 |         5 | ![](samples/6/clu6-sample0.png) | ![](samples/6/clu6-sample1.png) | ![](samples/6/clu6-sample2.png) | ![](samples/6/clu6-sample3.png) | ![](samples/6/clu6-sample4.png) | 1girl, bare_shoulders, black_dress, black_gloves, holding_umbrella, looking_at_viewer, official_alternate_costume, one_eye_covered, solo, cleavage, closed_mouth, elbow_gloves, shawl, upper_body, oil-paper_umbrella, simple_background, smile, black_umbrella, white_background                            |
|   7 |         7 | ![](samples/7/clu7-sample0.png) | ![](samples/7/clu7-sample1.png) | ![](samples/7/clu7-sample2.png) | ![](samples/7/clu7-sample3.png) | ![](samples/7/clu7-sample4.png) | 1girl, bare_shoulders, black_dress, black_gloves, elbow_gloves, feather_boa, holding_umbrella, official_alternate_costume, oil-paper_umbrella, solo, looking_at_viewer, cleavage, cowboy_shot, one_eye_covered, shawl, syringe                                                                               |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | bare_shoulders   | detached_sleeves   | looking_at_viewer   | simple_background   | solo   | white_gloves   | white_headwear   | black_dress   | long_sleeves   | nurse_cap   | upper_body   | white_background   | parted_lips   | one_eye_covered   | closed_mouth   | cleavage   | detached_collar   | two-tone_dress   | white_dress   | gradient_background   | grey_hair   | black_umbrella   | holding_umbrella   | very_long_hair   | rain   | pantyhose   | black_gloves   | elbow_gloves   | official_alternate_costume   | hand_up   | shawl   | oil-paper_umbrella   | smile   | feather_boa   | cowboy_shot   | syringe   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-----------------|:-------------------|:--------------------|:--------------------|:-------|:---------------|:-----------------|:--------------|:---------------|:------------|:-------------|:-------------------|:--------------|:------------------|:---------------|:-----------|:------------------|:-----------------|:--------------|:----------------------|:------------|:-----------------|:-------------------|:-----------------|:-------|:------------|:---------------|:---------------|:-----------------------------|:----------|:--------|:---------------------|:--------|:--------------|:--------------|:----------|
|   0 |         6 | ![](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             |                   |                |            |                   |                  |               |                       |             |                  |                    |                  |        |             |                |                |                              |           |         |                      |         |               |               |           |
|   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 |        11 | ![](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           |                  |                    |                  |        |             |                |                |                              |           |         |                      |         |               |               |           |
|   3 |         7 | ![](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           |                |                |                              |           |         |                      |         |               |               |           |
|   4 |         7 | ![](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                  |                  |        |             |                |                |                              |           |         |                      |         |               |               |           |
|   5 |         5 | ![](samples/5/clu5-sample0.png) | ![](samples/5/clu5-sample1.png) | ![](samples/5/clu5-sample2.png) | ![](samples/5/clu5-sample3.png) | ![](samples/5/clu5-sample4.png) | X       | X                |                    | X                   | X                   | X      |                |                  | X             |                |             | X            | X                  | X             | X                 |                | X          |                   |                  |               |                       |             |                  |                    |                  |        |             | X              | X              | X                            | X         |         |                      |         |               |               |           |
|   6 |         5 | ![](samples/6/clu6-sample0.png) | ![](samples/6/clu6-sample1.png) | ![](samples/6/clu6-sample2.png) | ![](samples/6/clu6-sample3.png) | ![](samples/6/clu6-sample4.png) | X       | X                |                    | X                   | X                   | X      |                |                  | X             |                |             | X            | X                  |               | X                 | X              | X          |                   |                  |               |                       |             | X                | X                  |                  |        |             | X              | X              | X                            |           | X       | X                    | X       |               |               |           |
|   7 |         7 | ![](samples/7/clu7-sample0.png) | ![](samples/7/clu7-sample1.png) | ![](samples/7/clu7-sample2.png) | ![](samples/7/clu7-sample3.png) | ![](samples/7/clu7-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 whisperain/ウィスパーレイン/絮雨 (Arknights)
=============================================


This is the dataset of whisperain/ウィスパーレイン/絮雨 (Arknights), containing 264 images and their tags.


The core tags of this character are 'eyepatch, breasts, purple\_hair, hair\_ornament, hair\_over\_one\_eye, purple\_eyes, x\_hair\_ornament, bangs, medical\_eyepatch, large\_breasts, long\_hair, short\_hair, hat, blue\_eyes', 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