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---
license: mit
task_categories:
- text-to-image
tags:
- art
- not-for-all-audiences
size_categories:
- n<1K
---
# 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 |  |  |  |  |  | 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 |  |  |  |  |  | 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 |  |  |  |  |  | 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 |  |  |  |  |  | 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 |  |  |  |  |  | 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 |  |  |  |  |  | 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 |  |  |  |  |  | 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 |  |  |  |  |  | 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 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | |
| 1 | 7 |  |  |  |  |  | X | X | X | X | X | X | | X | X | | X | X | X | | X | X | X | X | | | | | | | | | | | | | | | | | | | |
| 2 | 11 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | X | X | X | X | | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | |
| 3 | 7 |  |  |  |  |  | X | X | X | X | | X | X | X | X | X | X | | | | X | X | | | | | | X | X | X | X | X | X | | | | | | | | | | |
| 4 | 7 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | X | | X | X | X | X | X | | | | | | X | | X | | | | | | | | | | | | | |
| 5 | 5 |  |  |  |  |  | X | X | | X | X | X | | | X | | | X | X | X | X | | X | | | | | | | | | | | X | X | X | X | | | | | | |
| 6 | 5 |  |  |  |  |  | X | X | | X | X | X | | | X | | | X | X | | X | X | X | | | | | | X | X | | | | X | X | X | | X | X | X | | | |
| 7 | 7 |  |  |  |  |  | X | X | | X | | X | | | X | | | | | | X | | X | | | | | | | X | | | | X | X | X | | X | X | | X | X | X |
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