File size: 6,636 Bytes
3c29ecb 7196c76 3c29ecb 7196c76 3c29ecb 7196c76 3c29ecb 7196c76 3c29ecb 7196c76 3c29ecb |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 |
---
license: mit
task_categories:
- text-to-image
tags:
- art
- not-for-all-audiences
size_categories:
- n<1K
---
# Dataset of Kristen Wright (Arknights)
This is the dataset of Kristen Wright (Arknights), containing 85 images and their tags.
The core tags of this character are `long_hair, animal_ears, blonde_hair, dog_ears, dog_girl, hairband, blue_eyes, black_hairband, floppy_ears, breasts, very_long_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 | 85 | 144.50 MiB | [Download](https://huggingface.co/datasets/CyberHarem/kristen_arknights/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 1200 | 85 | 118.98 MiB | [Download](https://huggingface.co/datasets/CyberHarem/kristen_arknights/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 197 | 228.45 MiB | [Download](https://huggingface.co/datasets/CyberHarem/kristen_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/kristen_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 | 13 |  |  |  |  |  | 1girl, long_sleeves, solo, simple_background, looking_at_viewer, brown_jacket, closed_mouth, coat, smile, white_background, pants, sketch, upper_body, black_shirt, open_jacket |
| 1 | 6 |  |  |  |  |  | 1girl, cleavage, dog_tail, looking_at_viewer, simple_background, solo, white_background, off_shoulder, alternate_costume, long_sleeves, medium_breasts, black_collar, cowboy_shot, dress, sitting |
### Table Version
| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | long_sleeves | solo | simple_background | looking_at_viewer | brown_jacket | closed_mouth | coat | smile | white_background | pants | sketch | upper_body | black_shirt | open_jacket | cleavage | dog_tail | off_shoulder | alternate_costume | medium_breasts | black_collar | cowboy_shot | dress | sitting |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:---------------|:-------|:--------------------|:--------------------|:---------------|:---------------|:-------|:--------|:-------------------|:--------|:---------|:-------------|:--------------|:--------------|:-----------|:-----------|:---------------|:--------------------|:-----------------|:---------------|:--------------|:--------|:----------|
| 0 | 13 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | |
| 1 | 6 |  |  |  |  |  | X | X | X | X | X | | | | | X | | | | | | X | X | X | X | X | X | X | X | X |
|