File size: 11,416 Bytes
74367c9 |
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 77 |
---
license: mit
task_categories:
- text-to-image
tags:
- art
- not-for-all-audiences
size_categories:
- n<1K
---
# Dataset of Amaia/アマイア/阿玛雅 (Arknights)
This is the dataset of Amaia/アマイア/阿玛雅 (Arknights), containing 25 images and their tags.
The core tags of this character are `black_hair, black_headwear, earrings, hat, short_hair, grey_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 | Images-others | Images-head |
|:-----------------|---------:|:----------|:-----------------------------------------------------------------------------------------------------------------|:-----------|:---------------------------------------------------------------------|:----------------|:--------------|
| raw | 25 | 57.62 MiB | [Download](https://huggingface.co/datasets/CyberHarem/amaia_arknights/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). | -- | -- |
| stage3-p180-1200 | 68 | 86.24 MiB | [Download](https://huggingface.co/datasets/CyberHarem/amaia_arknights/resolve/main/dataset-stage3-p180-1200.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 180x180 pixels. | 39 | 29 |
### 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/amaia_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 | 9 |  |  |  |  |  | long_sleeves, solo, white_shirt, black_footwear, full_body, holding_cane, black_skirt, flower, standing, high_heels, 1boy, male_focus, necklace, 1girl, black_jacket, choker, dutch_angle, looking_at_viewer, outdoors |
| 1 | 8 |  |  |  |  |  | 1boy, long_sleeves, looking_at_viewer, male_focus, necklace, solo, white_shirt, black_choker, parted_lips, black_pants, dutch_angle, flower, ring, black_jacket, cowboy_shot, gloves, holding |
| 2 | 8 |  |  |  |  |  | black_choker, looking_at_viewer, necklace, white_shirt, 1girl, solo, upper_body, black_jacket, parted_lips, 1boy, male_focus, mole_under_eye, white_flower |
### Table Version
| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | long_sleeves | solo | white_shirt | black_footwear | full_body | holding_cane | black_skirt | flower | standing | high_heels | 1boy | male_focus | necklace | 1girl | black_jacket | choker | dutch_angle | looking_at_viewer | outdoors | black_choker | parted_lips | black_pants | ring | cowboy_shot | gloves | holding | upper_body | mole_under_eye | white_flower |
|----:|----------:|:--------------------------------------------------------------------------------------------------------|:--------------------------------------------------------------------------------------------------------|:--------------------------------------------------------------------------------------------------------|:--------------------------------------------------------------------------------------------------------|:--------------------------------------------------------------------------------------------------------|:---------------|:-------|:--------------|:-----------------|:------------|:---------------|:--------------|:---------|:-----------|:-------------|:-------|:-------------|:-----------|:--------|:---------------|:---------|:--------------|:--------------------|:-----------|:---------------|:--------------|:--------------|:-------|:--------------|:---------|:----------|:-------------|:-----------------|:---------------|
| 0 | 9 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | |
| 1 | 8 |  |  |  |  |  | X | X | X | | | | | X | | | X | X | X | | X | | X | X | | X | X | X | X | X | X | X | | | |
| 2 | 8 |  |  |  |  |  | | X | X | | | | | | | | X | X | X | X | X | | | X | | X | X | | | | | | X | X | X |
|