|
--- |
|
license: mit |
|
task_categories: |
|
- text-to-image |
|
tags: |
|
- art |
|
- not-for-all-audiences |
|
size_categories: |
|
- n<1K |
|
--- |
|
|
|
# Dataset of Sora/ソラ (Beast Tamer) |
|
|
|
This is the dataset of Sora/ソラ (Beast Tamer), containing 359 images and their tags. |
|
|
|
The core tags of this character are `blonde_hair, hair_ornament, blue_eyes, hair_flower, ponytail, 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 | Images-others | Images-head | |
|
|:-----------------|---------:|:-----------|:-----------------------------------------------------------------------------------------------------------------|:-----------|:---------------------------------------------------------------------|:----------------|:--------------| |
|
| raw | 359 | 269.69 MiB | [Download](https://huggingface.co/datasets/CyberHarem/sora_beasttamer/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). | -- | -- | |
|
| stage3-p480-1200 | 694 | 470.60 MiB | [Download](https://huggingface.co/datasets/CyberHarem/sora_beasttamer/resolve/main/dataset-stage3-p480-1200.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. | 265 | 429 | |
|
|
|
### 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/sora_beasttamer', |
|
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 | 8 |  |  |  |  |  | 2girls, bare_shoulders, collarbone, open_mouth, red_hair, white_background, :d, blue_flower, white_dress, head_out_of_frame, braid | |
|
| 1 | 16 |  |  |  |  |  | 1girl, bare_shoulders, closed_mouth, collarbone, solo, upper_body, looking_at_viewer, blue_flower, blush, white_dress, smile | |
|
| 2 | 7 |  |  |  |  |  | 1girl, bare_shoulders, collarbone, looking_at_viewer, open_mouth, solo, blue_flower, blush, upper_body, medium_hair, rose, white_dress | |
|
| 3 | 6 |  |  |  |  |  | 1girl, bare_shoulders, braid, collarbone, open_mouth, solo, upper_body, blue_flower, blush, dress, rose, sweatdrop | |
|
| 4 | 9 |  |  |  |  |  | 1girl, :d, bare_shoulders, collarbone, open_mouth, solo, upper_body, white_dress, braid, looking_at_viewer, blue_rose, off_shoulder | |
|
| 5 | 5 |  |  |  |  |  | 1girl, blue_rose, collarbone, solo, white_dress, magic_circle, bare_shoulders, closed_mouth, wings | |
|
| 6 | 5 |  |  |  |  |  | 1boy, 1girl, bare_shoulders, blue_flower, collarbone, solo_focus, closed_mouth, looking_at_viewer, rose, white_dress, indoors, white_shirt | |
|
| 7 | 8 |  |  |  |  |  | 1girl, closed_eyes, flower, head_only, open_mouth, outdoors, tree, solo, streaming_tears, 1boy, :<, braid, fingerless_gloves, frown, hug, sad | |
|
|
|
### Table Version |
|
|
|
| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 2girls | bare_shoulders | collarbone | open_mouth | red_hair | white_background | :d | blue_flower | white_dress | head_out_of_frame | braid | 1girl | closed_mouth | solo | upper_body | looking_at_viewer | blush | smile | medium_hair | rose | dress | sweatdrop | blue_rose | off_shoulder | magic_circle | wings | 1boy | solo_focus | indoors | white_shirt | closed_eyes | flower | head_only | outdoors | tree | streaming_tears | :< | fingerless_gloves | frown | hug | sad | |
|
|----:|----------:|:--------------------------------------------------------------------------------------------------------|:--------------------------------------------------------------------------------------------------------|:--------------------------------------------------------------------------------------------------------|:--------------------------------------------------------------------------------------------------------|:--------------------------------------------------------------------------------------------------------|:---------|:-----------------|:-------------|:-------------|:-----------|:-------------------|:-----|:--------------|:--------------|:--------------------|:--------|:--------|:---------------|:-------|:-------------|:--------------------|:--------|:--------|:--------------|:-------|:--------|:------------|:------------|:---------------|:---------------|:--------|:-------|:-------------|:----------|:--------------|:--------------|:---------|:------------|:-----------|:-------|:------------------|:-----|:--------------------|:--------|:------|:------| |
|
| 0 | 8 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
|
| 1 | 16 |  |  |  |  |  | | X | X | | | | | X | X | | | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | |
|
| 2 | 7 |  |  |  |  |  | | X | X | X | | | | X | X | | | X | | X | X | X | X | | X | X | | | | | | | | | | | | | | | | | | | | | | |
|
| 3 | 6 |  |  |  |  |  | | X | X | X | | | | X | | | X | X | | X | X | | X | | | X | X | X | | | | | | | | | | | | | | | | | | | | |
|
| 4 | 9 |  |  |  |  |  | | X | X | X | | | X | | X | | X | X | | X | X | X | | | | | | | X | X | | | | | | | | | | | | | | | | | | |
|
| 5 | 5 |  |  |  |  |  | | X | X | | | | | | X | | | X | X | X | | | | | | | | | X | | X | X | | | | | | | | | | | | | | | | |
|
| 6 | 5 |  |  |  |  |  | | X | X | | | | | X | X | | | X | X | | | X | | | | X | | | | | | | X | X | X | X | | | | | | | | | | | | |
|
| 7 | 8 |  |  |  |  |  | | | | X | | | | | | | X | X | | X | | | | | | | | | | | | | X | | | | X | X | X | X | X | X | X | X | X | X | X | |
|
|
|
|
