Datasets:
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---
license: mit
task_categories:
- text-to-image
tags:
- art
- not-for-all-audiences
size_categories:
- n<1K
---
# Dataset of akagi/赤城/赤城 (Kantai Collection)
This is the dataset of akagi/赤城/赤城 (Kantai Collection), containing 500 images and their tags.
The core tags of this character are `long_hair, brown_hair, brown_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 | 500 | 493.07 MiB | [Download](https://huggingface.co/datasets/CyberHarem/akagi_kantaicollection/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800 | 500 | 323.95 MiB | [Download](https://huggingface.co/datasets/CyberHarem/akagi_kantaicollection/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-800 | 1090 | 628.41 MiB | [Download](https://huggingface.co/datasets/CyberHarem/akagi_kantaicollection/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
| 1200 | 500 | 451.62 MiB | [Download](https://huggingface.co/datasets/CyberHarem/akagi_kantaicollection/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 1090 | 824.66 MiB | [Download](https://huggingface.co/datasets/CyberHarem/akagi_kantaicollection/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/akagi_kantaicollection',
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 | 17 |  |  |  |  |  | 1girl, arrow_(projectile), bow_(weapon), muneate, solo, quiver, tasuki, white_thighhighs, yugake, hakama_short_skirt, single_glove, flight_deck, looking_at_viewer, white_background, smile |
| 1 | 7 |  |  |  |  |  | 1girl, arrow_(projectile), flight_deck, hakama_short_skirt, holding_bow_(weapon), muneate, quiver, single_glove, solo, straight_hair, tasuki, yugake, brown_gloves, red_hakama, white_background, looking_at_viewer, simple_background, smile, red_skirt, thighhighs |
| 2 | 6 |  |  |  |  |  | 1girl, arrow_(projectile), bow_(weapon), japanese_clothes, muneate, skirt, solo, white_thighhighs, yugake, smile, flight_deck, tasuki, white_background, looking_at_viewer, quiver |
| 3 | 10 |  |  |  |  |  | 1girl, aiming, drawing_bow, muneate, single_glove, solo, yugake, tasuki, kyuudou, outstretched_arm, holding_arrow, hakama_short_skirt, quiver, flight_deck |
| 4 | 5 |  |  |  |  |  | 1girl, hakama_short_skirt, looking_at_viewer, muneate, simple_background, smile, solo, straight_hair, tasuki, white_background, cowboy_shot, red_hakama, twitter_username |
| 5 | 6 |  |  |  |  |  | 1girl, japanese_clothes, muneate, simple_background, solo, tasuki, upper_body, white_background, looking_at_viewer, smile, blush |
| 6 | 15 |  |  |  |  |  | 1girl, japanese_clothes, muneate, solo, chopsticks, rice_on_face, eating, looking_at_viewer, rice_bowl, smile, blush |
| 7 | 6 |  |  |  |  |  | 1girl, food, looking_at_viewer, muneate, rice_bowl, solo, chopsticks, white_thighhighs, eating, hakama_skirt |
| 8 | 12 |  |  |  |  |  | 1girl, solo, alternate_costume, black_serafuku, looking_at_viewer, pleated_skirt, white_neckerchief, black_skirt, smile, straight_hair, white_background, black_sailor_collar, cowboy_shot, short_sleeves, simple_background, black_shirt |
| 9 | 6 |  |  |  |  |  | 1girl, alternate_costume, red_kimono, solo, blush, hair_flower, looking_at_viewer, floral_print, obi, smile, hair_between_eyes, open_mouth, upper_body |
### Table Version
| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | arrow_(projectile) | bow_(weapon) | muneate | solo | quiver | tasuki | white_thighhighs | yugake | hakama_short_skirt | single_glove | flight_deck | looking_at_viewer | white_background | smile | holding_bow_(weapon) | straight_hair | brown_gloves | red_hakama | simple_background | red_skirt | thighhighs | japanese_clothes | skirt | aiming | drawing_bow | kyuudou | outstretched_arm | holding_arrow | cowboy_shot | twitter_username | upper_body | blush | chopsticks | rice_on_face | eating | rice_bowl | food | hakama_skirt | alternate_costume | black_serafuku | pleated_skirt | white_neckerchief | black_skirt | black_sailor_collar | short_sleeves | black_shirt | red_kimono | hair_flower | floral_print | obi | hair_between_eyes | open_mouth |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:---------------------|:---------------|:----------|:-------|:---------|:---------|:-------------------|:---------|:---------------------|:---------------|:--------------|:--------------------|:-------------------|:--------|:-----------------------|:----------------|:---------------|:-------------|:--------------------|:------------|:-------------|:-------------------|:--------|:---------|:--------------|:----------|:-------------------|:----------------|:--------------|:-------------------|:-------------|:--------|:-------------|:---------------|:---------|:------------|:-------|:---------------|:--------------------|:-----------------|:----------------|:--------------------|:--------------|:----------------------|:----------------|:--------------|:-------------|:--------------|:---------------|:------|:--------------------|:-------------|
| 0 | 17 |  |  |  |  |  | X | 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 | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 2 | 6 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | | | X | X | X | X | | | | | | | | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 3 | 10 |  |  |  |  |  | X | | | X | X | X | X | | X | X | X | X | | | | | | | | | | | | | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | |
| 4 | 5 |  |  |  |  |  | X | | | X | X | | X | | | X | | | X | X | X | | X | | X | X | | | | | | | | | | X | X | | | | | | | | | | | | | | | | | | | | | | |
| 5 | 6 |  |  |  |  |  | X | | | X | X | | X | | | | | | X | X | X | | | | | X | | | X | | | | | | | | | X | X | | | | | | | | | | | | | | | | | | | | |
| 6 | 15 |  |  |  |  |  | X | | | X | X | | | | | | | | X | | X | | | | | | | | X | | | | | | | | | | X | X | X | X | X | | | | | | | | | | | | | | | | |
| 7 | 6 |  |  |  |  |  | X | | | X | X | | | X | | | | | X | | | | | | | | | | | | | | | | | | | | | X | | X | X | X | X | | | | | | | | | | | | | | |
| 8 | 12 |  |  |  |  |  | X | | | | X | | | | | | | | X | X | X | | X | | | X | | | | | | | | | | X | | | | | | | | | | X | X | X | X | X | X | X | X | | | | | | |
| 9 | 6 |  |  |  |  |  | X | | | | X | | | | | | | | X | | X | | | | | | | | | | | | | | | | | X | X | | | | | | | X | | | | | | | | X | X | X | X | X | X |
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