
# Dataset of repulse/レパルス/反击 (Azur Lane)

This is the dataset of repulse/レパルス/反击 (Azur Lane), containing 81 images and their tags.

The core tags of this character are `blue_eyes, brown_hair, breasts, bangs, short_hair, braid, hair_between_eyes, medium_breasts`, 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              |       81 | 78.96 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/repulse_azurlane/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |       81 | 51.88 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/repulse_azurlane/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      175 | 100.96 MiB | [Download](https://huggingface.co/datasets/CyberHarem/repulse_azurlane/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |       81 | 72.51 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/repulse_azurlane/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      175 | 129.90 MiB | [Download](https://huggingface.co/datasets/CyberHarem/repulse_azurlane/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/repulse_azurlane',
    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 |         5 | ![](samples/0/clu0-sample0.png) | ![](samples/0/clu0-sample1.png) | ![](samples/0/clu0-sample2.png) | ![](samples/0/clu0-sample3.png) | ![](samples/0/clu0-sample4.png) | 1girl, bare_shoulders, blue_skirt, blush, choker, halterneck, midriff, navel, solo, turret, white_thighhighs, anchor, capelet, collarbone, detached_sleeves, french_braid, long_sleeves, looking_at_viewer, machinery, miniskirt, one_eye_closed, pleated_skirt, short_ponytail, simple_background, smokestack, white_background, white_gloves, zettai_ryouiki, crop_top, full_body, grin, rigging, sidelocks, sword, ;d, cannon, chain, leg_up, one_side_up, outstretched_arm, pointing, standing_on_one_leg, stomach, white_shirt |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | bare_shoulders   | blue_skirt   | blush   | choker   | halterneck   | midriff   | navel   | solo   | turret   | white_thighhighs   | anchor   | capelet   | collarbone   | detached_sleeves   | french_braid   | long_sleeves   | looking_at_viewer   | machinery   | miniskirt   | one_eye_closed   | pleated_skirt   | short_ponytail   | simple_background   | smokestack   | white_background   | white_gloves   | zettai_ryouiki   | crop_top   | full_body   | grin   | rigging   | sidelocks   | sword   | ;d   | cannon   | chain   | leg_up   | one_side_up   | outstretched_arm   | pointing   | standing_on_one_leg   | stomach   | white_shirt   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-----------------|:-------------|:--------|:---------|:-------------|:----------|:--------|:-------|:---------|:-------------------|:---------|:----------|:-------------|:-------------------|:---------------|:---------------|:--------------------|:------------|:------------|:-----------------|:----------------|:-----------------|:--------------------|:-------------|:-------------------|:---------------|:-----------------|:-----------|:------------|:-------|:----------|:------------|:--------|:-----|:---------|:--------|:---------|:--------------|:-------------------|:-----------|:----------------------|:----------|:--------------|
|   0 |         5 | ![](samples/0/clu0-sample0.png) | ![](samples/0/clu0-sample1.png) | ![](samples/0/clu0-sample2.png) | ![](samples/0/clu0-sample3.png) | ![](samples/0/clu0-sample4.png) | X       | X                | X            | X       | X        | X            | X         | X       | X      | X        | X                  | X        | X         | X            | X                  | X              | X              | X                   | X           | X           | X                | X               | X                | X                   | X            | X                  | X              | X                | X          | X           | X      | X         | X           | X       | X    | X        | X       | X        | X             | X                  | X          | X                     | X         | X             |


task_categories:text-to-image size_categories:n<1K license:mit art not-for-all-audiences region:us
{"license": "mit", "size_categories": ["n<1K"], "task_categories": ["text-to-image"], "tags": ["art", "not-for-all-audiences"]}
TAGS
#task_categories-text-to-image #size_categories-n<1K #license-mit #art #not-for-all-audiences #region-us 

Dataset of repulse/レパルス/反击 (Azur Lane)
======================================


This is the dataset of repulse/レパルス/反击 (Azur Lane), containing 81 images and their tags.


The core tags of this character are 'blue\_eyes, brown\_hair, breasts, bangs, short\_hair, braid, hair\_between\_eyes, medium\_breasts', 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(huggingface organization).


List of Packages
----------------



### Load Raw Dataset with Waifuc


We provide raw dataset (including tagged images) for waifuc loading. If you need this, just run the following code


List of Clusters
----------------


List of tag clustering result, maybe some outfits can be mined here.


### Raw Text Version



### Table Version




### Load Raw Dataset with Waifuc


We provide raw dataset (including tagged images) for waifuc loading. If you need this, just run the following code


List of Clusters
----------------


List of tag clustering result, maybe some outfits can be mined here. ### Raw Text Version ### Table Version
TAGS
#task_categories-text-to-image #size_categories-n<1K #license-mit #art #not-for-all-audiences #region-us 
 ### Load Raw Dataset with Waifuc


We provide raw dataset (including tagged images) for waifuc loading. If you need this, just run the following code


List of Clusters
----------------


List of tag clustering result, maybe some outfits can be mined here. ### Raw Text Version ### Table Version