--- license: mit task_categories: - text-to-image tags: - art - not-for-all-audiences size_categories: - n<1K --- # Dataset of bataan/バターン/巴丹 (Azur Lane) This is the dataset of bataan/バターン/巴丹 (Azur Lane), containing 76 images and their tags. The core tags of this character are `blonde_hair, short_hair, blue_eyes, bangs, breasts, hair_between_eyes, ahoge`, 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 | 76 | 86.02 MiB | [Download](https://huggingface.co/datasets/CyberHarem/bataan_azurlane/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). | | 800 | 76 | 50.96 MiB | [Download](https://huggingface.co/datasets/CyberHarem/bataan_azurlane/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. | | stage3-p480-800 | 187 | 114.68 MiB | [Download](https://huggingface.co/datasets/CyberHarem/bataan_azurlane/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. | | 1200 | 76 | 78.44 MiB | [Download](https://huggingface.co/datasets/CyberHarem/bataan_azurlane/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. | | stage3-p480-1200 | 187 | 156.89 MiB | [Download](https://huggingface.co/datasets/CyberHarem/bataan_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/bataan_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, blush, looking_at_viewer, midriff, navel, solo, stomach, crop_top, medium_breasts, open_mouth, simple_background, white_background, white_shirt, barefoot, short_shorts, thighs, :d, alternate_costume, long_sleeves, lying, pants, short_sleeves, white_shorts | | 1 | 21 | ![](samples/1/clu1-sample0.png) | ![](samples/1/clu1-sample1.png) | ![](samples/1/clu1-sample2.png) | ![](samples/1/clu1-sample3.png) | ![](samples/1/clu1-sample4.png) | 1girl, red_necktie, jacket, solo, blush, looking_at_viewer, pantyhose, smile, white_shirt, white_background, collared_shirt, white_gloves, white_shorts, open_mouth, open_clothes, simple_background | | 2 | 18 | ![](samples/2/clu2-sample0.png) | ![](samples/2/clu2-sample1.png) | ![](samples/2/clu2-sample2.png) | ![](samples/2/clu2-sample3.png) | ![](samples/2/clu2-sample4.png) | 1girl, solo, looking_at_viewer, blush, long_sleeves, collarbone, hood_up, open_mouth, cat_hood, hoodie, fake_animal_ears, pajamas, tail, white_background | ### Table Version | # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | blush | looking_at_viewer | midriff | navel | solo | stomach | crop_top | medium_breasts | open_mouth | simple_background | white_background | white_shirt | barefoot | short_shorts | thighs | :d | alternate_costume | long_sleeves | lying | pants | short_sleeves | white_shorts | red_necktie | jacket | pantyhose | smile | collared_shirt | white_gloves | open_clothes | collarbone | hood_up | cat_hood | hoodie | fake_animal_ears | pajamas | tail | |----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:--------|:--------------------|:----------|:--------|:-------|:----------|:-----------|:-----------------|:-------------|:--------------------|:-------------------|:--------------|:-----------|:---------------|:---------|:-----|:--------------------|:---------------|:--------|:--------|:----------------|:---------------|:--------------|:---------|:------------|:--------|:-----------------|:---------------|:---------------|:-------------|:----------|:-----------|:---------|:-------------------|:----------|:-------| | 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 | | | | | | | | | | | | | | | | 1 | 21 | ![](samples/1/clu1-sample0.png) | ![](samples/1/clu1-sample1.png) | ![](samples/1/clu1-sample2.png) | ![](samples/1/clu1-sample3.png) | ![](samples/1/clu1-sample4.png) | X | X | X | | | X | | | | X | X | X | X | | | | | | | | | | X | X | X | X | X | X | X | X | | | | | | | | | 2 | 18 | ![](samples/2/clu2-sample0.png) | ![](samples/2/clu2-sample1.png) | ![](samples/2/clu2-sample2.png) | ![](samples/2/clu2-sample3.png) | ![](samples/2/clu2-sample4.png) | X | X | X | | | X | | | | X | | X | | | | | | | X | | | | | | | | | | | | X | X | X | X | X | X | X |