--- license: mit task_categories: - text-to-image tags: - art - not-for-all-audiences size_categories: - n<1K --- # Dataset of hatakaze (Kantai Collection) This is the dataset of hatakaze (Kantai Collection), containing 324 images and their tags. The core tags of this character are `drill_hair, ponytail, blue_eyes, light_brown_hair, hair_between_eyes, ribbon, brown_hair, hair_ribbon, hair_ornament, red_ribbon, 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 | 324 | 335.58 MiB | [Download](https://huggingface.co/datasets/CyberHarem/hatakaze_kantaicollection/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). | | 800 | 324 | 219.80 MiB | [Download](https://huggingface.co/datasets/CyberHarem/hatakaze_kantaicollection/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. | | stage3-p480-800 | 746 | 453.70 MiB | [Download](https://huggingface.co/datasets/CyberHarem/hatakaze_kantaicollection/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. | | 1200 | 324 | 308.22 MiB | [Download](https://huggingface.co/datasets/CyberHarem/hatakaze_kantaicollection/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. | | stage3-p480-1200 | 746 | 599.70 MiB | [Download](https://huggingface.co/datasets/CyberHarem/hatakaze_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/hatakaze_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 | 7 |  |  |  |  |  | 1girl, haori, meiji_schoolgirl_uniform, simple_background, solo, upper_body, white_background, white_kimono, looking_at_viewer, smile, blush, furisode | | 1 | 7 |  |  |  |  |  | 1girl, black_hakama, haori, meiji_schoolgirl_uniform, simple_background, solo, white_background, white_kimono, hakama_short_skirt, looking_at_viewer, smile, blush, furisode | | 2 | 10 |  |  |  |  |  | detached_collar, fake_animal_ears, looking_at_viewer, playboy_bunny, rabbit_ears, 1girl, cleavage, medium_breasts, simple_background, solo, strapless_leotard, wrist_cuffs, bowtie, alternate_costume, long_hair, white_background, black_pantyhose, blush, cowboy_shot, rabbit_tail, full_body, high_heels, thighhighs, yellow_leotard | ### Table Version | # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | haori | meiji_schoolgirl_uniform | simple_background | solo | upper_body | white_background | white_kimono | looking_at_viewer | smile | blush | furisode | black_hakama | hakama_short_skirt | detached_collar | fake_animal_ears | playboy_bunny | rabbit_ears | cleavage | medium_breasts | strapless_leotard | wrist_cuffs | bowtie | alternate_costume | long_hair | black_pantyhose | cowboy_shot | rabbit_tail | full_body | high_heels | thighhighs | yellow_leotard | |----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:--------|:---------------------------|:--------------------|:-------|:-------------|:-------------------|:---------------|:--------------------|:--------|:--------|:-----------|:---------------|:---------------------|:------------------|:-------------------|:----------------|:--------------|:-----------|:-----------------|:--------------------|:--------------|:---------|:--------------------|:------------|:------------------|:--------------|:--------------|:------------|:-------------|:-------------|:-----------------| | 0 | 7 |  |  |  |  |  | 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 | | | | | | | | | | | | | | | | | | | | 2 | 10 |  |  |  |  |  | X | | | X | X | | X | | X | | X | | | | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X |
