--- license: mit task_categories: - text-to-image tags: - art - not-for-all-audiences size_categories: - n<1K --- # Dataset of shirayuki (Kantai Collection) This is the dataset of shirayuki (Kantai Collection), containing 373 images and their tags. The core tags of this character are `brown_hair, twintails, brown_eyes, low_twintails, short_hair, short_twintails, bangs, parted_bangs`, 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 | 373 | 245.52 MiB | [Download](https://huggingface.co/datasets/CyberHarem/shirayuki_kantaicollection/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). | | 800 | 373 | 183.69 MiB | [Download](https://huggingface.co/datasets/CyberHarem/shirayuki_kantaicollection/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. | | stage3-p480-800 | 682 | 330.05 MiB | [Download](https://huggingface.co/datasets/CyberHarem/shirayuki_kantaicollection/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. | | 1200 | 373 | 231.66 MiB | [Download](https://huggingface.co/datasets/CyberHarem/shirayuki_kantaicollection/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. | | stage3-p480-1200 | 682 | 400.61 MiB | [Download](https://huggingface.co/datasets/CyberHarem/shirayuki_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/shirayuki_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 | 9 |  |  |  |  |  | blue_skirt, pleated_skirt, serafuku, solo_focus, blue_sailor_collar, shirt, short_sleeves, open_mouth, 3girls, smile, 2girls, long_hair, neckerchief | | 1 | 5 |  |  |  |  |  | pleated_skirt, serafuku, solo_focus, 2girls, sitting, smile, blush, open_mouth | | 2 | 33 |  |  |  |  |  | 1girl, blue_sailor_collar, neckerchief, serafuku, solo, collared_shirt, simple_background, white_background, looking_at_viewer, blue_skirt, pleated_skirt, short_sleeves, smile, upper_body, one-hour_drawing_challenge | | 3 | 5 |  |  |  |  |  | 1girl, looking_at_viewer, serafuku, sitting, smile, socks, solo, blush, pleated_skirt, neckerchief | | 4 | 8 |  |  |  |  |  | 1girl, looking_at_viewer, solo, black_dress, enmaided, smile, blush, cowboy_shot, maid_headdress, simple_background, white_apron, white_background, breasts, frilled_apron, hair_between_eyes, puffy_short_sleeves, twitter_username, closed_mouth, gradient_background, one-hour_drawing_challenge, open_mouth, white_gloves | | 5 | 8 |  |  |  |  |  | 1girl, solo, underwear_only, navel, looking_at_viewer, small_breasts, blush, collarbone, standing, white_panties, full_body, white_bra, barefoot, open_mouth, simple_background | ### Table Version | # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | blue_skirt | pleated_skirt | serafuku | solo_focus | blue_sailor_collar | shirt | short_sleeves | open_mouth | 3girls | smile | 2girls | long_hair | neckerchief | sitting | blush | 1girl | solo | collared_shirt | simple_background | white_background | looking_at_viewer | upper_body | one-hour_drawing_challenge | socks | black_dress | enmaided | cowboy_shot | maid_headdress | white_apron | breasts | frilled_apron | hair_between_eyes | puffy_short_sleeves | twitter_username | closed_mouth | gradient_background | white_gloves | underwear_only | navel | small_breasts | collarbone | standing | white_panties | full_body | white_bra | barefoot | |----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:-------------|:----------------|:-----------|:-------------|:---------------------|:--------|:----------------|:-------------|:---------|:--------|:---------|:------------|:--------------|:----------|:--------|:--------|:-------|:-----------------|:--------------------|:-------------------|:--------------------|:-------------|:-----------------------------|:--------|:--------------|:-----------|:--------------|:-----------------|:--------------|:----------|:----------------|:--------------------|:----------------------|:-------------------|:---------------|:----------------------|:---------------|:-----------------|:--------|:----------------|:-------------|:-----------|:----------------|:------------|:------------|:-----------| | 0 | 9 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | 1 | 5 |  |  |  |  |  | | X | X | X | | | | X | | X | X | | | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | 2 | 33 |  |  |  |  |  | X | X | X | | X | | X | | | X | | | X | | | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | 3 | 5 |  |  |  |  |  | | X | X | | | | | | | X | | | X | X | X | X | X | | | | X | | | X | | | | | | | | | | | | | | | | | | | | | | | | 4 | 8 |  |  |  |  |  | | | | | | | | X | | X | | | | | X | X | X | | X | X | X | | X | | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | 5 | 8 |  |  |  |  |  | | | | | | | | X | | | | | | | X | X | X | | X | | X | | | | | | | | | | | | | | | | | X | X | X | X | X | X | X | X | X |
