--- license: mit task_categories: - text-to-image tags: - art - not-for-all-audiences size_categories: - n<1K --- # Dataset of sorn/ソーン (Granblue Fantasy) This is the dataset of sorn/ソーン (Granblue Fantasy), containing 248 images and their tags. The core tags of this character are `long_hair, breasts, brown_hair, hair_ornament, head_wings, bangs, large_breasts, brown_eyes, hairband`, 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 | 248 | 369.59 MiB | [Download](https://huggingface.co/datasets/CyberHarem/sorn_granbluefantasy/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). | | 800 | 248 | 208.53 MiB | [Download](https://huggingface.co/datasets/CyberHarem/sorn_granbluefantasy/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. | | stage3-p480-800 | 599 | 443.28 MiB | [Download](https://huggingface.co/datasets/CyberHarem/sorn_granbluefantasy/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. | | 1200 | 248 | 327.39 MiB | [Download](https://huggingface.co/datasets/CyberHarem/sorn_granbluefantasy/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. | | stage3-p480-1200 | 599 | 631.57 MiB | [Download](https://huggingface.co/datasets/CyberHarem/sorn_granbluefantasy/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/sorn_granbluefantasy', 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 | 10 |  |  |  |  |  | 1girl, cape, midriff, navel, solo, thighhighs, bow_(weapon), smile, arrow_(projectile), looking_at_viewer, open_mouth, shorts, high_heels, white_gloves, orange_hair | | 1 | 35 |  |  |  |  |  | 1girl, solo, bare_shoulders, cleavage, looking_at_viewer, official_alternate_costume, white_bikini, choker, collarbone, hair_flower, blush, navel, sidelocks, simple_background, white_background, smile, bracelet, thighs, bridal_garter, open_mouth, french_braid | | 2 | 6 |  |  |  |  |  | 1girl, bare_shoulders, blue_sky, blush, cleavage, collarbone, day, looking_at_viewer, navel, official_alternate_costume, smile, solo, white_bikini, choker, outdoors, sidelocks, beach, braid, ocean, orange_hair, green_eyes, thighs | ### Table Version | # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | cape | midriff | navel | solo | thighhighs | bow_(weapon) | smile | arrow_(projectile) | looking_at_viewer | open_mouth | shorts | high_heels | white_gloves | orange_hair | bare_shoulders | cleavage | official_alternate_costume | white_bikini | choker | collarbone | hair_flower | blush | sidelocks | simple_background | white_background | bracelet | thighs | bridal_garter | french_braid | blue_sky | day | outdoors | beach | braid | ocean | green_eyes | |----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-------|:----------|:--------|:-------|:-------------|:---------------|:--------|:---------------------|:--------------------|:-------------|:---------|:-------------|:---------------|:--------------|:-----------------|:-----------|:-----------------------------|:---------------|:---------|:-------------|:--------------|:--------|:------------|:--------------------|:-------------------|:-----------|:---------|:----------------|:---------------|:-----------|:------|:-----------|:--------|:--------|:--------|:-------------| | 0 | 10 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | 1 | 35 |  |  |  |  |  | X | | | 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 | | | X | X | X | X | X | X | X |
