--- license: mit task_categories: - text-to-image tags: - art - not-for-all-audiences size_categories: - n<1K --- # Dataset of danua/ダヌア (Granblue Fantasy) This is the dataset of danua/ダヌア (Granblue Fantasy), containing 259 images and their tags. The core tags of this character are `horns, long_hair, breasts, pointy_ears, red_eyes, black_hair, large_breasts, antenna_hair, horn_ornament, hair_between_eyes`, 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 | 259 | 310.86 MiB | [Download](https://huggingface.co/datasets/CyberHarem/danua_granbluefantasy/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). | | 800 | 259 | 196.95 MiB | [Download](https://huggingface.co/datasets/CyberHarem/danua_granbluefantasy/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. | | stage3-p480-800 | 640 | 424.23 MiB | [Download](https://huggingface.co/datasets/CyberHarem/danua_granbluefantasy/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. | | 1200 | 259 | 284.82 MiB | [Download](https://huggingface.co/datasets/CyberHarem/danua_granbluefantasy/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. | | stage3-p480-1200 | 640 | 554.55 MiB | [Download](https://huggingface.co/datasets/CyberHarem/danua_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/danua_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 | 11 | ![](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, draph, solo, looking_at_viewer, nipples, nude, blush, navel, huge_breasts, bandaged_arm, pussy, simple_background, white_background | | 1 | 5 | ![](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, black_gloves, draph, fingerless_gloves, looking_at_viewer, necklace, solo, bandaged_arm, crescent, simple_background, white_background, blush, nipples, white_dress, blood, cleavage | | 2 | 12 | ![](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, cleavage, draph, looking_at_viewer, official_alternate_costume, solo, white_bikini, necklace, bandaged_arm, navel, blush | | 3 | 7 | ![](samples/3/clu3-sample0.png) | ![](samples/3/clu3-sample1.png) | ![](samples/3/clu3-sample2.png) | ![](samples/3/clu3-sample3.png) | ![](samples/3/clu3-sample4.png) | 1girl, cleavage, draph, looking_at_viewer, necklace, official_alternate_costume, solo, bandaged_arm, doll, navel, purple_hair, white_bikini, blush, front-tie_top, innertube, crescent, water | | 4 | 5 | ![](samples/4/clu4-sample0.png) | ![](samples/4/clu4-sample1.png) | ![](samples/4/clu4-sample2.png) | ![](samples/4/clu4-sample3.png) | ![](samples/4/clu4-sample4.png) | 1girl, bandaged_arm, cleavage, draph, navel, necklace, official_alternate_costume, purple_hair, side-tie_bikini_bottom, solo, white_bikini, looking_at_viewer, simple_background, white_background, crescent, finger_to_mouth, front-tie_bikini_top | | 5 | 9 | ![](samples/5/clu5-sample0.png) | ![](samples/5/clu5-sample1.png) | ![](samples/5/clu5-sample2.png) | ![](samples/5/clu5-sample3.png) | ![](samples/5/clu5-sample4.png) | 1boy, 1girl, draph, hetero, nipples, nude, sex, blush, penis, solo_focus, vaginal, bandaged_arm, censored, girl_on_top, cowgirl_position, cum_in_pussy, navel, open_mouth, simple_background | ### Table Version | # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | draph | solo | looking_at_viewer | nipples | nude | blush | navel | huge_breasts | bandaged_arm | pussy | simple_background | white_background | black_gloves | fingerless_gloves | necklace | crescent | white_dress | blood | cleavage | official_alternate_costume | white_bikini | doll | purple_hair | front-tie_top | innertube | water | side-tie_bikini_bottom | finger_to_mouth | front-tie_bikini_top | 1boy | hetero | sex | penis | solo_focus | vaginal | censored | girl_on_top | cowgirl_position | cum_in_pussy | open_mouth | |----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:--------|:-------|:--------------------|:----------|:-------|:--------|:--------|:---------------|:---------------|:--------|:--------------------|:-------------------|:---------------|:--------------------|:-----------|:-----------|:--------------|:--------|:-----------|:-----------------------------|:---------------|:-------|:--------------|:----------------|:------------|:--------|:-------------------------|:------------------|:-----------------------|:-------|:---------|:------|:--------|:-------------|:----------|:-----------|:--------------|:-------------------|:---------------|:-------------| | 0 | 11 | ![](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 | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | 1 | 5 | ![](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 | 12 | ![](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 | | | | | | | | | | | | | | | | | | | | | 3 | 7 | ![](samples/3/clu3-sample0.png) | ![](samples/3/clu3-sample1.png) | ![](samples/3/clu3-sample2.png) | ![](samples/3/clu3-sample3.png) | ![](samples/3/clu3-sample4.png) | X | X | X | X | | | X | X | | X | | | | | | X | X | | | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | 4 | 5 | ![](samples/4/clu4-sample0.png) | ![](samples/4/clu4-sample1.png) | ![](samples/4/clu4-sample2.png) | ![](samples/4/clu4-sample3.png) | ![](samples/4/clu4-sample4.png) | X | X | X | X | | | | X | | X | | X | X | | | X | X | | | X | X | X | | X | | | | X | X | X | | | | | | | | | | | | | 5 | 9 | ![](samples/5/clu5-sample0.png) | ![](samples/5/clu5-sample1.png) | ![](samples/5/clu5-sample2.png) | ![](samples/5/clu5-sample3.png) | ![](samples/5/clu5-sample4.png) | X | X | | | X | X | X | X | | X | | X | | | | | | | | | | | | | | | | | | | X | X | X | X | X | X | X | X | X | X | X |