--- license: mit task_categories: - text-to-image tags: - art - not-for-all-audiences size_categories: - n<1K --- # Dataset of udagawa_tomoe/宇田川巴 (BanG Dream!) This is the dataset of udagawa_tomoe/宇田川巴 (BanG Dream!), containing 162 images and their tags. The core tags of this character are `red_hair, long_hair, bangs, blue_eyes, earrings`, 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 | 162 | 120.34 MiB | [Download](https://huggingface.co/datasets/CyberHarem/udagawa_tomoe_bangdream/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). | | 800 | 162 | 96.47 MiB | [Download](https://huggingface.co/datasets/CyberHarem/udagawa_tomoe_bangdream/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. | | stage3-p480-800 | 263 | 158.64 MiB | [Download](https://huggingface.co/datasets/CyberHarem/udagawa_tomoe_bangdream/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. | | 1200 | 162 | 112.44 MiB | [Download](https://huggingface.co/datasets/CyberHarem/udagawa_tomoe_bangdream/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. | | stage3-p480-1200 | 263 | 186.87 MiB | [Download](https://huggingface.co/datasets/CyberHarem/udagawa_tomoe_bangdream/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/udagawa_tomoe_bangdream', 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 | 22 | ![](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, solo, midriff, drumsticks, navel, crop_top, holding, looking_at_viewer, drum_set, choker, bracelet, jacket, grin, studded_belt, vest, blush, hair_ornament, pants, skirt | | 1 | 7 | ![](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) | black_gloves, looking_at_viewer, 1girl, fingerless_gloves, long_sleeves, belt, crop_top, midriff, shirt, solo, :d, black_choker, black_shorts, blush, drumsticks, holding, open_jacket, open_mouth, torn_clothes, black_footwear, boots, fishnets, green_jacket, navel, necklace, pants, ponytail, short_shorts | | 2 | 5 | ![](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) | grin, looking_at_viewer, white_shirt, 1girl, black_jacket, jewelry, long_sleeves, solo, upper_body, white_background, white_gloves, 2girls, black_necktie, green_eyes, hair_between_eyes, ponytail, sidelocks, simple_background, v-shaped_eyebrows | | 3 | 11 | ![](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, school_uniform, solo, white_shirt, blush, collared_shirt, jacket, grin, :d, ^_^, open_mouth, striped_necktie, upper_body, fang, long_sleeves, plaid_skirt, pleated_skirt, white_outline | ### Table Version | # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | solo | midriff | drumsticks | navel | crop_top | holding | looking_at_viewer | drum_set | choker | bracelet | jacket | grin | studded_belt | vest | blush | hair_ornament | pants | skirt | black_gloves | fingerless_gloves | long_sleeves | belt | shirt | :d | black_choker | black_shorts | open_jacket | open_mouth | torn_clothes | black_footwear | boots | fishnets | green_jacket | necklace | ponytail | short_shorts | white_shirt | black_jacket | jewelry | upper_body | white_background | white_gloves | 2girls | black_necktie | green_eyes | hair_between_eyes | sidelocks | simple_background | v-shaped_eyebrows | school_uniform | collared_shirt | ^_^ | striped_necktie | fang | plaid_skirt | pleated_skirt | white_outline | |----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-------|:----------|:-------------|:--------|:-----------|:----------|:--------------------|:-----------|:---------|:-----------|:---------|:-------|:---------------|:-------|:--------|:----------------|:--------|:--------|:---------------|:--------------------|:---------------|:-------|:--------|:-----|:---------------|:---------------|:--------------|:-------------|:---------------|:-----------------|:--------|:-----------|:---------------|:-----------|:-----------|:---------------|:--------------|:---------------|:----------|:-------------|:-------------------|:---------------|:---------|:----------------|:-------------|:--------------------|:------------|:--------------------|:--------------------|:-----------------|:-----------------|:------|:------------------|:-------|:--------------|:----------------|:----------------| | 0 | 22 | ![](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 | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | 1 | 7 | ![](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 | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | 2 | 5 | ![](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 | X | X | X | X | X | | | | | | | | | | 3 | 11 | ![](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 | X |