--- license: mit task_categories: - text-to-image tags: - art - not-for-all-audiences size_categories: - n<1K --- # Dataset of Sophia/苏菲亚/ソフィア(リバース:1999) (Reverse:1999) This is the dataset of Sophia/苏菲亚/ソフィア(リバース:1999) (Reverse:1999), containing 47 images and their tags. The core tags of this character are `red_hair, long_hair, green_eyes, hairband, white_hairband, hair_bun`, 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 | Images-head | Images-others | |:-----------------|---------:|:-----------|:--------------------------------------------------------------------------------------------------------------------|:-----------|:---------------------------------------------------------------------|:--------------|:----------------| | raw | 47 | 75.06 MiB | [Download](https://huggingface.co/datasets/CyberHarem/sophia_reverse1999/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). | -- | -- | | stage3-p480-1200 | 93 | 116.16 MiB | [Download](https://huggingface.co/datasets/CyberHarem/sophia_reverse1999/resolve/main/dataset-stage3-p480-1200.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. | 41 | 52 | ### 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/sophia_reverse1999', 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 | ![](https://huggingface.co/datasets/CyberHarem/sophia_reverse1999/resolve/main/samples/0/clu0-sample0.png) | ![](https://huggingface.co/datasets/CyberHarem/sophia_reverse1999/resolve/main/samples/0/clu0-sample1.png) | ![](https://huggingface.co/datasets/CyberHarem/sophia_reverse1999/resolve/main/samples/0/clu0-sample2.png) | ![](https://huggingface.co/datasets/CyberHarem/sophia_reverse1999/resolve/main/samples/0/clu0-sample3.png) | ![](https://huggingface.co/datasets/CyberHarem/sophia_reverse1999/resolve/main/samples/0/clu0-sample4.png) | curly_hair, white_dress, ancient_greek_clothes, drill_hair, outdoors, parted_lips, solo_focus, 1girl, 2girls, blue_hair, from_side, gold_choker, necklace, out_of_frame, sky, toga | | 1 | 5 | ![](https://huggingface.co/datasets/CyberHarem/sophia_reverse1999/resolve/main/samples/1/clu1-sample0.png) | ![](https://huggingface.co/datasets/CyberHarem/sophia_reverse1999/resolve/main/samples/1/clu1-sample1.png) | ![](https://huggingface.co/datasets/CyberHarem/sophia_reverse1999/resolve/main/samples/1/clu1-sample2.png) | ![](https://huggingface.co/datasets/CyberHarem/sophia_reverse1999/resolve/main/samples/1/clu1-sample3.png) | ![](https://huggingface.co/datasets/CyberHarem/sophia_reverse1999/resolve/main/samples/1/clu1-sample4.png) | 1girl, ancient_greek_clothes, closed_mouth, greco-roman_clothes, jewelry, blue_sky, hand_up, looking_at_viewer, parted_bangs, single_side_bun, smile, standing, toga, cleavage, cloud, day, fingerless_gloves, full_body, gold_choker, outdoors, solo_focus, white_dress, beach, black_gloves, curly_hair, drill_hair, dutch_angle, holding_book, single_glove | | 2 | 8 | ![](https://huggingface.co/datasets/CyberHarem/sophia_reverse1999/resolve/main/samples/2/clu2-sample0.png) | ![](https://huggingface.co/datasets/CyberHarem/sophia_reverse1999/resolve/main/samples/2/clu2-sample1.png) | ![](https://huggingface.co/datasets/CyberHarem/sophia_reverse1999/resolve/main/samples/2/clu2-sample2.png) | ![](https://huggingface.co/datasets/CyberHarem/sophia_reverse1999/resolve/main/samples/2/clu2-sample3.png) | ![](https://huggingface.co/datasets/CyberHarem/sophia_reverse1999/resolve/main/samples/2/clu2-sample4.png) | simple_background, white_background, 1girl, gold_choker, closed_mouth, necklace, upper_body, ancient_greek_clothes, cleavage, dress, freckles, looking_at_viewer, profile, solo_focus, toga | ### Table Version | # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | curly_hair | white_dress | ancient_greek_clothes | drill_hair | outdoors | parted_lips | solo_focus | 1girl | 2girls | blue_hair | from_side | gold_choker | necklace | out_of_frame | sky | toga | closed_mouth | greco-roman_clothes | jewelry | blue_sky | hand_up | looking_at_viewer | parted_bangs | single_side_bun | smile | standing | cleavage | cloud | day | fingerless_gloves | full_body | beach | black_gloves | dutch_angle | holding_book | single_glove | simple_background | white_background | upper_body | dress | freckles | profile | |----:|----------:|:-----------------------------------------------------------------------------------------------------------|:-----------------------------------------------------------------------------------------------------------|:-----------------------------------------------------------------------------------------------------------|:-----------------------------------------------------------------------------------------------------------|:-----------------------------------------------------------------------------------------------------------|:-------------|:--------------|:------------------------|:-------------|:-----------|:--------------|:-------------|:--------|:---------|:------------|:------------|:--------------|:-----------|:---------------|:------|:-------|:---------------|:----------------------|:----------|:-----------|:----------|:--------------------|:---------------|:------------------|:--------|:-----------|:-----------|:--------|:------|:--------------------|:------------|:--------|:---------------|:--------------|:---------------|:---------------|:--------------------|:-------------------|:-------------|:--------|:-----------|:----------| | 0 | 9 | ![](https://huggingface.co/datasets/CyberHarem/sophia_reverse1999/resolve/main/samples/0/clu0-sample0.png) | ![](https://huggingface.co/datasets/CyberHarem/sophia_reverse1999/resolve/main/samples/0/clu0-sample1.png) | ![](https://huggingface.co/datasets/CyberHarem/sophia_reverse1999/resolve/main/samples/0/clu0-sample2.png) | ![](https://huggingface.co/datasets/CyberHarem/sophia_reverse1999/resolve/main/samples/0/clu0-sample3.png) | ![](https://huggingface.co/datasets/CyberHarem/sophia_reverse1999/resolve/main/samples/0/clu0-sample4.png) | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | 1 | 5 | ![](https://huggingface.co/datasets/CyberHarem/sophia_reverse1999/resolve/main/samples/1/clu1-sample0.png) | ![](https://huggingface.co/datasets/CyberHarem/sophia_reverse1999/resolve/main/samples/1/clu1-sample1.png) | ![](https://huggingface.co/datasets/CyberHarem/sophia_reverse1999/resolve/main/samples/1/clu1-sample2.png) | ![](https://huggingface.co/datasets/CyberHarem/sophia_reverse1999/resolve/main/samples/1/clu1-sample3.png) | ![](https://huggingface.co/datasets/CyberHarem/sophia_reverse1999/resolve/main/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 | X | | | | | | | | 2 | 8 | ![](https://huggingface.co/datasets/CyberHarem/sophia_reverse1999/resolve/main/samples/2/clu2-sample0.png) | ![](https://huggingface.co/datasets/CyberHarem/sophia_reverse1999/resolve/main/samples/2/clu2-sample1.png) | ![](https://huggingface.co/datasets/CyberHarem/sophia_reverse1999/resolve/main/samples/2/clu2-sample2.png) | ![](https://huggingface.co/datasets/CyberHarem/sophia_reverse1999/resolve/main/samples/2/clu2-sample3.png) | ![](https://huggingface.co/datasets/CyberHarem/sophia_reverse1999/resolve/main/samples/2/clu2-sample4.png) | | | X | | | | X | X | | | | X | X | | | X | X | | | | | X | | | | | X | | | | | | | | | | X | X | X | X | X | X |