--- license: mit task_categories: - text-to-image tags: - art - not-for-all-audiences size_categories: - n<1K --- # Dataset of Sora/ソラ (Beast Tamer) This is the dataset of Sora/ソラ (Beast Tamer), containing 359 images and their tags. The core tags of this character are `blonde_hair, hair_ornament, blue_eyes, hair_flower, ponytail, long_hair`, 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-others | Images-head | |:-----------------|---------:|:-----------|:-----------------------------------------------------------------------------------------------------------------|:-----------|:---------------------------------------------------------------------|:----------------|:--------------| | raw | 359 | 269.69 MiB | [Download](https://huggingface.co/datasets/CyberHarem/sora_beasttamer/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). | -- | -- | | stage3-p480-1200 | 694 | 470.60 MiB | [Download](https://huggingface.co/datasets/CyberHarem/sora_beasttamer/resolve/main/dataset-stage3-p480-1200.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. | 265 | 429 | ### 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/sora_beasttamer', 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 | 8 | ![](https://huggingface.co/datasets/CyberHarem/sora_beasttamer/resolve/main/samples/0/clu0-sample0.png) | ![](https://huggingface.co/datasets/CyberHarem/sora_beasttamer/resolve/main/samples/0/clu0-sample1.png) | ![](https://huggingface.co/datasets/CyberHarem/sora_beasttamer/resolve/main/samples/0/clu0-sample2.png) | ![](https://huggingface.co/datasets/CyberHarem/sora_beasttamer/resolve/main/samples/0/clu0-sample3.png) | ![](https://huggingface.co/datasets/CyberHarem/sora_beasttamer/resolve/main/samples/0/clu0-sample4.png) | 2girls, bare_shoulders, collarbone, open_mouth, red_hair, white_background, :d, blue_flower, white_dress, head_out_of_frame, braid | | 1 | 16 | ![](https://huggingface.co/datasets/CyberHarem/sora_beasttamer/resolve/main/samples/1/clu1-sample0.png) | ![](https://huggingface.co/datasets/CyberHarem/sora_beasttamer/resolve/main/samples/1/clu1-sample1.png) | ![](https://huggingface.co/datasets/CyberHarem/sora_beasttamer/resolve/main/samples/1/clu1-sample2.png) | ![](https://huggingface.co/datasets/CyberHarem/sora_beasttamer/resolve/main/samples/1/clu1-sample3.png) | ![](https://huggingface.co/datasets/CyberHarem/sora_beasttamer/resolve/main/samples/1/clu1-sample4.png) | 1girl, bare_shoulders, closed_mouth, collarbone, solo, upper_body, looking_at_viewer, blue_flower, blush, white_dress, smile | | 2 | 7 | ![](https://huggingface.co/datasets/CyberHarem/sora_beasttamer/resolve/main/samples/2/clu2-sample0.png) | ![](https://huggingface.co/datasets/CyberHarem/sora_beasttamer/resolve/main/samples/2/clu2-sample1.png) | ![](https://huggingface.co/datasets/CyberHarem/sora_beasttamer/resolve/main/samples/2/clu2-sample2.png) | ![](https://huggingface.co/datasets/CyberHarem/sora_beasttamer/resolve/main/samples/2/clu2-sample3.png) | ![](https://huggingface.co/datasets/CyberHarem/sora_beasttamer/resolve/main/samples/2/clu2-sample4.png) | 1girl, bare_shoulders, collarbone, looking_at_viewer, open_mouth, solo, blue_flower, blush, upper_body, medium_hair, rose, white_dress | | 3 | 6 | ![](https://huggingface.co/datasets/CyberHarem/sora_beasttamer/resolve/main/samples/3/clu3-sample0.png) | ![](https://huggingface.co/datasets/CyberHarem/sora_beasttamer/resolve/main/samples/3/clu3-sample1.png) | ![](https://huggingface.co/datasets/CyberHarem/sora_beasttamer/resolve/main/samples/3/clu3-sample2.png) | ![](https://huggingface.co/datasets/CyberHarem/sora_beasttamer/resolve/main/samples/3/clu3-sample3.png) | ![](https://huggingface.co/datasets/CyberHarem/sora_beasttamer/resolve/main/samples/3/clu3-sample4.png) | 1girl, bare_shoulders, braid, collarbone, open_mouth, solo, upper_body, blue_flower, blush, dress, rose, sweatdrop | | 4 | 9 | ![](https://huggingface.co/datasets/CyberHarem/sora_beasttamer/resolve/main/samples/4/clu4-sample0.png) | ![](https://huggingface.co/datasets/CyberHarem/sora_beasttamer/resolve/main/samples/4/clu4-sample1.png) | ![](https://huggingface.co/datasets/CyberHarem/sora_beasttamer/resolve/main/samples/4/clu4-sample2.png) | ![](https://huggingface.co/datasets/CyberHarem/sora_beasttamer/resolve/main/samples/4/clu4-sample3.png) | ![](https://huggingface.co/datasets/CyberHarem/sora_beasttamer/resolve/main/samples/4/clu4-sample4.png) | 1girl, :d, bare_shoulders, collarbone, open_mouth, solo, upper_body, white_dress, braid, looking_at_viewer, blue_rose, off_shoulder | | 5 | 5 | ![](https://huggingface.co/datasets/CyberHarem/sora_beasttamer/resolve/main/samples/5/clu5-sample0.png) | ![](https://huggingface.co/datasets/CyberHarem/sora_beasttamer/resolve/main/samples/5/clu5-sample1.png) | ![](https://huggingface.co/datasets/CyberHarem/sora_beasttamer/resolve/main/samples/5/clu5-sample2.png) | ![](https://huggingface.co/datasets/CyberHarem/sora_beasttamer/resolve/main/samples/5/clu5-sample3.png) | ![](https://huggingface.co/datasets/CyberHarem/sora_beasttamer/resolve/main/samples/5/clu5-sample4.png) | 1girl, blue_rose, collarbone, solo, white_dress, magic_circle, bare_shoulders, closed_mouth, wings | | 6 | 5 | ![](https://huggingface.co/datasets/CyberHarem/sora_beasttamer/resolve/main/samples/6/clu6-sample0.png) | ![](https://huggingface.co/datasets/CyberHarem/sora_beasttamer/resolve/main/samples/6/clu6-sample1.png) | ![](https://huggingface.co/datasets/CyberHarem/sora_beasttamer/resolve/main/samples/6/clu6-sample2.png) | ![](https://huggingface.co/datasets/CyberHarem/sora_beasttamer/resolve/main/samples/6/clu6-sample3.png) | ![](https://huggingface.co/datasets/CyberHarem/sora_beasttamer/resolve/main/samples/6/clu6-sample4.png) | 1boy, 1girl, bare_shoulders, blue_flower, collarbone, solo_focus, closed_mouth, looking_at_viewer, rose, white_dress, indoors, white_shirt | | 7 | 8 | ![](https://huggingface.co/datasets/CyberHarem/sora_beasttamer/resolve/main/samples/7/clu7-sample0.png) | ![](https://huggingface.co/datasets/CyberHarem/sora_beasttamer/resolve/main/samples/7/clu7-sample1.png) | ![](https://huggingface.co/datasets/CyberHarem/sora_beasttamer/resolve/main/samples/7/clu7-sample2.png) | ![](https://huggingface.co/datasets/CyberHarem/sora_beasttamer/resolve/main/samples/7/clu7-sample3.png) | ![](https://huggingface.co/datasets/CyberHarem/sora_beasttamer/resolve/main/samples/7/clu7-sample4.png) | 1girl, closed_eyes, flower, head_only, open_mouth, outdoors, tree, solo, streaming_tears, 1boy, :<, braid, fingerless_gloves, frown, hug, sad | ### Table Version | # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 2girls | bare_shoulders | collarbone | open_mouth | red_hair | white_background | :d | blue_flower | white_dress | head_out_of_frame | braid | 1girl | closed_mouth | solo | upper_body | looking_at_viewer | blush | smile | medium_hair | rose | dress | sweatdrop | blue_rose | off_shoulder | magic_circle | wings | 1boy | solo_focus | indoors | white_shirt | closed_eyes | flower | head_only | outdoors | tree | streaming_tears | :< | fingerless_gloves | frown | hug | sad | |----:|----------:|:--------------------------------------------------------------------------------------------------------|:--------------------------------------------------------------------------------------------------------|:--------------------------------------------------------------------------------------------------------|:--------------------------------------------------------------------------------------------------------|:--------------------------------------------------------------------------------------------------------|:---------|:-----------------|:-------------|:-------------|:-----------|:-------------------|:-----|:--------------|:--------------|:--------------------|:--------|:--------|:---------------|:-------|:-------------|:--------------------|:--------|:--------|:--------------|:-------|:--------|:------------|:------------|:---------------|:---------------|:--------|:-------|:-------------|:----------|:--------------|:--------------|:---------|:------------|:-----------|:-------|:------------------|:-----|:--------------------|:--------|:------|:------| | 0 | 8 | ![](https://huggingface.co/datasets/CyberHarem/sora_beasttamer/resolve/main/samples/0/clu0-sample0.png) | ![](https://huggingface.co/datasets/CyberHarem/sora_beasttamer/resolve/main/samples/0/clu0-sample1.png) | ![](https://huggingface.co/datasets/CyberHarem/sora_beasttamer/resolve/main/samples/0/clu0-sample2.png) | ![](https://huggingface.co/datasets/CyberHarem/sora_beasttamer/resolve/main/samples/0/clu0-sample3.png) | ![](https://huggingface.co/datasets/CyberHarem/sora_beasttamer/resolve/main/samples/0/clu0-sample4.png) | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | 1 | 16 | ![](https://huggingface.co/datasets/CyberHarem/sora_beasttamer/resolve/main/samples/1/clu1-sample0.png) | ![](https://huggingface.co/datasets/CyberHarem/sora_beasttamer/resolve/main/samples/1/clu1-sample1.png) | ![](https://huggingface.co/datasets/CyberHarem/sora_beasttamer/resolve/main/samples/1/clu1-sample2.png) | ![](https://huggingface.co/datasets/CyberHarem/sora_beasttamer/resolve/main/samples/1/clu1-sample3.png) | ![](https://huggingface.co/datasets/CyberHarem/sora_beasttamer/resolve/main/samples/1/clu1-sample4.png) | | X | X | | | | | X | X | | | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | 2 | 7 | ![](https://huggingface.co/datasets/CyberHarem/sora_beasttamer/resolve/main/samples/2/clu2-sample0.png) | ![](https://huggingface.co/datasets/CyberHarem/sora_beasttamer/resolve/main/samples/2/clu2-sample1.png) | ![](https://huggingface.co/datasets/CyberHarem/sora_beasttamer/resolve/main/samples/2/clu2-sample2.png) | ![](https://huggingface.co/datasets/CyberHarem/sora_beasttamer/resolve/main/samples/2/clu2-sample3.png) | ![](https://huggingface.co/datasets/CyberHarem/sora_beasttamer/resolve/main/samples/2/clu2-sample4.png) | | X | X | X | | | | X | X | | | X | | X | X | X | X | | X | X | | | | | | | | | | | | | | | | | | | | | | | 3 | 6 | ![](https://huggingface.co/datasets/CyberHarem/sora_beasttamer/resolve/main/samples/3/clu3-sample0.png) | ![](https://huggingface.co/datasets/CyberHarem/sora_beasttamer/resolve/main/samples/3/clu3-sample1.png) | ![](https://huggingface.co/datasets/CyberHarem/sora_beasttamer/resolve/main/samples/3/clu3-sample2.png) | ![](https://huggingface.co/datasets/CyberHarem/sora_beasttamer/resolve/main/samples/3/clu3-sample3.png) | ![](https://huggingface.co/datasets/CyberHarem/sora_beasttamer/resolve/main/samples/3/clu3-sample4.png) | | X | X | X | | | | X | | | X | X | | X | X | | X | | | X | X | X | | | | | | | | | | | | | | | | | | | | | 4 | 9 | ![](https://huggingface.co/datasets/CyberHarem/sora_beasttamer/resolve/main/samples/4/clu4-sample0.png) | ![](https://huggingface.co/datasets/CyberHarem/sora_beasttamer/resolve/main/samples/4/clu4-sample1.png) | ![](https://huggingface.co/datasets/CyberHarem/sora_beasttamer/resolve/main/samples/4/clu4-sample2.png) | ![](https://huggingface.co/datasets/CyberHarem/sora_beasttamer/resolve/main/samples/4/clu4-sample3.png) | ![](https://huggingface.co/datasets/CyberHarem/sora_beasttamer/resolve/main/samples/4/clu4-sample4.png) | | X | X | X | | | X | | X | | X | X | | X | X | X | | | | | | | X | X | | | | | | | | | | | | | | | | | | | 5 | 5 | ![](https://huggingface.co/datasets/CyberHarem/sora_beasttamer/resolve/main/samples/5/clu5-sample0.png) | ![](https://huggingface.co/datasets/CyberHarem/sora_beasttamer/resolve/main/samples/5/clu5-sample1.png) | ![](https://huggingface.co/datasets/CyberHarem/sora_beasttamer/resolve/main/samples/5/clu5-sample2.png) | ![](https://huggingface.co/datasets/CyberHarem/sora_beasttamer/resolve/main/samples/5/clu5-sample3.png) | ![](https://huggingface.co/datasets/CyberHarem/sora_beasttamer/resolve/main/samples/5/clu5-sample4.png) | | X | X | | | | | | X | | | X | X | X | | | | | | | | | X | | X | X | | | | | | | | | | | | | | | | | 6 | 5 | ![](https://huggingface.co/datasets/CyberHarem/sora_beasttamer/resolve/main/samples/6/clu6-sample0.png) | ![](https://huggingface.co/datasets/CyberHarem/sora_beasttamer/resolve/main/samples/6/clu6-sample1.png) | ![](https://huggingface.co/datasets/CyberHarem/sora_beasttamer/resolve/main/samples/6/clu6-sample2.png) | ![](https://huggingface.co/datasets/CyberHarem/sora_beasttamer/resolve/main/samples/6/clu6-sample3.png) | ![](https://huggingface.co/datasets/CyberHarem/sora_beasttamer/resolve/main/samples/6/clu6-sample4.png) | | X | X | | | | | X | X | | | X | X | | | X | | | | X | | | | | | | X | X | X | X | | | | | | | | | | | | | 7 | 8 | ![](https://huggingface.co/datasets/CyberHarem/sora_beasttamer/resolve/main/samples/7/clu7-sample0.png) | ![](https://huggingface.co/datasets/CyberHarem/sora_beasttamer/resolve/main/samples/7/clu7-sample1.png) | ![](https://huggingface.co/datasets/CyberHarem/sora_beasttamer/resolve/main/samples/7/clu7-sample2.png) | ![](https://huggingface.co/datasets/CyberHarem/sora_beasttamer/resolve/main/samples/7/clu7-sample3.png) | ![](https://huggingface.co/datasets/CyberHarem/sora_beasttamer/resolve/main/samples/7/clu7-sample4.png) | | | | X | | | | | | | X | X | | X | | | | | | | | | | | | | X | | | | X | X | X | X | X | X | X | X | X | X | X |