--- license: mit task_categories: - text-to-image tags: - art - not-for-all-audiences size_categories: - n<1K --- # Dataset of super_sass/SuperSASS/S-SASS (Girls' Frontline) This is the dataset of super_sass/SuperSASS/S-SASS (Girls' Frontline), containing 135 images and their tags. The core tags of this character are `long_hair, black_hair, hairband, breasts, purple_eyes, bangs, mole_under_eye, mole, very_long_hair, blue_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 | 135 | 163.15 MiB | [Download](https://huggingface.co/datasets/CyberHarem/super_sass_girlsfrontline/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). | | 800 | 135 | 84.91 MiB | [Download](https://huggingface.co/datasets/CyberHarem/super_sass_girlsfrontline/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. | | stage3-p480-800 | 314 | 180.50 MiB | [Download](https://huggingface.co/datasets/CyberHarem/super_sass_girlsfrontline/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. | | 1200 | 135 | 138.20 MiB | [Download](https://huggingface.co/datasets/CyberHarem/super_sass_girlsfrontline/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. | | stage3-p480-1200 | 314 | 259.75 MiB | [Download](https://huggingface.co/datasets/CyberHarem/super_sass_girlsfrontline/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/super_sass_girlsfrontline', 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 | 5 | ![](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, simple_background, white_background, hair_flaps, looking_at_viewer, smile, solo, jacket, serafuku, upper_body, blush, coat | | 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) | 1girl, looking_at_viewer, skirt, solo, black_pantyhose, serafuku, simple_background, smile, blush, white_background, fingerless_gloves, headband, jacket, bag | | 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) | 1girl, gloves, hair_flaps, mod3_(girls'_frontline), rifle, solo, bare_shoulders, holding_gun, looking_at_viewer, pleated_skirt, blue_skirt, large_breasts, black_pantyhose, closed_mouth, feet_out_of_frame, simple_background, sitting, suppressor, white_background | | 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, blue_skirt, looking_at_viewer, solo, blush, pleated_skirt, serafuku, black_pantyhose, blue_sailor_collar, closed_mouth, collarbone, holding_gun, long_sleeves, simple_background, smile, white_background, yellow_neckerchief, black_gloves, fingerless_gloves, full_body, headband, hood_down, white_shirt, blue_hairband, hair_between_eyes, hooded_jacket, knee_pads, open_jacket, sneakers, sniper_rifle, white_footwear | | 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) | blush, fingerless_gloves, jacket, open_mouth, 1girl, headband, looking_at_viewer, solo, collarbone, simple_background, heart_hands, serafuku, smile | ### Table Version | # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | simple_background | white_background | hair_flaps | looking_at_viewer | smile | solo | jacket | serafuku | upper_body | blush | coat | skirt | black_pantyhose | fingerless_gloves | headband | bag | gloves | mod3_(girls'_frontline) | rifle | bare_shoulders | holding_gun | pleated_skirt | blue_skirt | large_breasts | closed_mouth | feet_out_of_frame | sitting | suppressor | blue_sailor_collar | collarbone | long_sleeves | yellow_neckerchief | black_gloves | full_body | hood_down | white_shirt | blue_hairband | hair_between_eyes | hooded_jacket | knee_pads | open_jacket | sneakers | sniper_rifle | white_footwear | open_mouth | heart_hands | |----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:--------------------|:-------------------|:-------------|:--------------------|:--------|:-------|:---------|:-----------|:-------------|:--------|:-------|:--------|:------------------|:--------------------|:-----------|:------|:---------|:--------------------------|:--------|:-----------------|:--------------|:----------------|:-------------|:----------------|:---------------|:--------------------|:----------|:-------------|:---------------------|:-------------|:---------------|:---------------------|:---------------|:------------|:------------|:--------------|:----------------|:--------------------|:----------------|:------------|:--------------|:-----------|:---------------|:-----------------|:-------------|:--------------| | 0 | 5 | ![](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 | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | 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 | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | 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 | 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 | 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 |