--- license: mit task_categories: - text-to-image tags: - art - not-for-all-audiences size_categories: - n<1K --- # Dataset of Aya Asagiri/朝霧彩 (Mahou Shoujo Site) This is the dataset of Aya Asagiri/朝霧彩 (Mahou Shoujo Site), containing 467 images and their tags. The core tags of this character are `long_hair, black_hair, red_bow, bow, purple_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 | 467 | 234.08 MiB | [Download](https://huggingface.co/datasets/CyberHarem/aya_asagiri_mahoushoujosite/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). | | 1200 | 467 | 233.91 MiB | [Download](https://huggingface.co/datasets/CyberHarem/aya_asagiri_mahoushoujosite/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. | | stage3-p480-1200 | 851 | 381.25 MiB | [Download](https://huggingface.co/datasets/CyberHarem/aya_asagiri_mahoushoujosite/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/aya_asagiri_mahoushoujosite', 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 | ![](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, anime_coloring, black_shirt, indoors, red_bowtie, serafuku, solo, upper_body, white_sailor_collar, closed_mouth, looking_at_viewer, short_sleeves, blurry_background, red_eyes | | 1 | 11 | ![](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_shirt, red_bowtie, serafuku, solo, upper_body, anime_coloring, open_mouth, sweatdrop, white_sailor_collar | | 2 | 10 | ![](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, anime_coloring, solo, black_shirt, white_sailor_collar, upper_body, closed_mouth, looking_at_viewer, portrait, black_serafuku, red_eyes, parody | | 3 | 6 | ![](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, black_shirt, black_skirt, classroom, indoors, red_bowtie, short_sleeves, solo, white_sailor_collar, anime_coloring, chalkboard, closed_mouth, school_desk, pleated_skirt, black_serafuku, blurry_background, chair | | 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, black_serafuku, black_shirt, black_skirt, pleated_skirt, red_bowtie, short_sleeves, solo, standing, white_sailor_collar, anime_coloring, open_mouth, looking_down, red_eyes, :o, blunt_bangs, cowboy_shot, dark, indoors, looking_at_viewer, torn_clothes | | 5 | 16 | ![](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) | 1girl, solo, open_mouth, portrait, anime_coloring, close-up, looking_at_viewer, sweatdrop | | 6 | 8 | ![](samples/6/clu6-sample0.png) | ![](samples/6/clu6-sample1.png) | ![](samples/6/clu6-sample2.png) | ![](samples/6/clu6-sample3.png) | ![](samples/6/clu6-sample4.png) | 1girl, solo, anime_coloring, parody, open_mouth, red_eyes, tears, black_serafuku, crying | | 7 | 9 | ![](samples/7/clu7-sample0.png) | ![](samples/7/clu7-sample1.png) | ![](samples/7/clu7-sample2.png) | ![](samples/7/clu7-sample3.png) | ![](samples/7/clu7-sample4.png) | black_shirt, brown_hair, holding_gun, red_bowtie, short_sleeves, 1girl, white_sailor_collar, dark, red_eyes, red_hair, black_skirt, blood_on_face, handgun, injury, pleated_skirt, solo, black_serafuku, night, open_mouth, parted_lips, indoors | | 8 | 5 | ![](samples/8/clu8-sample0.png) | ![](samples/8/clu8-sample1.png) | ![](samples/8/clu8-sample2.png) | ![](samples/8/clu8-sample3.png) | ![](samples/8/clu8-sample4.png) | 1girl, black_shirt, black_skirt, black_socks, brown_footwear, kneehighs, pleated_skirt, red_bowtie, sailor_collar, short_sleeves, black_serafuku, blood_on_face, injury, solo, brown_hair, holding, loafers, red_eyes, closed_mouth, multicolored_hair, night, open_mouth | | 9 | 6 | ![](samples/9/clu9-sample0.png) | ![](samples/9/clu9-sample1.png) | ![](samples/9/clu9-sample2.png) | ![](samples/9/clu9-sample3.png) | ![](samples/9/clu9-sample4.png) | black_skirt, open_mouth, pleated_skirt, red_bowtie, sailor_collar, short_sleeves, solo_focus, black_shirt, holding, 2girls, black_serafuku, 1girl, red_eyes, school_bag | | 10 | 6 | ![](samples/10/clu10-sample0.png) | ![](samples/10/clu10-sample1.png) | ![](samples/10/clu10-sample2.png) | ![](samples/10/clu10-sample3.png) | ![](samples/10/clu10-sample4.png) | 1girl, cloud, kneehighs, outdoors, pleated_skirt, school_bag, short_sleeves, sky, solo, squatting, sunset, black_skirt, black_socks, cat, red_bowtie, sailor_collar, black_serafuku, closed_mouth, shirt | | 11 | 7 | ![](samples/11/clu11-sample0.png) | ![](samples/11/clu11-sample1.png) | ![](samples/11/clu11-sample2.png) | ![](samples/11/clu11-sample3.png) | ![](samples/11/clu11-sample4.png) | 1girl, blurry, day, looking_at_viewer, outdoors, sky, solo, portrait, anime_coloring, closed_mouth, sweatdrop | | 12 | 7 | ![](samples/12/clu12-sample0.png) | ![](samples/12/clu12-sample1.png) | ![](samples/12/clu12-sample2.png) | ![](samples/12/clu12-sample3.png) | ![](samples/12/clu12-sample4.png) | 1girl, anime_coloring, clenched_teeth, closed_eyes, long_sleeves, solo, striped_clothes, striped_shirt, profile, from_side, running, clenched_hand, upper_body | | 13 | 8 | ![](samples/13/clu13-sample0.png) | ![](samples/13/clu13-sample1.png) | ![](samples/13/clu13-sample2.png) | ![](samples/13/clu13-sample3.png) | ![](samples/13/clu13-sample4.png) | 1girl, hoodie, solo, open_mouth, upper_body, jacket, looking_at_viewer, collarbone, shaded_face, sky, :o, brown_hair, cloud, outdoors, pink_eyes, sweatdrop | ### Table Version | # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | anime_coloring | black_shirt | indoors | red_bowtie | serafuku | solo | upper_body | white_sailor_collar | closed_mouth | looking_at_viewer | short_sleeves | blurry_background | red_eyes | open_mouth | sweatdrop | portrait | black_serafuku | parody | black_skirt | classroom | chalkboard | school_desk | pleated_skirt | chair | standing | looking_down | :o | blunt_bangs | cowboy_shot | dark | torn_clothes | close-up | tears | crying | brown_hair | holding_gun | red_hair | blood_on_face | handgun | injury | night | parted_lips | black_socks | brown_footwear | kneehighs | sailor_collar | holding | loafers | multicolored_hair | solo_focus | 2girls | school_bag | cloud | outdoors | sky | squatting | sunset | cat | shirt | blurry | day | clenched_teeth | closed_eyes | long_sleeves | striped_clothes | striped_shirt | profile | from_side | running | clenched_hand | hoodie | jacket | collarbone | shaded_face | pink_eyes | |----:|----------:|:----------------------------------|:----------------------------------|:----------------------------------|:----------------------------------|:----------------------------------|:--------|:-----------------|:--------------|:----------|:-------------|:-----------|:-------|:-------------|:----------------------|:---------------|:--------------------|:----------------|:--------------------|:-----------|:-------------|:------------|:-----------|:-----------------|:---------|:--------------|:------------|:-------------|:--------------|:----------------|:--------|:-----------|:---------------|:-----|:--------------|:--------------|:-------|:---------------|:-----------|:--------|:---------|:-------------|:--------------|:-----------|:----------------|:----------|:---------|:--------|:--------------|:--------------|:-----------------|:------------|:----------------|:----------|:----------|:--------------------|:-------------|:---------|:-------------|:--------|:-----------|:------|:------------|:---------|:------|:--------|:---------|:------|:-----------------|:--------------|:---------------|:------------------|:----------------|:----------|:------------|:----------|:----------------|:---------|:---------|:-------------|:--------------|:------------| | 0 | 8 | ![](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 | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | 1 | 11 | ![](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 | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | 2 | 10 | ![](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 | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | 3 | 6 | ![](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 | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | 5 | 16 | ![](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 | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | 6 | 8 | ![](samples/6/clu6-sample0.png) | ![](samples/6/clu6-sample1.png) | ![](samples/6/clu6-sample2.png) | ![](samples/6/clu6-sample3.png) | ![](samples/6/clu6-sample4.png) | X | X | | | | | X | | | | | | | X | X | | | X | X | | | | | | | | | | | | | | | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | 7 | 9 | ![](samples/7/clu7-sample0.png) | ![](samples/7/clu7-sample1.png) | ![](samples/7/clu7-sample2.png) | ![](samples/7/clu7-sample3.png) | ![](samples/7/clu7-sample4.png) | X | | X | X | X | | X | | X | | | X | | X | X | | | X | | X | | | | X | | | | | | | X | | | | | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | 8 | 5 | ![](samples/8/clu8-sample0.png) | ![](samples/8/clu8-sample1.png) | ![](samples/8/clu8-sample2.png) | ![](samples/8/clu8-sample3.png) | ![](samples/8/clu8-sample4.png) | X | | X | | X | | X | | | X | | X | | X | X | | | X | | X | | | | X | | | | | | | | | | | | X | | | X | | X | X | | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | 9 | 6 | ![](samples/9/clu9-sample0.png) | ![](samples/9/clu9-sample1.png) | ![](samples/9/clu9-sample2.png) | ![](samples/9/clu9-sample3.png) | ![](samples/9/clu9-sample4.png) | X | | X | | X | | | | | | | X | | X | X | | | X | | X | | | | X | | | | | | | | | | | | | | | | | | | | | | | X | X | | | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | 10 | 6 | ![](samples/10/clu10-sample0.png) | ![](samples/10/clu10-sample1.png) | ![](samples/10/clu10-sample2.png) | ![](samples/10/clu10-sample3.png) | ![](samples/10/clu10-sample4.png) | X | | | | X | | X | | | X | | X | | | | | | X | | X | | | | X | | | | | | | | | | | | | | | | | | | | X | | X | X | | | | | | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | 11 | 7 | ![](samples/11/clu11-sample0.png) | ![](samples/11/clu11-sample1.png) | ![](samples/11/clu11-sample2.png) | ![](samples/11/clu11-sample3.png) | ![](samples/11/clu11-sample4.png) | X | X | | | | | X | | | X | X | | | | | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | X | X | | | | | X | X | | | | | | | | | | | | | | | | 12 | 7 | ![](samples/12/clu12-sample0.png) | ![](samples/12/clu12-sample1.png) | ![](samples/12/clu12-sample2.png) | ![](samples/12/clu12-sample3.png) | ![](samples/12/clu12-sample4.png) | X | X | | | | | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | X | X | X | X | X | X | X | X | X | | | | | | | 13 | 8 | ![](samples/13/clu13-sample0.png) | ![](samples/13/clu13-sample1.png) | ![](samples/13/clu13-sample2.png) | ![](samples/13/clu13-sample3.png) | ![](samples/13/clu13-sample4.png) | X | | | | | | X | X | | | X | | | | X | X | | | | | | | | | | | | X | | | | | | | | X | | | | | | | | | | | | | | | | | | X | X | X | | | | | | | | | | | | | | | | X | X | X | X | X |