--- license: mit task_categories: - text-to-image tags: - art - not-for-all-audiences size_categories: - n<1K --- # Dataset of virtuosa/ヴィルトゥオーサ/塑心 (Arknights) This is the dataset of virtuosa/ヴィルトゥオーサ/塑心 (Arknights), containing 321 images and their tags. The core tags of this character are `black_hair, long_hair, blunt_bangs, sidelocks, straight_hair, halo, hime_cut, mole, mole_under_eye, black_halo, broken_halo, very_long_hair, dark_halo, black_eyes, wings, black_wings, pale_skin, detached_wings, energy_wings, breasts, colored_inner_hair, multicolored_hair, two-tone_hair, eyelashes, white_pupils, bright_pupils, medium_breasts, grey_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 | 321 | 667.10 MiB | [Download](https://huggingface.co/datasets/CyberHarem/virtuosa_arknights/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). | -- | -- | | stage3-p480-1200 | 818 | 1013.68 MiB | [Download](https://huggingface.co/datasets/CyberHarem/virtuosa_arknights/resolve/main/dataset-stage3-p480-1200.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. | 528 | 290 | ### 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/virtuosa_arknights', 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 | ![](https://huggingface.co/datasets/CyberHarem/virtuosa_arknights/resolve/main/samples/0/clu0-sample0.png) | ![](https://huggingface.co/datasets/CyberHarem/virtuosa_arknights/resolve/main/samples/0/clu0-sample1.png) | ![](https://huggingface.co/datasets/CyberHarem/virtuosa_arknights/resolve/main/samples/0/clu0-sample2.png) | ![](https://huggingface.co/datasets/CyberHarem/virtuosa_arknights/resolve/main/samples/0/clu0-sample3.png) | ![](https://huggingface.co/datasets/CyberHarem/virtuosa_arknights/resolve/main/samples/0/clu0-sample4.png) | 1girl, belt_buckle, black_ascot, black_belt, black_garter_straps, black_gloves, black_skirt, black_thighhighs, bow_(music), bustier, buttons, cello, closed_mouth, collared_jacket, cowboy_shot, dress_shirt, floating_hair, grey_shirt, hands_up, holding_instrument, holding_violin, light_smile, miniskirt, playing_instrument, pleated_skirt, short_over_long_sleeves, solo, standing, white_jacket, wide_sleeves, wing_collar, zettai_ryouiki, antenna_hair, artist_name, belt_pouch, light_particles, lips, ahoge, backlighting, blurry, looking_at_viewer, musical_note, staff_(music), closed_eyes, facing_viewer, feet_out_of_frame, from_side, simple_background | | 1 | 8 | ![](https://huggingface.co/datasets/CyberHarem/virtuosa_arknights/resolve/main/samples/1/clu1-sample0.png) | ![](https://huggingface.co/datasets/CyberHarem/virtuosa_arknights/resolve/main/samples/1/clu1-sample1.png) | ![](https://huggingface.co/datasets/CyberHarem/virtuosa_arknights/resolve/main/samples/1/clu1-sample2.png) | ![](https://huggingface.co/datasets/CyberHarem/virtuosa_arknights/resolve/main/samples/1/clu1-sample3.png) | ![](https://huggingface.co/datasets/CyberHarem/virtuosa_arknights/resolve/main/samples/1/clu1-sample4.png) | 1girl, belt_buckle, black_ascot, black_belt, black_footwear, black_garter_straps, black_gloves, black_skirt, black_thighhighs, bow_(music), bustier, cello, closed_mouth, collared_jacket, dress_shirt, full_body, grey_shirt, holding_instrument, holding_violin, miniskirt, pleated_skirt, short_over_long_sleeves, solo, standing, white_jacket, wide_sleeves, wing_collar, zettai_ryouiki, absurdly_long_hair, looking_at_viewer, simple_background, strappy_heels, buttons, light_smile, hands_up, white_background, belt_pouch, blush, chibi, high_heels, yellow_pupils, artist_name, shadow | | 2 | 7 | ![](https://huggingface.co/datasets/CyberHarem/virtuosa_arknights/resolve/main/samples/2/clu2-sample0.png) | ![](https://huggingface.co/datasets/CyberHarem/virtuosa_arknights/resolve/main/samples/2/clu2-sample1.png) | ![](https://huggingface.co/datasets/CyberHarem/virtuosa_arknights/resolve/main/samples/2/clu2-sample2.png) | ![](https://huggingface.co/datasets/CyberHarem/virtuosa_arknights/resolve/main/samples/2/clu2-sample3.png) | ![](https://huggingface.co/datasets/CyberHarem/virtuosa_arknights/resolve/main/samples/2/clu2-sample4.png) | 1girl, black_ascot, black_gloves, bow_(music), cello, closed_mouth, collared_jacket, holding_instrument, holding_violin, light_smile, playing_instrument, short_over_long_sleeves, solo, strap, upper_body, white_jacket, wide_sleeves, wing_collar, blurry, looking_at_viewer, dress_shirt, floating_hair, from_side, hands_up, lips, looking_to_the_side, simple_background, white_background, backlighting, buttons, grey_shirt, hand_up, standing | | 3 | 16 | ![](https://huggingface.co/datasets/CyberHarem/virtuosa_arknights/resolve/main/samples/3/clu3-sample0.png) | ![](https://huggingface.co/datasets/CyberHarem/virtuosa_arknights/resolve/main/samples/3/clu3-sample1.png) | ![](https://huggingface.co/datasets/CyberHarem/virtuosa_arknights/resolve/main/samples/3/clu3-sample2.png) | ![](https://huggingface.co/datasets/CyberHarem/virtuosa_arknights/resolve/main/samples/3/clu3-sample3.png) | ![](https://huggingface.co/datasets/CyberHarem/virtuosa_arknights/resolve/main/samples/3/clu3-sample4.png) | 1girl, collared_jacket, looking_at_viewer, simple_background, solo, upper_body, white_jacket, black_ascot, white_background, wide_sleeves, wing_collar, strap, closed_mouth, short_over_long_sleeves, light_smile, ahoge, black_gloves, from_side, hand_up, looking_to_the_side, lips, dress_shirt | | 4 | 10 | ![](https://huggingface.co/datasets/CyberHarem/virtuosa_arknights/resolve/main/samples/4/clu4-sample0.png) | ![](https://huggingface.co/datasets/CyberHarem/virtuosa_arknights/resolve/main/samples/4/clu4-sample1.png) | ![](https://huggingface.co/datasets/CyberHarem/virtuosa_arknights/resolve/main/samples/4/clu4-sample2.png) | ![](https://huggingface.co/datasets/CyberHarem/virtuosa_arknights/resolve/main/samples/4/clu4-sample3.png) | ![](https://huggingface.co/datasets/CyberHarem/virtuosa_arknights/resolve/main/samples/4/clu4-sample4.png) | 1girl, collarbone, solo, closed_mouth, navel, stomach, looking_at_viewer, nude, simple_background, smile, white_background, hair_flowing_over, thighs, black_thighhighs, shadow, hair_censor, hair_over_breasts, lying, nipples, armpits, black_panties, cowboy_shot, groin, hair_spread_out, topless | ### Table Version | # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | belt_buckle | black_ascot | black_belt | black_garter_straps | black_gloves | black_skirt | black_thighhighs | bow_(music) | bustier | buttons | cello | closed_mouth | collared_jacket | cowboy_shot | dress_shirt | floating_hair | grey_shirt | hands_up | holding_instrument | holding_violin | light_smile | miniskirt | playing_instrument | pleated_skirt | short_over_long_sleeves | solo | standing | white_jacket | wide_sleeves | wing_collar | zettai_ryouiki | antenna_hair | artist_name | belt_pouch | light_particles | lips | ahoge | backlighting | blurry | looking_at_viewer | musical_note | staff_(music) | closed_eyes | facing_viewer | feet_out_of_frame | from_side | simple_background | black_footwear | full_body | absurdly_long_hair | strappy_heels | white_background | blush | chibi | high_heels | yellow_pupils | shadow | strap | upper_body | looking_to_the_side | hand_up | collarbone | navel | stomach | nude | smile | hair_flowing_over | thighs | hair_censor | hair_over_breasts | lying | nipples | armpits | black_panties | groin | hair_spread_out | topless | |----:|----------:|:-----------------------------------------------------------------------------------------------------------|:-----------------------------------------------------------------------------------------------------------|:-----------------------------------------------------------------------------------------------------------|:-----------------------------------------------------------------------------------------------------------|:-----------------------------------------------------------------------------------------------------------|:--------|:--------------|:--------------|:-------------|:----------------------|:---------------|:--------------|:-------------------|:--------------|:----------|:----------|:--------|:---------------|:------------------|:--------------|:--------------|:----------------|:-------------|:-----------|:---------------------|:-----------------|:--------------|:------------|:---------------------|:----------------|:--------------------------|:-------|:-----------|:---------------|:---------------|:--------------|:-----------------|:---------------|:--------------|:-------------|:------------------|:-------|:--------|:---------------|:---------|:--------------------|:---------------|:----------------|:--------------|:----------------|:--------------------|:------------|:--------------------|:-----------------|:------------|:---------------------|:----------------|:-------------------|:--------|:--------|:-------------|:----------------|:---------|:--------|:-------------|:----------------------|:----------|:-------------|:--------|:----------|:-------|:--------|:--------------------|:---------|:--------------|:--------------------|:--------|:----------|:----------|:----------------|:--------|:------------------|:----------| | 0 | 5 | ![](https://huggingface.co/datasets/CyberHarem/virtuosa_arknights/resolve/main/samples/0/clu0-sample0.png) | ![](https://huggingface.co/datasets/CyberHarem/virtuosa_arknights/resolve/main/samples/0/clu0-sample1.png) | ![](https://huggingface.co/datasets/CyberHarem/virtuosa_arknights/resolve/main/samples/0/clu0-sample2.png) | ![](https://huggingface.co/datasets/CyberHarem/virtuosa_arknights/resolve/main/samples/0/clu0-sample3.png) | ![](https://huggingface.co/datasets/CyberHarem/virtuosa_arknights/resolve/main/samples/0/clu0-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 | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | 1 | 8 | ![](https://huggingface.co/datasets/CyberHarem/virtuosa_arknights/resolve/main/samples/1/clu1-sample0.png) | ![](https://huggingface.co/datasets/CyberHarem/virtuosa_arknights/resolve/main/samples/1/clu1-sample1.png) | ![](https://huggingface.co/datasets/CyberHarem/virtuosa_arknights/resolve/main/samples/1/clu1-sample2.png) | ![](https://huggingface.co/datasets/CyberHarem/virtuosa_arknights/resolve/main/samples/1/clu1-sample3.png) | ![](https://huggingface.co/datasets/CyberHarem/virtuosa_arknights/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 | | X | X | | | | | | X | | | | | | | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | 2 | 7 | ![](https://huggingface.co/datasets/CyberHarem/virtuosa_arknights/resolve/main/samples/2/clu2-sample0.png) | ![](https://huggingface.co/datasets/CyberHarem/virtuosa_arknights/resolve/main/samples/2/clu2-sample1.png) | ![](https://huggingface.co/datasets/CyberHarem/virtuosa_arknights/resolve/main/samples/2/clu2-sample2.png) | ![](https://huggingface.co/datasets/CyberHarem/virtuosa_arknights/resolve/main/samples/2/clu2-sample3.png) | ![](https://huggingface.co/datasets/CyberHarem/virtuosa_arknights/resolve/main/samples/2/clu2-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 | X | X | | | | | | | | | | | | | | | | | | 3 | 16 | ![](https://huggingface.co/datasets/CyberHarem/virtuosa_arknights/resolve/main/samples/3/clu3-sample0.png) | ![](https://huggingface.co/datasets/CyberHarem/virtuosa_arknights/resolve/main/samples/3/clu3-sample1.png) | ![](https://huggingface.co/datasets/CyberHarem/virtuosa_arknights/resolve/main/samples/3/clu3-sample2.png) | ![](https://huggingface.co/datasets/CyberHarem/virtuosa_arknights/resolve/main/samples/3/clu3-sample3.png) | ![](https://huggingface.co/datasets/CyberHarem/virtuosa_arknights/resolve/main/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 | | | | | | | | | | | | | | | | | | 4 | 10 | ![](https://huggingface.co/datasets/CyberHarem/virtuosa_arknights/resolve/main/samples/4/clu4-sample0.png) | ![](https://huggingface.co/datasets/CyberHarem/virtuosa_arknights/resolve/main/samples/4/clu4-sample1.png) | ![](https://huggingface.co/datasets/CyberHarem/virtuosa_arknights/resolve/main/samples/4/clu4-sample2.png) | ![](https://huggingface.co/datasets/CyberHarem/virtuosa_arknights/resolve/main/samples/4/clu4-sample3.png) | ![](https://huggingface.co/datasets/CyberHarem/virtuosa_arknights/resolve/main/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 | X | X | X | X |