--- license: mit task_categories: - text-to-image tags: - art - not-for-all-audiences size_categories: - n<1K --- # Dataset of penance/ペナンス/斥罪 (Arknights) This is the dataset of penance/ペナンス/斥罪 (Arknights), containing 362 images and their tags. The core tags of this character are `animal_ears, wolf_ears, wolf_girl, yellow_eyes, long_hair, brown_hair, extra_ears, breasts, hair_between_eyes, braid, earrings, tail, wolf_tail, large_breasts, very_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 | |:-----------------|---------:|:-----------|:-------------------------------------------------------------------------------------------------------------------|:-----------|:---------------------------------------------------------------------| | raw | 362 | 680.09 MiB | [Download](https://huggingface.co/datasets/CyberHarem/penance_arknights/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). | | 1200 | 362 | 558.44 MiB | [Download](https://huggingface.co/datasets/CyberHarem/penance_arknights/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. | | stage3-p480-1200 | 907 | 1.05 GiB | [Download](https://huggingface.co/datasets/CyberHarem/penance_arknights/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/penance_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 | 20 | ![](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, black_jacket, solo, closed_mouth, simple_background, white_ascot, looking_at_viewer, upper_body, white_background, jewelry, white_shirt | | 1 | 31 | ![](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) | black_jacket, solo, white_ascot, 1girl, long_sleeves, looking_at_viewer, open_book, black_thighhighs, holding_book, white_shirt, black_coat, skirt, single_gauntlet, open_coat, black_nails, simple_background, jewelry, white_background, black_footwear, closed_mouth, cowboy_shot, hand_up | | 2 | 6 | ![](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, black_coat, black_jacket, black_nails, holding_book, nail_polish, solo, upper_body, white_ascot, closed_mouth, long_sleeves, looking_at_viewer, white_shirt, medium_breasts, open_book, animal_ear_fluff, jewelry, single_gauntlet | | 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, long_sleeves, looking_at_viewer, official_alternate_costume, open_jacket, single_braid, solo, white_jacket, fur-trimmed_jacket, jewelry, side_braid, upper_body, black_nails, blush, nail_polish, asymmetrical_bangs, black_belt, black_dress, black_shirt, black_sweater, buckle, closed_mouth, hair_ornament, hand_up, medium_breasts, on_back, parted_lips, simple_background, turtleneck, white_background | | 4 | 16 | ![](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, long_sleeves, official_alternate_costume, solo, blush, jewelry, single_braid, drinking_glass, holding_cup, holding_drink, looking_at_viewer, white_jacket, alcohol, black_sweater, open_jacket, parted_lips, simple_background, turtleneck, side_braid, nail_polish, black_nails, animal_ear_fluff, black_dress, drunk, fur-trimmed_jacket, hairclip, upper_body, white_background, asymmetrical_bangs, black_belt, lemon_slice, red_wine | | 5 | 6 | ![](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, cleavage, long_sleeves, solo, white_shirt, black_bra, blush, collarbone, open_shirt, animal_ear_fluff, simple_background, white_background, closed_mouth, collared_shirt, looking_at_viewer, navel, upper_body | | 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) | 1boy, black_hair, looking_at_viewer, male_focus, short_hair, solo, closed_mouth, black_gloves, green_eyes, infection_monitor_(arknights), long_sleeves, wolf_boy, black_jacket, ear_piercing, suit, black_coat, black_necktie, black_pants, collared_shirt, formal, fur-trimmed_coat, holding, rain | ### Table Version | # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | black_jacket | solo | closed_mouth | simple_background | white_ascot | looking_at_viewer | upper_body | white_background | jewelry | white_shirt | long_sleeves | open_book | black_thighhighs | holding_book | black_coat | skirt | single_gauntlet | open_coat | black_nails | black_footwear | cowboy_shot | hand_up | nail_polish | medium_breasts | animal_ear_fluff | official_alternate_costume | open_jacket | single_braid | white_jacket | fur-trimmed_jacket | side_braid | blush | asymmetrical_bangs | black_belt | black_dress | black_shirt | black_sweater | buckle | hair_ornament | on_back | parted_lips | turtleneck | drinking_glass | holding_cup | holding_drink | alcohol | drunk | hairclip | lemon_slice | red_wine | cleavage | black_bra | collarbone | open_shirt | collared_shirt | navel | 1boy | black_hair | male_focus | short_hair | black_gloves | green_eyes | infection_monitor_(arknights) | wolf_boy | ear_piercing | suit | black_necktie | black_pants | formal | fur-trimmed_coat | holding | rain | |----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:---------------|:-------|:---------------|:--------------------|:--------------|:--------------------|:-------------|:-------------------|:----------|:--------------|:---------------|:------------|:-------------------|:---------------|:-------------|:--------|:------------------|:------------|:--------------|:-----------------|:--------------|:----------|:--------------|:-----------------|:-------------------|:-----------------------------|:--------------|:---------------|:---------------|:---------------------|:-------------|:--------|:---------------------|:-------------|:--------------|:--------------|:----------------|:---------|:----------------|:----------|:--------------|:-------------|:-----------------|:--------------|:----------------|:----------|:--------|:-----------|:--------------|:-----------|:-----------|:------------|:-------------|:-------------|:-----------------|:--------|:-------|:-------------|:-------------|:-------------|:---------------|:-------------|:--------------------------------|:-----------|:---------------|:-------|:----------------|:--------------|:---------|:-------------------|:----------|:-------| | 0 | 20 | ![](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 | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | 1 | 31 | ![](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 | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | 2 | 6 | ![](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 | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | 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 | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | 4 | 16 | ![](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 | | X | | | | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | 5 | 6 | ![](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 | X | | | | | | | | | | | | | | 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 | X | X | X | X | X | X | X | X | X | X | X | X | X | X |