--- license: mit task_categories: - text-to-image tags: - art - not-for-all-audiences size_categories: - n<1K --- # Dataset of kroos/クルース/克洛丝 (Arknights) This is the dataset of kroos/クルース/克洛丝 (Arknights), containing 286 images and their tags. The core tags of this character are `animal_ears, rabbit_ears, blonde_hair, hair_ornament, braid, long_hair, ahoge, breasts, bow, green_bow, hair_bow, hairclip`, 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 | 286 | 451.23 MiB | [Download](https://huggingface.co/datasets/CyberHarem/kroos_arknights/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). | | 1200 | 286 | 378.89 MiB | [Download](https://huggingface.co/datasets/CyberHarem/kroos_arknights/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. | | stage3-p480-1200 | 719 | 763.57 MiB | [Download](https://huggingface.co/datasets/CyberHarem/kroos_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/kroos_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 | 15 | ![](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_shorts, black_vest, open_mouth, simple_background, solo, white_shirt, collared_shirt, very_long_hair, white_background, :d, black_thighhighs, short_shorts, facing_viewer, rabbit_girl, black_gloves, medium_breasts, single_braid, upper_teeth_only, ^_^, belt, cowboy_shot, hand_up | | 1 | 5 | ![](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, :d, ^_^, bandage_over_one_eye, black_cape, facing_viewer, official_alternate_costume, open_mouth, skull_hair_ornament, solo, collared_shirt, rabbit_girl, sarashi, twintails, upper_body, upper_teeth_only, blush, plaid_shirt, simple_background, white_background, bandaged_arm, belt, navel, orange_hair, short_sleeves | | 2 | 11 | ![](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_jacket, solo, green_shirt, open_mouth, :d, ^_^, blush, facing_viewer, open_jacket, twintails, upper_body, blue_gloves, hand_up, long_sleeves, simple_background, rabbit_print, id_card, short_hair | | 3 | 8 | ![](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_jacket, black_shorts, blue_gloves, full_body, green_shirt, open_jacket, solo, crossbow, id_card, simple_background, white_socks, bandaid_on_knee, black_footwear, holding_weapon, white_background, facing_viewer, long_sleeves, open_mouth, short_shorts, thigh_strap, :d, sneakers, standing, twintails, ^_^, chibi, closed_mouth, lanyard | | 4 | 21 | ![](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, official_alternate_costume, china_dress, closed_eyes, white_dress, solo, cleavage_cutout, bare_shoulders, large_breasts, very_long_hair, bracelet, holding, pelvic_curtain, open_mouth, :d, blush, facing_viewer, nail_polish, rabbit_girl, upper_teeth_only | | 5 | 7 | ![](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, bare_shoulders, playboy_bunny, solo, strapless_leotard, black_leotard, blush, detached_collar, bowtie, covered_navel, pantyhose, smile, medium_breasts, rabbit_tail, simple_background, white_background, ^_^, cleavage, facing_viewer, holding, large_breasts, rabbit_girl, standing, wrist_cuffs | ### Table Version | # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | black_shorts | black_vest | open_mouth | simple_background | solo | white_shirt | collared_shirt | very_long_hair | white_background | :d | black_thighhighs | short_shorts | facing_viewer | rabbit_girl | black_gloves | medium_breasts | single_braid | upper_teeth_only | ^_^ | belt | cowboy_shot | hand_up | bandage_over_one_eye | black_cape | official_alternate_costume | skull_hair_ornament | sarashi | twintails | upper_body | blush | plaid_shirt | bandaged_arm | navel | orange_hair | short_sleeves | black_jacket | green_shirt | open_jacket | blue_gloves | long_sleeves | rabbit_print | id_card | short_hair | full_body | crossbow | white_socks | bandaid_on_knee | black_footwear | holding_weapon | thigh_strap | sneakers | standing | chibi | closed_mouth | lanyard | china_dress | closed_eyes | white_dress | cleavage_cutout | bare_shoulders | large_breasts | bracelet | holding | pelvic_curtain | nail_polish | playboy_bunny | strapless_leotard | black_leotard | detached_collar | bowtie | covered_navel | pantyhose | smile | rabbit_tail | cleavage | wrist_cuffs | |----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:---------------|:-------------|:-------------|:--------------------|:-------|:--------------|:-----------------|:-----------------|:-------------------|:-----|:-------------------|:---------------|:----------------|:--------------|:---------------|:-----------------|:---------------|:-------------------|:------|:-------|:--------------|:----------|:-----------------------|:-------------|:-----------------------------|:----------------------|:----------|:------------|:-------------|:--------|:--------------|:---------------|:--------|:--------------|:----------------|:---------------|:--------------|:--------------|:--------------|:---------------|:---------------|:----------|:-------------|:------------|:-----------|:--------------|:------------------|:-----------------|:-----------------|:--------------|:-----------|:-----------|:--------|:---------------|:----------|:--------------|:--------------|:--------------|:------------------|:-----------------|:----------------|:-----------|:----------|:-----------------|:--------------|:----------------|:--------------------|:----------------|:------------------|:---------|:----------------|:------------|:--------|:--------------|:-----------|:--------------| | 0 | 15 | ![](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 | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | 1 | 5 | ![](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 | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | 2 | 11 | ![](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 | 8 | ![](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 | | | | | | | | | | | | | | | | | | | | | | | 4 | 21 | ![](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 | | | | | | | | | | | | | 5 | 7 | ![](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 | X | X | X | X | X | X | X |