--- license: mit task_categories: - text-to-image tags: - art - not-for-all-audiences size_categories: - n<1K --- # Dataset of w/W/W (Arknights) This is the dataset of w/W/W (Arknights), containing 500 images and their tags. The core tags of this character are `horns, short_hair, bangs, breasts, grey_hair, demon_horns, red_eyes, medium_breasts, ahoge, white_hair, tail`, 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 | 500 | 1.02 GiB | [Download](https://huggingface.co/datasets/CyberHarem/w_arknights/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). | | 800 | 500 | 467.43 MiB | [Download](https://huggingface.co/datasets/CyberHarem/w_arknights/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. | | stage3-p480-800 | 1338 | 1.05 GiB | [Download](https://huggingface.co/datasets/CyberHarem/w_arknights/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. | | 1200 | 500 | 863.95 MiB | [Download](https://huggingface.co/datasets/CyberHarem/w_arknights/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. | | stage3-p480-1200 | 1338 | 1.67 GiB | [Download](https://huggingface.co/datasets/CyberHarem/w_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/w_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 | 7 | ![](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_gloves, black_jacket, black_scarf, controller, fingerless_gloves, gloves, grey_shirt, holding, jacket, looking_at_viewer, open_clothes, open_jacket, remote_control, scarf, shirt, smile, solo, upper_body, black_skirt, skirt, nail_polish, red_nails, long_sleeves, multicolored_hair, yellow_eyes, antennae, open_mouth, orange_eyes | | 1 | 25 | ![](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_gloves, black_jacket, black_pantyhose, black_skirt, fingerless_gloves, gloves, grey_shirt, jacket, looking_at_viewer, miniskirt, open_clothes, open_jacket, pantyhose, scarf, shirt, skirt, solo, black_scarf, holding, cowboy_shot, remote_control, smile, controller, red_nails, long_sleeves, nail_polish, standing, parted_lips, simple_background, demon_tail, white_background | | 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, black_gloves, black_jacket, black_scarf, fingerless_gloves, gloves, grey_shirt, jacket, looking_at_viewer, nail_polish, open_clothes, open_jacket, red_nails, scarf, shirt, simple_background, smile, solo, upper_body, white_background, multicolored_hair, black_skirt, long_sleeves, skirt, index_finger_raised, large_breasts | | 3 | 5 | ![](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_scarf, jacket, looking_at_viewer, open_clothes, open_jacket, scarf, shirt, solo, upper_body, white_shirt, grey_shirt, parted_lips, simple_background, smile, yellow_eyes, antennae, black_background, hair_between_eyes | | 4 | 6 | ![](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, bare_shoulders, black_jacket, black_pantyhose, black_skirt, jacket, large_breasts, looking_at_viewer, miniskirt, off_shoulder, open_clothes, open_jacket, pantyhose, shirt, skirt, sleeveless, sleeveless_shirt, solo, antennae, grey_shirt, black_scarf, scarf, simple_background, white_background, blush, cowboy_shot, sitting, smile | | 5 | 8 | ![](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, black_dress, dress, looking_at_viewer, sleeveless, smile, solo, alternate_costume, bare_arms, cup, drinking_glass, sleeveless_dress, demon_tail, holding, holding_cup, large_breasts, parted_lips, antenna_hair, feet_out_of_frame, indoors, jewelry, multicolored_hair, sitting, nail_polish, red_nails, sideboob, backless_dress, backless_outfit, black_pantyhose, crossed_legs, demon_girl, necklace, pantyhose, table, two-tone_hair | | 6 | 9 | ![](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, bare_shoulders, cleavage, cleavage_cutout, clothing_cutout, dress, looking_at_viewer, solo, hair_bun, sleeveless, sleeveless_dress, alternate_costume, antennae, double_bun, thighs, large_breasts, navel, red_nails, closed_mouth, navel_cutout, pelvic_curtain, red_dress, red_hair, simple_background, thigh_strap, white_background, bare_arms, black_dress, cowboy_shot, multicolored_hair, nail_polish, sitting, standing | | 7 | 11 | ![](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) | 1girl, alternate_costume, long_hair, solo, alternate_hair_length, alternate_hairstyle, ballerina, looking_at_viewer, ballet, bare_shoulders, dress, strapless, antenna_hair, large_breasts, pantyhose, standing, tutu, yellow_eyes, cleavage, closed_mouth, demon_girl, demon_tail, leotard, multicolored_hair, strapless_dress, white_dress, white_pantyhose, black_choker, choker, strapless_leotard, antennae, armpits, black_background, collarbone, cowboy_shot, leg_up, red_hair, simple_background, standing_on_one_leg, thighband_pantyhose, two-tone_hair | ### Table Version | # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | black_gloves | black_jacket | black_scarf | controller | fingerless_gloves | gloves | grey_shirt | holding | jacket | looking_at_viewer | open_clothes | open_jacket | remote_control | scarf | shirt | smile | solo | upper_body | black_skirt | skirt | nail_polish | red_nails | long_sleeves | multicolored_hair | yellow_eyes | antennae | open_mouth | orange_eyes | black_pantyhose | miniskirt | pantyhose | cowboy_shot | standing | parted_lips | simple_background | demon_tail | white_background | index_finger_raised | large_breasts | white_shirt | black_background | hair_between_eyes | bare_shoulders | off_shoulder | sleeveless | sleeveless_shirt | blush | sitting | black_dress | dress | alternate_costume | bare_arms | cup | drinking_glass | sleeveless_dress | holding_cup | antenna_hair | feet_out_of_frame | indoors | jewelry | sideboob | backless_dress | backless_outfit | crossed_legs | demon_girl | necklace | table | two-tone_hair | cleavage | cleavage_cutout | clothing_cutout | hair_bun | double_bun | thighs | navel | closed_mouth | navel_cutout | pelvic_curtain | red_dress | red_hair | thigh_strap | long_hair | alternate_hair_length | alternate_hairstyle | ballerina | ballet | strapless | tutu | leotard | strapless_dress | white_dress | white_pantyhose | black_choker | choker | strapless_leotard | armpits | collarbone | leg_up | standing_on_one_leg | thighband_pantyhose | |----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:---------------|:---------------|:--------------|:-------------|:--------------------|:---------|:-------------|:----------|:---------|:--------------------|:---------------|:--------------|:-----------------|:--------|:--------|:--------|:-------|:-------------|:--------------|:--------|:--------------|:------------|:---------------|:--------------------|:--------------|:-----------|:-------------|:--------------|:------------------|:------------|:------------|:--------------|:-----------|:--------------|:--------------------|:-------------|:-------------------|:----------------------|:----------------|:--------------|:-------------------|:--------------------|:-----------------|:---------------|:-------------|:-------------------|:--------|:----------|:--------------|:--------|:--------------------|:------------|:------|:-----------------|:-------------------|:--------------|:---------------|:--------------------|:----------|:----------|:-----------|:-----------------|:------------------|:---------------|:-------------|:-----------|:--------|:----------------|:-----------|:------------------|:------------------|:-----------|:-------------|:---------|:--------|:---------------|:---------------|:-----------------|:------------|:-----------|:--------------|:------------|:------------------------|:----------------------|:------------|:---------|:------------|:-------|:----------|:------------------|:--------------|:------------------|:---------------|:---------|:--------------------|:----------|:-------------|:---------|:----------------------|:----------------------| | 0 | 7 | ![](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 | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | 1 | 25 | ![](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 | 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 | X | X | X | | | | | | | | | | | X | | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | 3 | 5 | ![](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 | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | 4 | 6 | ![](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 | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | 5 | 8 | ![](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 | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | 6 | 9 | ![](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 | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | 7 | 11 | ![](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 | | | | X | | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X |