--- 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, grey_hair, breasts, demon_horns, medium_breasts, red_eyes, ahoge, tail, multicolored_hair, orange_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 | 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 | 469.07 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 | 1339 | 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 | 865.81 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 | 1339 | 1.68 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_pantyhose, black_scarf, black_skirt, fingerless_gloves, grey_shirt, looking_at_viewer, miniskirt, open_jacket, solo, white_hair, long_sleeves, cowboy_shot, holding, nail_polish, open_mouth, red_nails, smile, grey_background, remote_control, white_shirt | | 1 | 6 | ![](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_scarf, black_skirt, fingerless_gloves, grey_shirt, looking_at_viewer, open_jacket, red_nails, solo, :d, black_pantyhose, cowboy_shot, large_breasts, miniskirt, nail_polish, open_mouth, holding_remote_control | | 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_footwear, black_gloves, black_jacket, black_pantyhose, black_scarf, black_skirt, fingerless_gloves, grey_shirt, looking_at_viewer, miniskirt, open_jacket, red_nails, smile, solo, antennae, demon_tail, nail_polish, shoes, full_body, white_hair | | 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_gloves, black_jacket, black_scarf, fingerless_gloves, grey_shirt, looking_at_viewer, nail_polish, open_jacket, parted_lips, red_nails, simple_background, solo, upper_body, antenna_hair, grin, white_background, hair_between_eyes, scar_on_arm, white_hair | | 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, black_gloves, black_jacket, black_scarf, black_skirt, cowboy_shot, fingerless_gloves, grey_shirt, long_sleeves, looking_at_viewer, miniskirt, open_jacket, smile, solo, yellow_eyes, parted_lips, black_pantyhose, large_breasts | | 5 | 5 | ![](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, black_gloves, black_jacket, black_scarf, fingerless_gloves, grey_shirt, looking_at_viewer, nail_polish, open_jacket, red_nails, simple_background, solo, upper_body, hand_up, white_background, :d, open_mouth, grey_background, heart, long_sleeves | | 6 | 7 | ![](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, black_jacket, black_scarf, looking_at_viewer, open_jacket, solo, upper_body, grey_shirt, parted_lips, simple_background, smile, white_background, white_hair, white_shirt, antennae, yellow_eyes | | 7 | 6 | ![](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, bare_shoulders, black_jacket, black_pantyhose, black_skirt, large_breasts, looking_at_viewer, miniskirt, off_shoulder, open_jacket, sleeveless_shirt, solo, grey_shirt, black_scarf, simple_background, sitting, white_background, blush, cowboy_shot, smile, white_hair | | 8 | 6 | ![](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, antennae, black_jacket, long_sleeves, looking_at_viewer, nail_polish, official_alternate_costume, open_jacket, red_nails, solo, bare_shoulders, black_gloves, fingerless_gloves, off_shoulder, white_shirt, white_tank_top, black_choker, large_breasts, smile, antenna_hair, black_shorts, black_thighhighs, demon_girl, demon_tail, hand_up, parted_lips, simple_background, white_background | | 9 | 12 | ![](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) | 1girl, black_dress, looking_at_viewer, smile, solo, bare_shoulders, alternate_costume, demon_tail, drinking_glass, indoors, large_breasts, antenna_hair, bare_arms, demon_girl, sleeveless_dress, feet_out_of_frame, nail_polish, necklace, red_nails, black_pantyhose, holding_cup, parted_lips, red_hair, sideboob, sitting | | 10 | 10 | ![](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, bare_shoulders, cleavage_cutout, looking_at_viewer, sleeveless_dress, solo, alternate_costume, antennae, demon_tail, double_bun, navel_cutout, red_dress, red_nails, simple_background, black_dress, china_dress, thighs, white_background, earrings, pelvic_curtain, red_hair, sitting, thigh_strap, antenna_hair, demon_girl, nail_polish | | 11 | 10 | ![](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, black_headwear, demon_tail, solo, black_gloves, cleavage, demon_girl, hat, looking_at_viewer, official_alternate_costume, smile, single_elbow_glove, torn_pantyhose, asymmetrical_gloves, black_pantyhose, cowboy_shot, holding_mask, thighhighs, yellow_eyes, red_hair, thigh_boots, black_dress, black_footwear, open_mouth, teeth | | 12 | 10 | ![](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, alternate_costume, alternate_hair_length, long_hair, solo, ballerina, bare_shoulders, looking_at_viewer, antenna_hair, tutu, white_dress, leotard, strapless_dress, ballet, cleavage, collarbone, demon_tail, white_pantyhose, yellow_eyes, antennae, armpits, black_choker, demon_girl, large_breasts, leg_up, parted_lips, red_hair, simple_background, standing_on_one_leg, thighband_pantyhose | ### Table Version | # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | black_gloves | black_jacket | black_pantyhose | black_scarf | black_skirt | fingerless_gloves | grey_shirt | looking_at_viewer | miniskirt | open_jacket | solo | white_hair | long_sleeves | cowboy_shot | holding | nail_polish | open_mouth | red_nails | smile | grey_background | remote_control | white_shirt | :d | large_breasts | holding_remote_control | black_footwear | antennae | demon_tail | shoes | full_body | parted_lips | simple_background | upper_body | antenna_hair | grin | white_background | hair_between_eyes | scar_on_arm | yellow_eyes | hand_up | heart | bare_shoulders | off_shoulder | sleeveless_shirt | sitting | blush | official_alternate_costume | white_tank_top | black_choker | black_shorts | black_thighhighs | demon_girl | black_dress | alternate_costume | drinking_glass | indoors | bare_arms | sleeveless_dress | feet_out_of_frame | necklace | holding_cup | red_hair | sideboob | cleavage_cutout | double_bun | navel_cutout | red_dress | china_dress | thighs | earrings | pelvic_curtain | thigh_strap | black_headwear | cleavage | hat | single_elbow_glove | torn_pantyhose | asymmetrical_gloves | holding_mask | thighhighs | thigh_boots | teeth | alternate_hair_length | long_hair | ballerina | tutu | white_dress | leotard | strapless_dress | ballet | collarbone | white_pantyhose | armpits | 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 | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | 1 | 6 | ![](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 | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | 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 | 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 | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | 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 | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | 5 | 5 | ![](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 | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | 6 | 7 | ![](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 | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | 7 | 6 | ![](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 | 6 | ![](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 | | | | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | 9 | 12 | ![](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 | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | 10 | 10 | ![](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 | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | 11 | 10 | ![](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 | | | | | | | | X | | | | | X | X | | | | | | | | | X | | | | | | | | | | | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | 12 | 10 | ![](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 | | X | | | | | | | | X | | | | | | | | | | | | X | | | | | | | | | X | X | X | X | X | X | X | X | X | X | X | X | X | X |