--- license: mit task_categories: - text-to-image tags: - art - not-for-all-audiences size_categories: - n<1K --- # Dataset of sora/ソラ/空 (Arknights) This is the dataset of sora/ソラ/空 (Arknights), containing 396 images and their tags. The core tags of this character are `animal_ears, blonde_hair, twintails, wolf_ears, red_eyes, animal_ear_fluff, ahoge, bow, short_hair, hair_bow, tail, breasts`, 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 | 396 | 570.69 MiB | [Download](https://huggingface.co/datasets/CyberHarem/sora_arknights/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). | | 800 | 396 | 302.09 MiB | [Download](https://huggingface.co/datasets/CyberHarem/sora_arknights/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. | | stage3-p480-800 | 932 | 645.44 MiB | [Download](https://huggingface.co/datasets/CyberHarem/sora_arknights/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. | | 1200 | 396 | 487.58 MiB | [Download](https://huggingface.co/datasets/CyberHarem/sora_arknights/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. | | stage3-p480-1200 | 932 | 954.93 MiB | [Download](https://huggingface.co/datasets/CyberHarem/sora_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/sora_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 | 12 | ![](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, looking_at_viewer, open_mouth, red_necktie, solo, white_shirt, black_vest, collared_shirt, fang, hair_between_eyes, holding, simple_background, white_background, :d, blush, cowboy_shot, black_cape, long_sleeves, microphone, red_skirt, upper_body, wolf_tail | | 1 | 11 | ![](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, looking_at_viewer, one_eye_closed, open_mouth, smile, solo, white_thighhighs, black_gloves, red_necktie, white_footwear, white_shirt, black_vest, cape, knee_boots, simple_background, fang, white_background, full_body, lace-up_boots, wolf_tail, hair_between_eyes, long_sleeves, red_skirt, standing_on_one_leg, collared_shirt, frilled_skirt, holding_microphone_stand, zettai_ryouiki | | 2 | 7 | ![](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_vest, looking_at_viewer, open_mouth, simple_background, solo, white_background, white_footwear, white_shirt, white_thighhighs, :d, full_body, long_sleeves, zettai_ryouiki, knee_boots, standing, blush, lace-up_boots, miniskirt, wolf_tail, black_cape, frilled_skirt, holding, long_hair, red_necktie | | 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, collared_shirt, open_mouth, red_necktie, solo, white_shirt, ;d, black_gloves, looking_at_viewer, one_eye_closed, simple_background, smile, upper_body, black_vest, cape, black_dress, long_sleeves, sparkle, blush, hand_up, white_background | | 4 | 7 | ![](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, red_necktie, solo, upper_body, white_shirt, closed_mouth, collared_shirt, black_vest, looking_at_viewer, simple_background, white_background, smile, hair_between_eyes, portrait, red_bow | | 5 | 53 | ![](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) | bare_shoulders, official_alternate_costume, white_bikini, medium_breasts, cleavage, looking_at_viewer, 1girl, solo, open_mouth, smile, hair_ornament, navel, off_shoulder, stomach, white_jacket, white_skirt, outdoors, day, miniskirt, collarbone, open_jacket, long_sleeves, wolf_tail, blue_sky, bikini_skirt, standing, thigh_strap, thighs, holding, hand_up, blush, fang, one_eye_closed, cowboy_shot, cloud | | 6 | 13 | ![](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) | bare_shoulders, black_dress, black_headwear, hat, 1girl, black_gloves, official_alternate_costume, solo, elbow_gloves, long_hair, necklace, sleeveless_dress, cleavage, looking_at_viewer, holding, hair_between_eyes, wolf_girl, blush, choker, closed_mouth, large_breasts, medium_breasts, parted_lips | ### Table Version | # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | black_gloves | looking_at_viewer | open_mouth | red_necktie | solo | white_shirt | black_vest | collared_shirt | fang | hair_between_eyes | holding | simple_background | white_background | :d | blush | cowboy_shot | black_cape | long_sleeves | microphone | red_skirt | upper_body | wolf_tail | ;d | one_eye_closed | smile | white_thighhighs | white_footwear | cape | knee_boots | full_body | lace-up_boots | standing_on_one_leg | frilled_skirt | holding_microphone_stand | zettai_ryouiki | standing | miniskirt | long_hair | black_dress | sparkle | hand_up | closed_mouth | portrait | red_bow | bare_shoulders | official_alternate_costume | white_bikini | medium_breasts | cleavage | hair_ornament | navel | off_shoulder | stomach | white_jacket | white_skirt | outdoors | day | collarbone | open_jacket | blue_sky | bikini_skirt | thigh_strap | thighs | cloud | black_headwear | hat | elbow_gloves | necklace | sleeveless_dress | wolf_girl | choker | large_breasts | parted_lips | |----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:---------------|:--------------------|:-------------|:--------------|:-------|:--------------|:-------------|:-----------------|:-------|:--------------------|:----------|:--------------------|:-------------------|:-----|:--------|:--------------|:-------------|:---------------|:-------------|:------------|:-------------|:------------|:-----|:-----------------|:--------|:-------------------|:-----------------|:-------|:-------------|:------------|:----------------|:----------------------|:----------------|:---------------------------|:-----------------|:-----------|:------------|:------------|:--------------|:----------|:----------|:---------------|:-----------|:----------|:-----------------|:-----------------------------|:---------------|:-----------------|:-----------|:----------------|:--------|:---------------|:----------|:---------------|:--------------|:-----------|:------|:-------------|:--------------|:-----------|:---------------|:--------------|:---------|:--------|:-----------------|:------|:---------------|:-----------|:-------------------|:------------|:---------|:----------------|:--------------| | 0 | 12 | ![](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 | 11 | ![](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 | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | 2 | 7 | ![](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 | 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 | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | 4 | 7 | ![](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 | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | 5 | 53 | ![](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 | | | | | | | | | | | 6 | 13 | ![](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 |