--- license: mit task_categories: - text-to-image tags: - art - not-for-all-audiences size_categories: - n<1K --- # Dataset of suzutsuki/涼月 (Kantai Collection) This is the dataset of suzutsuki/涼月 (Kantai Collection), containing 500 images and their tags. The core tags of this character are `long_hair, one_side_up, headband, grey_hair, breasts, hair_between_eyes, grey_eyes, white_hair, blue_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 | 602.34 MiB | [Download](https://huggingface.co/datasets/CyberHarem/suzutsuki_kantaicollection/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). | | 800 | 500 | 369.73 MiB | [Download](https://huggingface.co/datasets/CyberHarem/suzutsuki_kantaicollection/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. | | stage3-p480-800 | 1224 | 819.26 MiB | [Download](https://huggingface.co/datasets/CyberHarem/suzutsuki_kantaicollection/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. | | 1200 | 500 | 544.68 MiB | [Download](https://huggingface.co/datasets/CyberHarem/suzutsuki_kantaicollection/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. | | stage3-p480-1200 | 1224 | 1.08 GiB | [Download](https://huggingface.co/datasets/CyberHarem/suzutsuki_kantaicollection/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/suzutsuki_kantaicollection', 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 | 16 |  |  |  |  |  | 1girl, black_bikini, solo, cleavage, hachimaki, grey_jacket, looking_at_viewer, clothes_writing, black_headband, navel, blush, smile, collarbone, medium_breasts, simple_background, cowboy_shot, large_breasts, white_background, open_jacket, sarong | | 1 | 7 |  |  |  |  |  | 1girl, black_bikini, cleavage, simple_background, solo, white_background, black_headband, medium_breasts, twitter_username, dated, grey_jacket, hachimaki, looking_at_viewer, one-hour_drawing_challenge, blush, clothes_writing, collarbone, upper_body | | 2 | 15 |  |  |  |  |  | 1girl, black_sailor_collar, hachimaki, serafuku, solo, upper_body, white_bodysuit, clothes_writing, grey_jacket, looking_at_viewer, simple_background, black_headband, white_background, anchor_symbol, white_gloves, white_neckerchief | | 3 | 24 |  |  |  |  |  | 1girl, clothes_writing, pleated_skirt, white_bodysuit, white_skirt, hachimaki, serafuku, solo, simple_background, white_gloves, black_sailor_collar, miniskirt, white_background, black_headband, looking_at_viewer, grey_jacket, cowboy_shot, pantyhose, white_necktie, anchor_symbol, smile | | 4 | 9 |  |  |  |  |  | black_gloves, black_skirt, clothes_writing, grey_neckerchief, hachimaki, microskirt, pleated_skirt, serafuku, short_sleeves, white_headband, white_sailor_collar, 1girl, shawl, closed_mouth, half_gloves, grey_thighhighs, smile, cowboy_shot, solo_focus | | 5 | 5 |  |  |  |  |  | 1girl, grey_neckerchief, hachimaki, serafuku, solo, upper_body, white_background, white_headband, white_sailor_collar, black_gloves, clothes_writing, simple_background, closed_mouth, half_gloves, smile | | 6 | 5 |  |  |  |  |  | 1girl, detached_collar, fake_animal_ears, playboy_bunny, rabbit_ears, rabbit_tail, solo, alternate_costume, blush, fake_tail, looking_at_viewer, simple_background, white_background, white_gloves, black_leotard, cleavage, cowboy_shot, medium_breasts, white_pantyhose, elbow_gloves, jacket, smile, wrist_cuffs | | 7 | 8 |  |  |  |  |  | 1boy, hachimaki, hetero, 1girl, large_breasts, nipples, penis, clothes_writing, solo_focus, blush, bar_censor, paizuri, sex, sweat, black_bikini, cum, mosaic_censoring, smile, vaginal | | 8 | 9 |  |  |  |  |  | 1girl, medium_breasts, solo, blush, panties, cowboy_shot, navel, simple_background, underwear_only, bra, closed_mouth, looking_at_viewer, white_background, cleavage, collarbone | | 9 | 5 |  |  |  |  |  | 1girl, black_dress, enmaided, frilled_apron, maid_headdress, solo, white_apron, cowboy_shot, maid_apron, looking_at_viewer, one-hour_drawing_challenge, puffy_sleeves, simple_background, smile, artist_logo, dated, long_sleeves, white_gloves, white_thighhighs | ### Table Version | # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | black_bikini | solo | cleavage | hachimaki | grey_jacket | looking_at_viewer | clothes_writing | black_headband | navel | blush | smile | collarbone | medium_breasts | simple_background | cowboy_shot | large_breasts | white_background | open_jacket | sarong | twitter_username | dated | one-hour_drawing_challenge | upper_body | black_sailor_collar | serafuku | white_bodysuit | anchor_symbol | white_gloves | white_neckerchief | pleated_skirt | white_skirt | miniskirt | pantyhose | white_necktie | black_gloves | black_skirt | grey_neckerchief | microskirt | short_sleeves | white_headband | white_sailor_collar | shawl | closed_mouth | half_gloves | grey_thighhighs | solo_focus | detached_collar | fake_animal_ears | playboy_bunny | rabbit_ears | rabbit_tail | alternate_costume | fake_tail | black_leotard | white_pantyhose | elbow_gloves | jacket | wrist_cuffs | 1boy | hetero | nipples | penis | bar_censor | paizuri | sex | sweat | cum | mosaic_censoring | vaginal | panties | underwear_only | bra | black_dress | enmaided | frilled_apron | maid_headdress | white_apron | maid_apron | puffy_sleeves | artist_logo | long_sleeves | white_thighhighs | |----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:---------------|:-------|:-----------|:------------|:--------------|:--------------------|:------------------|:-----------------|:--------|:--------|:--------|:-------------|:-----------------|:--------------------|:--------------|:----------------|:-------------------|:--------------|:---------|:-------------------|:--------|:-----------------------------|:-------------|:----------------------|:-----------|:-----------------|:----------------|:---------------|:--------------------|:----------------|:--------------|:------------|:------------|:----------------|:---------------|:--------------|:-------------------|:-------------|:----------------|:-----------------|:----------------------|:--------|:---------------|:--------------|:------------------|:-------------|:------------------|:-------------------|:----------------|:--------------|:--------------|:--------------------|:------------|:----------------|:------------------|:---------------|:---------|:--------------|:-------|:---------|:----------|:--------|:-------------|:----------|:------|:--------|:------|:-------------------|:----------|:----------|:-----------------|:------|:--------------|:-----------|:----------------|:-----------------|:--------------|:-------------|:----------------|:--------------|:---------------|:-------------------| 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