diff --git a/README.md b/README.md index c1064ad3f614ba892373b867594be2abcd53a1bd..e194cec086ce73b5b9bb0dfa0e5e6d4f91929eae 100644 --- a/README.md +++ b/README.md @@ -9,22 +9,91 @@ size_categories: - n<1K --- -# Dataset of zuihou_kantaicollection +# Dataset of zuihou/瑞鳳 (Kantai Collection) -This is the dataset of zuihou_kantaicollection, containing 200 images and their tags. +This is the dataset of zuihou/瑞鳳 (Kantai Collection), containing 500 images and their tags. + +The core tags of this character are `long_hair, brown_eyes, ponytail, brown_hair, headband, high_ponytail`, 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)). -| Name | Images | Download | Description | -|:------------|---------:|:------------------------------------|:-------------------------------------------------------------------------| -| raw | 200 | [Download](dataset-raw.zip) | Raw data with meta information. | -| raw-stage3 | 471 | [Download](dataset-raw-stage3.zip) | 3-stage cropped raw data with meta information. | -| 384x512 | 200 | [Download](dataset-384x512.zip) | 384x512 aligned dataset. | -| 512x512 | 200 | [Download](dataset-512x512.zip) | 512x512 aligned dataset. | -| 512x704 | 200 | [Download](dataset-512x704.zip) | 512x704 aligned dataset. | -| 640x640 | 200 | [Download](dataset-640x640.zip) | 640x640 aligned dataset. | -| 640x880 | 200 | [Download](dataset-640x880.zip) | 640x880 aligned dataset. | -| stage3-640 | 471 | [Download](dataset-stage3-640.zip) | 3-stage cropped dataset with the shorter side not exceeding 640 pixels. | -| stage3-800 | 471 | [Download](dataset-stage3-800.zip) | 3-stage cropped dataset with the shorter side not exceeding 800 pixels. | -| stage3-1200 | 471 | [Download](dataset-stage3-1200.zip) | 3-stage cropped dataset with the shorter side not exceeding 1200 pixels. | +## List of Packages + +| Name | Images | Size | Download | Type | Description | +|:-----------------|---------:|:------------|:-------------------------------------------------------------------------------------------------------------------------|:-----------|:---------------------------------------------------------------------| +| raw | 500 | 535.97 MiB | [Download](https://huggingface.co/datasets/CyberHarem/zuihou_kantaicollection/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). | +| 800 | 500 | 336.77 MiB | [Download](https://huggingface.co/datasets/CyberHarem/zuihou_kantaicollection/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. | +| stage3-p480-800 | 1253 | 753.29 MiB | [Download](https://huggingface.co/datasets/CyberHarem/zuihou_kantaicollection/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. | +| 1200 | 500 | 486.40 MiB | [Download](https://huggingface.co/datasets/CyberHarem/zuihou_kantaicollection/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. | +| stage3-p480-1200 | 1253 | 1002.33 MiB | [Download](https://huggingface.co/datasets/CyberHarem/zuihou_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/zuihou_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 | 5 | ![](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, hachimaki, japanese_clothes, looking_at_viewer, solo, upper_body, long_sleeves, muneate, simple_background, smile, white_background, wide_sleeves, light_brown_hair | +| 1 | 23 | ![](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, hachimaki, japanese_clothes, solo, looking_at_viewer, muneate, blush, hair_ribbon, smile, open_mouth | +| 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, blush, hachimaki, japanese_clothes, looking_at_viewer, muneate, solo, upper_body, white_background, simple_background, smile, open_mouth | +| 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, bow_(weapon), hachimaki, japanese_clothes, muneate, solo, airplane, looking_at_viewer, hair_ribbon, smile, arrow_(projectile), open_mouth, shorts, character_name | +| 4 | 11 | ![](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, bow_(weapon), hachimaki, japanese_clothes, muneate, solo, yugake, hair_ribbon, shorts, airplane, looking_at_viewer, open_mouth, single_glove, smile, arrow_(projectile), blush | +| 5 | 9 | ![](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, blush, hachimaki, japanese_clothes, looking_at_viewer, solo, tamagoyaki, chopsticks, open_mouth, light_brown_hair, smile, holding, muneate, wide_sleeves | +| 6 | 11 | ![](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, alternate_costume, looking_at_viewer, obi, red_kimono, solo, wide_sleeves, hachimaki, hair_between_eyes, floral_print, long_sleeves, smile, holding, open_mouth, blush, hamaya, new_year | +| 7 | 5 | ![](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, hachimaki, japanese_clothes, looking_at_viewer, nipples, small_breasts, solo, blush, navel, open_clothes, simple_background, open_mouth, sitting, smile, white_background | +| 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, employee_uniform, hachimaki, light_brown_hair, solo, black_skirt, long_sleeves, open_mouth, pleated_skirt, alternate_costume, looking_at_viewer, :d, blue_shirt, vertical_stripes | +| 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, green_jacket, solo, looking_at_viewer, hoodie, pleated_skirt, black_skirt, blush, gift, white_sweater, heart-shaped_box, smile, cowboy_shot, hooded_sweater, long_sleeves, hair_between_eyes, light_brown_hair, official_alternate_costume | +| 10 | 17 | ![](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, solo, looking_at_viewer, serafuku, cosplay, white_background, pleated_skirt, simple_background, smile, black_skirt, grey_hair, long_sleeves, neckerchief | +| 11 | 6 | ![](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, looking_at_viewer, simple_background, small_breasts, solo, side-tie_bikini_bottom, white_background, blush, hair_between_eyes, navel, black_bikini, black_thighhighs, collarbone, cowboy_shot, micro_bikini | +| 12 | 6 | ![](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, hetero, navel, nipples, sex, small_breasts, 1boy, open_mouth, vaginal, bar_censor, blush, cum_in_pussy, hachimaki, light_brown_hair, nude, penis, solo_focus, girl_on_top, straddling | + +### Table Version + +| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | hachimaki | japanese_clothes | looking_at_viewer | solo | upper_body | long_sleeves | muneate | simple_background | smile | white_background | wide_sleeves | light_brown_hair | blush | hair_ribbon | open_mouth | bow_(weapon) | airplane | arrow_(projectile) | shorts | character_name | yugake | single_glove | tamagoyaki | chopsticks | holding | alternate_costume | obi | red_kimono | hair_between_eyes | floral_print | hamaya | new_year | nipples | small_breasts | navel | open_clothes | sitting | employee_uniform | black_skirt | pleated_skirt | :d | blue_shirt | vertical_stripes | green_jacket | hoodie | gift | white_sweater | heart-shaped_box | cowboy_shot | hooded_sweater | official_alternate_costume | serafuku | cosplay | grey_hair | neckerchief | side-tie_bikini_bottom | black_bikini | black_thighhighs | collarbone | micro_bikini | hetero | sex | 1boy | vaginal | bar_censor | cum_in_pussy | nude | penis | solo_focus | girl_on_top | straddling | +|----:|----------:|:----------------------------------|:----------------------------------|:----------------------------------|:----------------------------------|:----------------------------------|:--------|:------------|:-------------------|:--------------------|:-------|:-------------|:---------------|:----------|:--------------------|:--------|:-------------------|:---------------|:-------------------|:--------|:--------------|:-------------|:---------------|:-----------|:---------------------|:---------|:-----------------|:---------|:---------------|:-------------|:-------------|:----------|:--------------------|:------|:-------------|:--------------------|:---------------|:---------|:-----------|:----------|:----------------|:--------|:---------------|:----------|:-------------------|:--------------|:----------------|:-----|:-------------|:-------------------|:---------------|:---------|:-------|:----------------|:-------------------|:--------------|:-----------------|:-----------------------------|:-----------|:----------|:------------|:--------------|:-------------------------|:---------------|:-------------------|:-------------|:---------------|:---------|:------|:-------|:----------|:-------------|:---------------|:-------|:--------|:-------------|:--------------|:-------------| +| 0 | 5 | ![](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 | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | +| 1 | 23 | ![](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 | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | +| 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 | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | +| 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 | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | +| 4 | 11 | ![](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 | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | +| 5 | 9 | ![](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 | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | +| 6 | 11 | ![](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 | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | +| 7 | 5 | ![](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 | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | +| 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 | | | | | | | | | | | | | | | | | | | | | | | | | | | | | +| 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 | | | | | | | | | | | | | | | | | | | | | +| 10 | 17 | ![](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 | | | | | | | | | | | | | | | | | +| 11 | 6 | ![](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 | | | | | | | | | | | | +| 12 | 6 | ![](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 | diff --git a/dataset-1200.zip b/dataset-1200.zip new file mode 100644 index 0000000000000000000000000000000000000000..2f2c68f837345da078d4714b69d976bf5b725b0e --- /dev/null +++ b/dataset-1200.zip @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid 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