diff --git a/README.md b/README.md index e61f99fad259ac30b6ada228a547a13eca83c78d..2e5c2b24c68dcd64753b519a9136ada2292fdac8 100644 --- a/README.md +++ b/README.md @@ -9,22 +9,85 @@ size_categories: - n<1K --- -# Dataset of akagi_kantaicollection +# Dataset of akagi/赤城/赤城 (Kantai Collection) -This is the dataset of akagi_kantaicollection, containing 200 images and their tags. +This is the dataset of akagi/赤城/赤城 (Kantai Collection), containing 500 images and their tags. + +The core tags of this character are `long_hair, brown_hair, brown_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)). -| Name | Images | Download | Description | -|:------------|---------:|:------------------------------------|:-------------------------------------------------------------------------| -| raw | 200 | [Download](dataset-raw.zip) | Raw data with meta information. | -| raw-stage3 | 446 | [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 | 446 | [Download](dataset-stage3-640.zip) | 3-stage cropped dataset with the shorter side not exceeding 640 pixels. | -| stage3-800 | 446 | [Download](dataset-stage3-800.zip) | 3-stage cropped dataset with the shorter side not exceeding 800 pixels. | -| stage3-1200 | 446 | [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 | 493.07 MiB | [Download](https://huggingface.co/datasets/CyberHarem/akagi_kantaicollection/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). | +| 800 | 500 | 323.95 MiB | [Download](https://huggingface.co/datasets/CyberHarem/akagi_kantaicollection/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. | +| stage3-p480-800 | 1090 | 628.41 MiB | [Download](https://huggingface.co/datasets/CyberHarem/akagi_kantaicollection/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. | +| 1200 | 500 | 451.62 MiB | [Download](https://huggingface.co/datasets/CyberHarem/akagi_kantaicollection/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. | +| stage3-p480-1200 | 1090 | 824.66 MiB | [Download](https://huggingface.co/datasets/CyberHarem/akagi_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/akagi_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 | 17 | ![](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, arrow_(projectile), bow_(weapon), muneate, solo, quiver, tasuki, white_thighhighs, yugake, hakama_short_skirt, single_glove, flight_deck, looking_at_viewer, white_background, smile | +| 1 | 7 | ![](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, arrow_(projectile), flight_deck, hakama_short_skirt, holding_bow_(weapon), muneate, quiver, single_glove, solo, straight_hair, tasuki, yugake, brown_gloves, red_hakama, white_background, looking_at_viewer, simple_background, smile, red_skirt, thighhighs | +| 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, arrow_(projectile), bow_(weapon), japanese_clothes, muneate, skirt, solo, white_thighhighs, yugake, smile, flight_deck, tasuki, white_background, looking_at_viewer, quiver | +| 3 | 10 | ![](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, aiming, drawing_bow, muneate, single_glove, solo, yugake, tasuki, kyuudou, outstretched_arm, holding_arrow, hakama_short_skirt, quiver, flight_deck | +| 4 | 5 | ![](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, hakama_short_skirt, looking_at_viewer, muneate, simple_background, smile, solo, straight_hair, tasuki, white_background, cowboy_shot, red_hakama, twitter_username | +| 5 | 6 | ![](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, japanese_clothes, muneate, simple_background, solo, tasuki, upper_body, white_background, looking_at_viewer, smile, blush | +| 6 | 15 | ![](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, japanese_clothes, muneate, solo, chopsticks, rice_on_face, eating, looking_at_viewer, rice_bowl, smile, blush | +| 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, food, looking_at_viewer, muneate, rice_bowl, solo, chopsticks, white_thighhighs, eating, hakama_skirt | +| 8 | 12 | ![](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, solo, alternate_costume, black_serafuku, looking_at_viewer, pleated_skirt, white_neckerchief, black_skirt, smile, straight_hair, white_background, black_sailor_collar, cowboy_shot, short_sleeves, simple_background, black_shirt | +| 9 | 6 | ![](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, alternate_costume, red_kimono, solo, blush, hair_flower, looking_at_viewer, floral_print, obi, smile, hair_between_eyes, open_mouth, upper_body | + +### Table Version + +| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | arrow_(projectile) | bow_(weapon) | muneate | solo | quiver | tasuki | white_thighhighs | yugake | hakama_short_skirt | single_glove | flight_deck | looking_at_viewer | white_background | smile | holding_bow_(weapon) | straight_hair | brown_gloves | red_hakama | simple_background | red_skirt | thighhighs | japanese_clothes | skirt | aiming | drawing_bow | kyuudou | outstretched_arm | holding_arrow | cowboy_shot | twitter_username | upper_body | blush | chopsticks | rice_on_face | eating | rice_bowl | food | hakama_skirt | alternate_costume | black_serafuku | pleated_skirt | white_neckerchief | black_skirt | black_sailor_collar | short_sleeves | black_shirt | red_kimono | hair_flower | floral_print | obi | hair_between_eyes | open_mouth | +|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:---------------------|:---------------|:----------|:-------|:---------|:---------|:-------------------|:---------|:---------------------|:---------------|:--------------|:--------------------|:-------------------|:--------|:-----------------------|:----------------|:---------------|:-------------|:--------------------|:------------|:-------------|:-------------------|:--------|:---------|:--------------|:----------|:-------------------|:----------------|:--------------|:-------------------|:-------------|:--------|:-------------|:---------------|:---------|:------------|:-------|:---------------|:--------------------|:-----------------|:----------------|:--------------------|:--------------|:----------------------|:----------------|:--------------|:-------------|:--------------|:---------------|:------|:--------------------|:-------------| +| 0 | 17 | ![](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 | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | +| 1 | 7 | ![](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 | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | +| 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 | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | +| 3 | 10 | ![](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 | 5 | ![](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 | | | | | | | | | | | | | | | | | | | | | | | +| 5 | 6 | ![](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 | | | | | | | | | | | | | | | | | | | | | +| 6 | 15 | ![](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 | | | | | | | | | | | | | | | | | +| 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 | | | | | | | | | | | | | | | +| 8 | 12 | ![](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 | | | | | | | +| 9 | 6 | ![](samples/9/clu9-sample0.png) | ![](samples/9/clu9-sample1.png) | 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"hakama_short_skirt", + "single_glove", + "flight_deck", + "looking_at_viewer", + "white_background", + "smile" + ] + }, + { + "id": 1, + "size": 7, + "tags": [ + "1girl", + "arrow_(projectile)", + "flight_deck", + "hakama_short_skirt", + "holding_bow_(weapon)", + "muneate", + "quiver", + "single_glove", + "solo", + "straight_hair", + "tasuki", + "yugake", + "brown_gloves", + "red_hakama", + "white_background", + "looking_at_viewer", + "simple_background", + "smile", + "red_skirt", + "thighhighs" + ] + }, + { + "id": 2, + "size": 6, + "tags": [ + "1girl", + "arrow_(projectile)", + "bow_(weapon)", + "japanese_clothes", + "muneate", + "skirt", + "solo", + "white_thighhighs", + "yugake", + "smile", + "flight_deck", + "tasuki", + "white_background", + "looking_at_viewer", + "quiver" + ] + }, + { + "id": 3, + "size": 10, + "tags": [ + "1girl", + "aiming", + "drawing_bow", + "muneate", + "single_glove", + "solo", + "yugake", + "tasuki", + "kyuudou", + "outstretched_arm", + "holding_arrow", + "hakama_short_skirt", + "quiver", + "flight_deck" + ] + }, + { + "id": 4, + "size": 5, + "tags": [ + "1girl", + "hakama_short_skirt", + "looking_at_viewer", + "muneate", + "simple_background", + "smile", + "solo", + "straight_hair", + "tasuki", + "white_background", + "cowboy_shot", + "red_hakama", + "twitter_username" + ] + }, + { + "id": 5, + "size": 6, + "tags": [ + "1girl", + "japanese_clothes", + "muneate", + "simple_background", + "solo", + "tasuki", + "upper_body", + "white_background", + "looking_at_viewer", + "smile", + "blush" + ] + }, + { + "id": 6, + "size": 15, + "tags": [ + "1girl", + "japanese_clothes", + "muneate", + "solo", + "chopsticks", + "rice_on_face", + "eating", + "looking_at_viewer", + "rice_bowl", + "smile", + "blush" + ] + }, + { + "id": 7, + "size": 6, + "tags": [ + "1girl", + "food", + "looking_at_viewer", + "muneate", + "rice_bowl", + "solo", + "chopsticks", + "white_thighhighs", + "eating", + "hakama_skirt" + ] + }, + { + "id": 8, + "size": 12, + "tags": [ + "1girl", + "solo", + "alternate_costume", + "black_serafuku", + "looking_at_viewer", + "pleated_skirt", + "white_neckerchief", + "black_skirt", + "smile", + "straight_hair", + "white_background", + "black_sailor_collar", + "cowboy_shot", + "short_sleeves", + "simple_background", + "black_shirt" + ] + }, + { + "id": 9, + "size": 6, + "tags": [ + "1girl", + "alternate_costume", + "red_kimono", + "solo", + "blush", + "hair_flower", + "looking_at_viewer", + "floral_print", + "obi", + "smile", + "hair_between_eyes", + "open_mouth", + "upper_body" + ] + } + ], + "core_tags": [ + "long_hair", + "brown_hair", + "brown_eyes" + ], + "display_name": "akagi/赤城/赤城 (Kantai Collection)", + "name": "akagi (Kantai Collection)", + "packages": { + "1200": { + "description": "dataset with the shorter side not exceeding 1200 pixels.", + "filename": "dataset-1200.zip", + "package_size": 473553322, + "size": 500, + "type": "IMG+TXT" + }, + "800": { + "description": "dataset with the shorter side not 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