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CyberHarem/marie_antoinette_fgo

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Hugging Face2024-03-23 更新2024-03-04 收录
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--- license: mit task_categories: - text-to-image tags: - art - not-for-all-audiences size_categories: - n<1K --- # Dataset of marie_antoinette/マリー・アントワネット/玛丽·安托瓦内特 (Fate/Grand Order) This is the dataset of marie_antoinette/マリー・アントワネット/玛丽·安托瓦内特 (Fate/Grand Order), containing 500 images and their tags. The core tags of this character are `long_hair, blue_eyes, twintails, very_long_hair, hat, white_hair, breasts, grey_hair`, 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 | 741.70 MiB | [Download](https://huggingface.co/datasets/CyberHarem/marie_antoinette_fgo/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). | | 1200 | 500 | 653.84 MiB | [Download](https://huggingface.co/datasets/CyberHarem/marie_antoinette_fgo/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. | | stage3-p480-1200 | 1224 | 1.24 GiB | [Download](https://huggingface.co/datasets/CyberHarem/marie_antoinette_fgo/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/marie_antoinette_fgo', 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 | 14 | ![](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, solo, white_dress, bare_shoulders, blush, looking_at_viewer, sun_hat, sundress, medium_breasts, outdoors, starfish_hair_ornament, blue_sky, cleavage, collarbone, day, hat_bow, open_mouth, :d, cloud, shell_hair_ornament, bracelet, ocean, white_flower | | 1 | 15 | ![](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, blue_bikini, hat_flower, looking_at_viewer, solo, sun_hat, blush, necklace, cleavage, medium_breasts, day, outdoors, blue_sky, navel, red_flower, bare_shoulders, beachball, hibiscus, open_mouth, :d, collarbone, holding_ball, striped_bow, hat_bow, cloud, ocean, standing, water, white_flower | | 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_skirt, dress, looking_at_viewer, open_mouth, red_gloves, sleeveless, solo, :d, blush, red_headwear, bare_shoulders, petals | | 3 | 12 | ![](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, open_mouth, red_gloves, sleeveless, solo, thighhighs, :d, looking_at_viewer, thigh_boots, red_headwear, black_skirt, blush, white_footwear, petals, red_dress, white_background | | 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, black_skirt, blush, dress, looking_at_viewer, sleeveless, smile, solo, bare_shoulders, closed_mouth, red_gloves, thighhighs, large_hat, sitting, thigh_boots, white_footwear, red_headwear, simple_background | | 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_skirt, looking_at_viewer, red_gloves, red_headwear, sleeveless, smile, solo, closed_mouth, cowboy_shot, dress, simple_background, white_background, red_shirt | | 6 | 5 | ![](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, bare_shoulders, closed_mouth, looking_at_viewer, red_dress, red_gloves, red_headwear, sleeveless_dress, smile, solo, frilled_hat, simple_background, upper_body, blush, white_background, large_hat | | 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_skirt, blush, closed_mouth, frilled_hat, looking_at_viewer, red_headwear, smile, solo, cowboy_shot, dress, pleated_skirt, red_gloves, hair_between_eyes, red_shirt, sleeveless_shirt, standing, white_footwear, thigh_boots, white_thighhighs | | 8 | 16 | ![](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, looking_at_viewer, white_gloves, open_mouth, sleeveless, white_dress, :d, flower, short_dress, white_headwear, simple_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, solo, white_dress, white_gloves, bare_shoulders, looking_at_viewer, smile, white_headwear, blush, sleeveless_dress, hair_flower, white_background, petals, purple_rose, red_rose, simple_background, closed_mouth, cowboy_shot, holding_cup, open_mouth, short_dress, teacup, frilled_hat | | 10 | 11 | ![](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, looking_at_viewer, smile, solo, thigh_boots, white_dress, large_hat, short_dress, thighhighs, white_footwear, white_gloves, white_headwear, flower, bare_shoulders, frilled_hat, open_mouth, hair_ornament, holding, sitting, sleeveless_dress, teacup | | 11 | 7 | ![](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, bare_shoulders, solo, white_dress, looking_at_viewer, off-shoulder_dress, white_gloves, white_rose, frills, hair_flower, official_alternate_costume, white_bow, blush, collarbone, pearl_necklace, :d, closed_mouth, earrings, hair_bow, open_mouth | | 12 | 14 | ![](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, looking_at_viewer, solo, long_sleeves, wide_sleeves, obi, floral_print, hair_flower, red_kimono, blush, open_mouth, print_kimono, :d, closed_mouth, standing, holding_umbrella, red_flower | | 13 | 10 | ![](samples/13/clu13-sample0.png) | ![](samples/13/clu13-sample1.png) | ![](samples/13/clu13-sample2.png) | ![](samples/13/clu13-sample3.png) | ![](samples/13/clu13-sample4.png) | 1girl, black_dress, official_alternate_costume, solo, black_gloves, hair_flower, looking_at_viewer, bare_shoulders, necklace, smile, black_rose, cleavage, sleeveless, collarbone, feather_hair_ornament, medium_breasts, blush, closed_mouth, holding, strapless | | 14 | 27 | ![](samples/14/clu14-sample0.png) | ![](samples/14/clu14-sample1.png) | ![](samples/14/clu14-sample2.png) | ![](samples/14/clu14-sample3.png) | ![](samples/14/clu14-sample4.png) | 1girl, looking_at_viewer, maid_headdress, official_alternate_costume, solo, juliet_sleeves, open_mouth, blush, white_apron, frills, :d, black_ribbon, maid_apron, black_dress, enmaided, skirt_hold, white_background | | 15 | 29 | ![](samples/15/clu15-sample0.png) | ![](samples/15/clu15-sample1.png) | ![](samples/15/clu15-sample2.png) | ![](samples/15/clu15-sample3.png) | ![](samples/15/clu15-sample4.png) | 1girl, hooded_cloak, looking_at_viewer, solo, official_alternate_costume, hood_up, red_cloak, single_braid, medium_breasts, hair_bow, red_dress, braided_ponytail, open_mouth, red_skirt, hooded_cape, black_ribbon, blush, short_sleeves, food, cleavage, :d, neck_ribbon, red_hood | ### Table Version | # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | solo | white_dress | bare_shoulders | blush | looking_at_viewer | sun_hat | sundress | medium_breasts | outdoors | starfish_hair_ornament | blue_sky | cleavage | collarbone | day | hat_bow | open_mouth | :d | cloud | shell_hair_ornament | bracelet | ocean | white_flower | blue_bikini | hat_flower | necklace | navel | red_flower | beachball | hibiscus | holding_ball | striped_bow | standing | water | black_skirt | dress | red_gloves | sleeveless | red_headwear | petals | thighhighs | thigh_boots | white_footwear | red_dress | white_background | smile | closed_mouth | large_hat | sitting | simple_background | cowboy_shot | red_shirt | sleeveless_dress | frilled_hat | upper_body | pleated_skirt | hair_between_eyes | sleeveless_shirt | white_thighhighs | white_gloves | flower | short_dress | white_headwear | hair_flower | purple_rose | red_rose | holding_cup | teacup | hair_ornament | holding | off-shoulder_dress | white_rose | frills | official_alternate_costume | white_bow | pearl_necklace | earrings | hair_bow | long_sleeves | wide_sleeves | obi | floral_print | red_kimono | print_kimono | holding_umbrella | black_dress | black_gloves | black_rose | feather_hair_ornament | strapless | maid_headdress | juliet_sleeves | white_apron | black_ribbon | maid_apron | enmaided | skirt_hold | hooded_cloak | hood_up | red_cloak | single_braid | braided_ponytail | red_skirt | hooded_cape | short_sleeves | food | neck_ribbon | red_hood | |----:|----------:|:----------------------------------|:----------------------------------|:----------------------------------|:----------------------------------|:----------------------------------|:--------|:-------|:--------------|:-----------------|:--------|:--------------------|:----------|:-----------|:-----------------|:-----------|:-------------------------|:-----------|:-----------|:-------------|:------|:----------|:-------------|:-----|:--------|:----------------------|:-----------|:--------|:---------------|:--------------|:-------------|:-----------|:--------|:-------------|:------------|:-----------|:---------------|:--------------|:-----------|:--------|:--------------|:--------|:-------------|:-------------|:---------------|:---------|:-------------|:--------------|:-----------------|:------------|:-------------------|:--------|:---------------|:------------|:----------|:--------------------|:--------------|:------------|:-------------------|:--------------|:-------------|:----------------|:--------------------|:-------------------|:-------------------|:---------------|:---------|:--------------|:-----------------|:--------------|:--------------|:-----------|:--------------|:---------|:----------------|:----------|:---------------------|:-------------|:---------|:-----------------------------|:------------|:-----------------|:-----------|:-----------|:---------------|:---------------|:------|:---------------|:-------------|:---------------|:-------------------|:--------------|:---------------|:-------------|:------------------------|:------------|:-----------------|:-----------------|:--------------|:---------------|:-------------|:-----------|:-------------|:---------------|:----------|:------------|:---------------|:-------------------|:------------|:--------------|:----------------|:-------|:--------------|:-----------| | 0 | 14 | ![](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 | 15 | ![](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 | 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 | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | 3 | 12 | ![](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 | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | 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 | | | 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 | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | 6 | 5 | ![](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 | 16 | ![](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 | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | 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 | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | 10 | 11 | ![](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 | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | 11 | 7 | ![](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 | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | 12 | 14 | ![](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 | | | | | | | | | | | | | | | | | | | | | | | | | 13 | 10 | ![](samples/13/clu13-sample0.png) | ![](samples/13/clu13-sample1.png) | ![](samples/13/clu13-sample2.png) | ![](samples/13/clu13-sample3.png) | ![](samples/13/clu13-sample4.png) | X | X | | X | X | X | | | X | | | | X | X | | | | | | | | | | | | X | | | | | | | | | | | | X | | | | | | | | X | X | | | | | | | | | | | | | | | | | X | | | | | | X | | | | X | | | | | | | | | | | | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | 14 | 27 | ![](samples/14/clu14-sample0.png) | ![](samples/14/clu14-sample1.png) | ![](samples/14/clu14-sample2.png) | ![](samples/14/clu14-sample3.png) | ![](samples/14/clu14-sample4.png) | X | X | | | X | X | | | | | | | | | | | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | X | X | | | | | | | | | | | | X | | | | | X | X | X | X | X | X | X | | | | | | | | | | | | | 15 | 29 | ![](samples/15/clu15-sample0.png) | ![](samples/15/clu15-sample1.png) | ![](samples/15/clu15-sample2.png) | ![](samples/15/clu15-sample3.png) | ![](samples/15/clu15-sample4.png) | X | X | | | X | X | | | X | | | | X | | | | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | X | | | | X | | | | 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提供机构:
CyberHarem
原始信息汇总

数据集概述

数据集名称

Dataset of marie_antoinette/マリー・アントワネット/玛丽·安托瓦内特 (Fate/Grand Order)

数据集描述

该数据集包含500张关于Marie Antoinette(Fate/Grand Order角色)的图像及其标签。核心标签包括long_hair, blue_eyes, twintails, very_long_hair, hat, white_hair, breasts, grey_hair

数据集大小

  • 总图像数量:500张
  • 数据集大小:741.70 MiB(原始数据)

数据集包列表

名称 图像数量 大小 类型 描述
raw 500 741.70 MiB Waifuc-Raw 包含元信息的原始数据(最小边对齐到1400像素)
1200 500 653.84 MiB IMG+TXT 短边不超过1200像素的数据集
stage3-p480-1200 1224 1.24 GiB IMG+TXT 3阶段裁剪数据集,区域不小于480x480像素

标签聚类结果

以下是标签聚类的结果,展示了不同图像样本及其对应的标签。

示例聚类

# 样本数量 图像1 图像2 图像3 图像4 图像5 标签
0 14 1girl, solo, white_dress, bare_shoulders, blush, looking_at_viewer, sun_hat, sundress, medium_breasts, outdoors, starfish_hair_ornament, blue_sky, cleavage, collarbone, day, hat_bow, open_mouth, :d, cloud, shell_hair_ornament, bracelet, ocean, white_flower
1 15 1girl, blue_bikini, hat_flower, looking_at_viewer, solo, sun_hat, blush, necklace, cleavage, medium_breasts, day, outdoors, blue_sky, navel, red_flower, bare_shoulders, beachball, hibiscus, open_mouth, :d, collarbone, holding_ball, striped_bow, hat_bow, cloud, ocean, standing, water, white_flower
... ... ... ... ... ... ... ...

数据集加载

提供了使用waifuc加载原始数据集的示例代码。 python import os import zipfile from huggingface_hub import hf_hub_download from waifuc.source import LocalSource

下载原始归档文件

zip_file = hf_hub_download( repo_id=CyberHarem/marie_antoinette_fgo, repo_type=dataset, filename=dataset-raw.zip, )

提取文件到指定目录

dataset_dir = dataset_dir os.makedirs(dataset_dir, exist_ok=True) with zipfile.ZipFile(zip_file, r) as zf: zf.extractall(dataset_dir)

使用waifuc加载数据集

source = LocalSource(dataset_dir) for item in source: print(item.image, item.meta[filename], item.meta[tags])

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