--- license: mit task_categories: - text-to-image tags: - art - not-for-all-audiences size_categories: - n<1K --- # Dataset of Nadeshiko (Lapis Re:LiGHTs) This is the dataset of Nadeshiko (Lapis Re:LiGHTs), containing 81 images and their tags. The core tags of this character are `long_hair, hair_ornament, hair_flower, purple_eyes, grey_hair, purple_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 | 81 | 53.82 MiB | [Download](https://huggingface.co/datasets/CyberHarem/nadeshiko_lapisrelights/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). | | 800 | 81 | 45.55 MiB | [Download](https://huggingface.co/datasets/CyberHarem/nadeshiko_lapisrelights/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. | | stage3-p480-800 | 159 | 80.94 MiB | [Download](https://huggingface.co/datasets/CyberHarem/nadeshiko_lapisrelights/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. | | 1200 | 81 | 53.78 MiB | [Download](https://huggingface.co/datasets/CyberHarem/nadeshiko_lapisrelights/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. | | stage3-p480-1200 | 159 | 93.26 MiB | [Download](https://huggingface.co/datasets/CyberHarem/nadeshiko_lapisrelights/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/nadeshiko_lapisrelights', 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 | 18 | ![](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, flower, blush, collarbone, closed_mouth, school_uniform, sailor_collar, forehead, puffy_short_sleeves, smile, frills, parted_bangs, upper_body, white_shirt | | 1 | 5 | ![](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) | 2girls, flower, outdoors, bangs, black_hair, cloud, collarbone, dress, mountain, puffy_short_sleeves, red_sailor_collar, school_uniform, skirt, sky, solo_focus, blush, closed_mouth, frilled_sleeves | | 2 | 8 | ![](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, detached_sleeves, flower, bare_shoulders, solo, bow, green_dress, smile, blush, breasts, closed_mouth, bangs, collarbone, detached_collar, open_mouth, white_gloves | | 3 | 6 | ![](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, detached_sleeves, cherry_blossoms, holding, smile, solo, standing, dress, outdoors, very_long_hair, white_gloves, bow, closed_mouth, floating_hair, flower, hand_fan, kimono, skirt, striped, thighhighs | | 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, fingerless_gloves, outdoors, solo, flower, smile, black_gloves, closed_mouth, holding, blush, food, tree, bike_shorts, boots, breasts, day, looking_at_viewer, nature, upper_body | ### Table Version | # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | solo | flower | blush | collarbone | closed_mouth | school_uniform | sailor_collar | forehead | puffy_short_sleeves | smile | frills | parted_bangs | upper_body | white_shirt | 2girls | outdoors | bangs | black_hair | cloud | dress | mountain | red_sailor_collar | skirt | sky | solo_focus | frilled_sleeves | detached_sleeves | bare_shoulders | bow | green_dress | breasts | detached_collar | open_mouth | white_gloves | cherry_blossoms | holding | standing | very_long_hair | floating_hair | hand_fan | kimono | striped | thighhighs | fingerless_gloves | black_gloves | food | tree | bike_shorts | boots | day | looking_at_viewer | nature | |----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-------|:---------|:--------|:-------------|:---------------|:-----------------|:----------------|:-----------|:----------------------|:--------|:---------|:---------------|:-------------|:--------------|:---------|:-----------|:--------|:-------------|:--------|:--------|:-----------|:--------------------|:--------|:------|:-------------|:------------------|:-------------------|:-----------------|:------|:--------------|:----------|:------------------|:-------------|:---------------|:------------------|:----------|:-----------|:-----------------|:----------------|:-----------|:---------|:----------|:-------------|:--------------------|:---------------|:-------|:-------|:--------------|:--------|:------|:--------------------|:---------| | 0 | 18 | ![](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 | 5 | ![](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 | | | | | | | | | | | | | | | | | | | | | | | | | | | | 2 | 8 | ![](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 | | | | | | | | | | | | | | | | | | | | 3 | 6 | ![](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 | | | | | | | | | | | 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 | X | X | X | X |