--- license: mit task_categories: - text-to-image tags: - art - not-for-all-audiences size_categories: - n<1K --- # Dataset of Ashley (Lapis Re:LiGHTs) This is the dataset of Ashley (Lapis Re:LiGHTs), containing 243 images and their tags. The core tags of this character are `purple_hair, long_hair, hair_between_eyes, ponytail, purple_eyes, bangs, bow, hair_bow, very_long_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 | 243 | 142.09 MiB | [Download](https://huggingface.co/datasets/CyberHarem/ashley_lapisrelights/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). | | 800 | 243 | 121.84 MiB | [Download](https://huggingface.co/datasets/CyberHarem/ashley_lapisrelights/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. | | stage3-p480-800 | 476 | 220.26 MiB | [Download](https://huggingface.co/datasets/CyberHarem/ashley_lapisrelights/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. | | 1200 | 243 | 141.99 MiB | [Download](https://huggingface.co/datasets/CyberHarem/ashley_lapisrelights/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. | | stage3-p480-1200 | 476 | 248.46 MiB | [Download](https://huggingface.co/datasets/CyberHarem/ashley_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/ashley_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 | 11 | ![](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, black_gloves, fingerless_gloves, solo, hair_ribbon, outdoors, day, high_ponytail, medium_breasts, sleeveless_shirt, upper_body, bare_shoulders, black_ribbon, closed_mouth, cloud, bike_shorts, blue_sky, looking_at_viewer | | 1 | 11 | ![](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, solo, closed_mouth, hair_ribbon, high_ponytail, upper_body, sailor_collar, short_sleeves, school_uniform, indoors, looking_at_viewer, crossed_arms, frills, shirt, collarbone, red_neckerchief | | 2 | 38 | ![](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) | black_shirt, 1girl, solo, short_sleeves, black_bow, closed_mouth, collared_shirt, single_braid, upper_body, indoors, braided_ponytail, breasts, red_skirt, sitting, smile | | 3 | 7 | ![](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) | dress, frills, hair_ribbon, solo_focus, closed_mouth, high_ponytail, collarbone, red_ascot, sailor_collar, 2girls, black_ribbon, looking_at_viewer, medium_breasts, short_sleeves, sleeveless, smile, underbust | | 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_gloves, dress, fingerless_gloves, solo, breasts, open_mouth, closed_eyes, outdoors, pantyhose, rain | | 5 | 10 | ![](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, collarbone, solo, indoors, upper_body, closed_mouth, curtains, dress, long_sleeves, looking_at_viewer, window, breasts, shirt | | 6 | 6 | ![](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, cleavage, solo, dress, detached_collar, detached_sleeves, looking_at_viewer, medium_breasts, single_braid, upper_body | | 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, open_mouth, solo, sweat, blue_eyes, constricted_pupils | ### Table Version | # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | black_gloves | fingerless_gloves | solo | hair_ribbon | outdoors | day | high_ponytail | medium_breasts | sleeveless_shirt | upper_body | bare_shoulders | black_ribbon | closed_mouth | cloud | bike_shorts | blue_sky | looking_at_viewer | sailor_collar | short_sleeves | school_uniform | indoors | crossed_arms | frills | shirt | collarbone | red_neckerchief | black_shirt | black_bow | collared_shirt | single_braid | braided_ponytail | breasts | red_skirt | sitting | smile | dress | solo_focus | red_ascot | 2girls | sleeveless | underbust | open_mouth | closed_eyes | pantyhose | rain | curtains | long_sleeves | window | cleavage | detached_collar | detached_sleeves | sweat | blue_eyes | constricted_pupils | |----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:---------------|:--------------------|:-------|:--------------|:-----------|:------|:----------------|:-----------------|:-------------------|:-------------|:-----------------|:---------------|:---------------|:--------|:--------------|:-----------|:--------------------|:----------------|:----------------|:-----------------|:----------|:---------------|:---------|:--------|:-------------|:------------------|:--------------|:------------|:-----------------|:---------------|:-------------------|:----------|:------------|:----------|:--------|:--------|:-------------|:------------|:---------|:-------------|:------------|:-------------|:--------------|:------------|:-------|:-----------|:---------------|:---------|:-----------|:------------------|:-------------------|:--------|:------------|:---------------------| | 0 | 11 | ![](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 | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | 1 | 11 | ![](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 | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | 2 | 38 | ![](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 | 7 | ![](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 | | | | | | | | | | | | | | | 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 | | | | | | | | | | | 5 | 10 | ![](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 | | | | | | | | 6 | 6 | ![](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 | 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 |