--- license: mit task_categories: - text-to-image tags: - art - not-for-all-audiences size_categories: - n<1K --- # Dataset of Marcus/马库斯 (Reverse:1999) This is the dataset of Marcus/马库斯 (Reverse:1999), containing 46 images and their tags. The core tags of this character are `hat, long_hair, blue_eyes, brown_hair, cabbie_hat, blue_headwear`, 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 | Images-head | Images-others | |:-----------------|---------:|:-----------|:--------------------------------------------------------------------------------------------------------------------|:-----------|:---------------------------------------------------------------------|:--------------|:----------------| | raw | 46 | 95.12 MiB | [Download](https://huggingface.co/datasets/CyberHarem/marcus_reverse1999/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). | -- | -- | | stage3-p480-1200 | 116 | 152.83 MiB | [Download](https://huggingface.co/datasets/CyberHarem/marcus_reverse1999/resolve/main/dataset-stage3-p480-1200.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. | 48 | 68 | ### 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/marcus_reverse1999', 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 | 16 | ![](https://huggingface.co/datasets/CyberHarem/marcus_reverse1999/resolve/main/samples/0/clu0-sample0.png) | ![](https://huggingface.co/datasets/CyberHarem/marcus_reverse1999/resolve/main/samples/0/clu0-sample1.png) | ![](https://huggingface.co/datasets/CyberHarem/marcus_reverse1999/resolve/main/samples/0/clu0-sample2.png) | ![](https://huggingface.co/datasets/CyberHarem/marcus_reverse1999/resolve/main/samples/0/clu0-sample3.png) | ![](https://huggingface.co/datasets/CyberHarem/marcus_reverse1999/resolve/main/samples/0/clu0-sample4.png) | 1girl, beret, long_sleeves, solo, blue_scarf, hairclip, braid, looking_at_viewer, closed_mouth, coat, upper_body, white_dress, black_footwear, full_body, holding_book, shoes | | 1 | 14 | ![](https://huggingface.co/datasets/CyberHarem/marcus_reverse1999/resolve/main/samples/1/clu1-sample0.png) | ![](https://huggingface.co/datasets/CyberHarem/marcus_reverse1999/resolve/main/samples/1/clu1-sample1.png) | ![](https://huggingface.co/datasets/CyberHarem/marcus_reverse1999/resolve/main/samples/1/clu1-sample2.png) | ![](https://huggingface.co/datasets/CyberHarem/marcus_reverse1999/resolve/main/samples/1/clu1-sample3.png) | ![](https://huggingface.co/datasets/CyberHarem/marcus_reverse1999/resolve/main/samples/1/clu1-sample4.png) | 1girl, long_sleeves, solo, upper_body, white_scarf, holding_lantern, black_gloves, jacket, black_headwear, brown_gloves, closed_mouth, blue_coat, looking_at_viewer | | 2 | 6 | ![](https://huggingface.co/datasets/CyberHarem/marcus_reverse1999/resolve/main/samples/2/clu2-sample0.png) | ![](https://huggingface.co/datasets/CyberHarem/marcus_reverse1999/resolve/main/samples/2/clu2-sample1.png) | ![](https://huggingface.co/datasets/CyberHarem/marcus_reverse1999/resolve/main/samples/2/clu2-sample2.png) | ![](https://huggingface.co/datasets/CyberHarem/marcus_reverse1999/resolve/main/samples/2/clu2-sample3.png) | ![](https://huggingface.co/datasets/CyberHarem/marcus_reverse1999/resolve/main/samples/2/clu2-sample4.png) | 1girl, blue_coat, brown_gloves, long_sleeves, solo, white_scarf, brown_footwear, full_body, holding, looking_at_viewer, open_coat, open_mouth, simple_background, belt, blush, boots, neckerchief, teeth, wavy_hair, white_background, white_dress, white_socks | | 3 | 6 | ![](https://huggingface.co/datasets/CyberHarem/marcus_reverse1999/resolve/main/samples/3/clu3-sample0.png) | ![](https://huggingface.co/datasets/CyberHarem/marcus_reverse1999/resolve/main/samples/3/clu3-sample1.png) | ![](https://huggingface.co/datasets/CyberHarem/marcus_reverse1999/resolve/main/samples/3/clu3-sample2.png) | ![](https://huggingface.co/datasets/CyberHarem/marcus_reverse1999/resolve/main/samples/3/clu3-sample3.png) | ![](https://huggingface.co/datasets/CyberHarem/marcus_reverse1999/resolve/main/samples/3/clu3-sample4.png) | 1girl, solo, upper_body, looking_at_viewer, neckerchief, white_background, brown_gloves, closed_mouth, long_sleeves, simple_background, white_scarf, blue_jacket, coat, holding, shirt | ### Table Version | # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | beret | long_sleeves | solo | blue_scarf | hairclip | braid | looking_at_viewer | closed_mouth | coat | upper_body | white_dress | black_footwear | full_body | holding_book | shoes | white_scarf | holding_lantern | black_gloves | jacket | black_headwear | brown_gloves | blue_coat | brown_footwear | holding | open_coat | open_mouth | simple_background | belt | blush | boots | neckerchief | teeth | wavy_hair | white_background | white_socks | blue_jacket | shirt | |----:|----------:|:-----------------------------------------------------------------------------------------------------------|:-----------------------------------------------------------------------------------------------------------|:-----------------------------------------------------------------------------------------------------------|:-----------------------------------------------------------------------------------------------------------|:-----------------------------------------------------------------------------------------------------------|:--------|:--------|:---------------|:-------|:-------------|:-----------|:--------|:--------------------|:---------------|:-------|:-------------|:--------------|:-----------------|:------------|:---------------|:--------|:--------------|:------------------|:---------------|:---------|:-----------------|:---------------|:------------|:-----------------|:----------|:------------|:-------------|:--------------------|:-------|:--------|:--------|:--------------|:--------|:------------|:-------------------|:--------------|:--------------|:--------| | 0 | 16 | ![](https://huggingface.co/datasets/CyberHarem/marcus_reverse1999/resolve/main/samples/0/clu0-sample0.png) | ![](https://huggingface.co/datasets/CyberHarem/marcus_reverse1999/resolve/main/samples/0/clu0-sample1.png) | ![](https://huggingface.co/datasets/CyberHarem/marcus_reverse1999/resolve/main/samples/0/clu0-sample2.png) | ![](https://huggingface.co/datasets/CyberHarem/marcus_reverse1999/resolve/main/samples/0/clu0-sample3.png) | ![](https://huggingface.co/datasets/CyberHarem/marcus_reverse1999/resolve/main/samples/0/clu0-sample4.png) | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | 1 | 14 | ![](https://huggingface.co/datasets/CyberHarem/marcus_reverse1999/resolve/main/samples/1/clu1-sample0.png) | ![](https://huggingface.co/datasets/CyberHarem/marcus_reverse1999/resolve/main/samples/1/clu1-sample1.png) | ![](https://huggingface.co/datasets/CyberHarem/marcus_reverse1999/resolve/main/samples/1/clu1-sample2.png) | ![](https://huggingface.co/datasets/CyberHarem/marcus_reverse1999/resolve/main/samples/1/clu1-sample3.png) | ![](https://huggingface.co/datasets/CyberHarem/marcus_reverse1999/resolve/main/samples/1/clu1-sample4.png) | X | | X | X | | | | X | X | | X | | | | | | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | 2 | 6 | ![](https://huggingface.co/datasets/CyberHarem/marcus_reverse1999/resolve/main/samples/2/clu2-sample0.png) | ![](https://huggingface.co/datasets/CyberHarem/marcus_reverse1999/resolve/main/samples/2/clu2-sample1.png) | ![](https://huggingface.co/datasets/CyberHarem/marcus_reverse1999/resolve/main/samples/2/clu2-sample2.png) | ![](https://huggingface.co/datasets/CyberHarem/marcus_reverse1999/resolve/main/samples/2/clu2-sample3.png) | ![](https://huggingface.co/datasets/CyberHarem/marcus_reverse1999/resolve/main/samples/2/clu2-sample4.png) | X | | X | X | | | | X | | | | X | | X | | | X | | | | | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | 3 | 6 | ![](https://huggingface.co/datasets/CyberHarem/marcus_reverse1999/resolve/main/samples/3/clu3-sample0.png) | ![](https://huggingface.co/datasets/CyberHarem/marcus_reverse1999/resolve/main/samples/3/clu3-sample1.png) | ![](https://huggingface.co/datasets/CyberHarem/marcus_reverse1999/resolve/main/samples/3/clu3-sample2.png) | ![](https://huggingface.co/datasets/CyberHarem/marcus_reverse1999/resolve/main/samples/3/clu3-sample3.png) | ![](https://huggingface.co/datasets/CyberHarem/marcus_reverse1999/resolve/main/samples/3/clu3-sample4.png) | X | | X | X | | | | X | X | X | X | | | | | | X | | | | | X | | | X | | | X | | | | X | | | X | | X | X |