--- license: mit task_categories: - text-to-image tags: - art - not-for-all-audiences size_categories: - n<1K --- # Dataset of projekt_red/レッド/红 (Arknights) This is the dataset of projekt_red/レッド/红 (Arknights), containing 500 images and their tags. The core tags of this character are `animal_ears, wolf_ears, grey_hair, hair_between_eyes, wolf_girl, yellow_eyes, wolf_tail, tail, bangs, long_hair, breasts`, 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 | 817.61 MiB | [Download](https://huggingface.co/datasets/CyberHarem/projekt_red_arknights/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). | | 800 | 500 | 389.42 MiB | [Download](https://huggingface.co/datasets/CyberHarem/projekt_red_arknights/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. | | stage3-p480-800 | 1203 | 846.83 MiB | [Download](https://huggingface.co/datasets/CyberHarem/projekt_red_arknights/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. | | 1200 | 500 | 683.58 MiB | [Download](https://huggingface.co/datasets/CyberHarem/projekt_red_arknights/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. | | stage3-p480-1200 | 1203 | 1.30 GiB | [Download](https://huggingface.co/datasets/CyberHarem/projekt_red_arknights/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/projekt_red_arknights', 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 | 7 | ![](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, ears_through_headwear, hood_up, hooded_jacket, official_alternate_costume, open_jacket, red_jacket, simple_background, solo, white_background, black_one-piece_swimsuit, casual_one-piece_swimsuit, closed_mouth, long_sleeves, looking_at_viewer, blush, cowboy_shot, hands_in_pockets, large_breasts, covered_navel | | 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) | 1girl, black_one-piece_swimsuit, casual_one-piece_swimsuit, covered_navel, cowboy_shot, ears_through_headwear, hood_up, hooded_jacket, large_breasts, long_sleeves, official_alternate_costume, open_jacket, outdoors, red_jacket, solo, closed_mouth, hands_in_pockets, thigh_strap, blue_sky, day, medium_breasts, unzipped, water | | 2 | 15 | ![](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, fur-trimmed_hood, hooded_jacket, looking_at_viewer, simple_background, solo, red_jacket, hood_up, portrait, white_background, mask_around_neck, respirator | | 3 | 8 | ![](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, fur-trimmed_hood, hooded_jacket, looking_at_viewer, mask_around_neck, open_jacket, red_jacket, solo, upper_body, grey_shirt, simple_background, white_background, parted_lips, hood_down, hood_up | | 4 | 11 | ![](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_pants, holding_knife, long_sleeves, red_jacket, solo, grey_shirt, holding_weapon, hooded_jacket, open_jacket, black_footwear, boots, fur-trimmed_hood, looking_at_viewer, mask_around_neck, closed_mouth, cross-laced_footwear | | 5 | 8 | ![](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_footwear, black_pants, fur-trimmed_hood, hood_up, hooded_jacket, long_sleeves, red_jacket, solo, full_body, holding_knife, looking_at_viewer, red_coat, standing, grey_dress, holding_weapon, lace-up_boots, simple_background, white_background, bag, mask_around_neck, open_jacket, shirt, throwing_knife | ### Table Version | # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | ears_through_headwear | hood_up | hooded_jacket | official_alternate_costume | open_jacket | red_jacket | simple_background | solo | white_background | black_one-piece_swimsuit | casual_one-piece_swimsuit | closed_mouth | long_sleeves | looking_at_viewer | blush | cowboy_shot | hands_in_pockets | large_breasts | covered_navel | outdoors | thigh_strap | blue_sky | day | medium_breasts | unzipped | water | fur-trimmed_hood | portrait | mask_around_neck | respirator | upper_body | grey_shirt | parted_lips | hood_down | black_pants | holding_knife | holding_weapon | black_footwear | boots | cross-laced_footwear | full_body | red_coat | standing | grey_dress | lace-up_boots | bag | shirt | throwing_knife | |----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:------------------------|:----------|:----------------|:-----------------------------|:--------------|:-------------|:--------------------|:-------|:-------------------|:---------------------------|:----------------------------|:---------------|:---------------|:--------------------|:--------|:--------------|:-------------------|:----------------|:----------------|:-----------|:--------------|:-----------|:------|:-----------------|:-----------|:--------|:-------------------|:-----------|:-------------------|:-------------|:-------------|:-------------|:--------------|:------------|:--------------|:----------------|:-----------------|:-----------------|:--------|:-----------------------|:------------|:-----------|:-----------|:-------------|:----------------|:------|:--------|:-----------------| | 0 | 7 | ![](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 | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | 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 | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | 2 | 15 | ![](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 | | | | | | | | | | | | | | | | | | | | 3 | 8 | ![](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 | | | | | | | | | | | | | | | | 4 | 11 | ![](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 | | | | | | | | | | 5 | 8 | ![](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 | X | X | | | X | X | X | X | X | X | X | X |