--- license: mit task_categories: - text-to-image tags: - art - not-for-all-audiences size_categories: - n<1K --- # Dataset of fiammetta/フィアメッタ/菲亚梅塔 (Arknights) This is the dataset of fiammetta/フィアメッタ/菲亚梅塔 (Arknights), containing 447 images and their tags. The core tags of this character are `red_hair, short_hair, red_eyes, breasts, bird_ears, animal_ears, hair_between_eyes`, 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 | 447 | 883.77 MiB | [Download](https://huggingface.co/datasets/CyberHarem/fiammetta_arknights/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). | | 1200 | 447 | 736.71 MiB | [Download](https://huggingface.co/datasets/CyberHarem/fiammetta_arknights/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. | | stage3-p480-1200 | 1125 | 1.39 GiB | [Download](https://huggingface.co/datasets/CyberHarem/fiammetta_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/fiammetta_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 | 12 | ![](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_jacket, collared_shirt, id_card, looking_at_viewer, open_jacket, red_necktie, solo, white_background, white_shirt, black_skirt, high-waist_skirt, simple_background, upper_body, medium_breasts, off_shoulder, parted_lips, closed_mouth | | 1 | 7 | ![](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_jacket, closed_mouth, collared_shirt, looking_at_viewer, open_jacket, red_necktie, solo, upper_body, white_shirt, simple_background, white_background, cropped_torso, multicolored_hair, bright_pupils | | 2 | 7 | ![](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_jacket, red_necktie, solo, upper_body, white_shirt, collared_shirt, looking_at_viewer, open_jacket, black_background, closed_mouth, fire, off_shoulder, black_gloves, medium_breasts, suspenders | | 3 | 20 | ![](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, black_jacket, black_skirt, open_jacket, red_necktie, solo, white_shirt, black_gloves, collared_shirt, high-waist_skirt, looking_at_viewer, holding_gun, cowboy_shot, fire, medium_breasts, id_card, frilled_skirt, off_shoulder, parted_lips | | 4 | 25 | ![](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_jacket, black_skirt, open_jacket, solo, white_shirt, collared_shirt, red_necktie, black_gloves, high-waist_skirt, holding_gun, looking_at_viewer, black_footwear, bird_tail, standing, frilled_skirt, knee_boots, full_body, id_card, thigh_strap, bird_girl, fire, medium_breasts, off_shoulder, simple_background, white_background | | 5 | 16 | ![](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) | midriff, navel, pointy_hair, stomach, 1girl, bandeau, looking_at_viewer, solo, tube_top, white_headwear, official_alternate_costume, hat, suspenders, black_pants, off_shoulder, open_jacket, bandana, black_gloves, fingerless_gloves, long_sleeves, tail, bare_shoulders, necklace, single_bare_shoulder, cowboy_shot, simple_background, standing | | 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, red_cape, solo, white_shirt, holding_sword, looking_at_viewer, red_skirt, gloves, armor, boots, simple_background | ### Table Version | # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | black_jacket | collared_shirt | id_card | looking_at_viewer | open_jacket | red_necktie | solo | white_background | white_shirt | black_skirt | high-waist_skirt | simple_background | upper_body | medium_breasts | off_shoulder | parted_lips | closed_mouth | cropped_torso | multicolored_hair | bright_pupils | black_background | fire | black_gloves | suspenders | holding_gun | cowboy_shot | frilled_skirt | black_footwear | bird_tail | standing | knee_boots | full_body | thigh_strap | bird_girl | midriff | navel | pointy_hair | stomach | bandeau | tube_top | white_headwear | official_alternate_costume | hat | black_pants | bandana | fingerless_gloves | long_sleeves | tail | bare_shoulders | necklace | single_bare_shoulder | red_cape | holding_sword | red_skirt | gloves | armor | boots | |----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:---------------|:-----------------|:----------|:--------------------|:--------------|:--------------|:-------|:-------------------|:--------------|:--------------|:-------------------|:--------------------|:-------------|:-----------------|:---------------|:--------------|:---------------|:----------------|:--------------------|:----------------|:-------------------|:-------|:---------------|:-------------|:--------------|:--------------|:----------------|:-----------------|:------------|:-----------|:-------------|:------------|:--------------|:------------|:----------|:--------|:--------------|:----------|:----------|:-----------|:-----------------|:-----------------------------|:------|:--------------|:----------|:--------------------|:---------------|:-------|:-----------------|:-----------|:-----------------------|:-----------|:----------------|:------------|:---------|:--------|:--------| | 0 | 12 | ![](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 | 7 | ![](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 | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | 2 | 7 | ![](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 | 20 | ![](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 | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | 4 | 25 | ![](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 | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | 5 | 16 | ![](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 | 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 |