--- license: mit task_categories: - text-to-image tags: - art - not-for-all-audiences size_categories: - n<1K --- # Dataset of m2hb/M2HB/M2HB (Girls' Frontline) This is the dataset of m2hb/M2HB/M2HB (Girls' Frontline), containing 46 images and their tags. The core tags of this character are `long_hair, blonde_hair, breasts, hat, large_breasts, red_eyes, bangs, garrison_cap`, 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 | 46 | 62.44 MiB | [Download](https://huggingface.co/datasets/CyberHarem/m2hb_girlsfrontline/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). | | 800 | 46 | 32.65 MiB | [Download](https://huggingface.co/datasets/CyberHarem/m2hb_girlsfrontline/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. | | stage3-p480-800 | 107 | 67.51 MiB | [Download](https://huggingface.co/datasets/CyberHarem/m2hb_girlsfrontline/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. | | 1200 | 46 | 53.18 MiB | [Download](https://huggingface.co/datasets/CyberHarem/m2hb_girlsfrontline/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. | | stage3-p480-1200 | 107 | 98.72 MiB | [Download](https://huggingface.co/datasets/CyberHarem/m2hb_girlsfrontline/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/m2hb_girlsfrontline', 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 |  |  |  |  |  | 1girl, solo, cleavage, white_gloves, dog_tags, machine_gun, necklace, looking_at_viewer, smile, white_shirt, midriff, tied_shirt, holding, jacket_around_waist, simple_background, white_background, crop_top, navel, sleeveless | | 1 | 12 |  |  |  |  |  | looking_at_viewer, 1girl, solo, race_queen, cleavage, official_alternate_costume, white_gloves, cropped_jacket, navel, smile, thighhighs, midriff, white_background, checkered_flag, multicolored_gloves, multicolored_jacket, thigh_boots, white_jacket, high_heels, miniskirt | ### Table Version | # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | solo | cleavage | white_gloves | dog_tags | machine_gun | necklace | looking_at_viewer | smile | white_shirt | midriff | tied_shirt | holding | jacket_around_waist | simple_background | white_background | crop_top | navel | sleeveless | race_queen | official_alternate_costume | cropped_jacket | thighhighs | checkered_flag | multicolored_gloves | multicolored_jacket | thigh_boots | white_jacket | high_heels | miniskirt | |----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-------|:-----------|:---------------|:-----------|:--------------|:-----------|:--------------------|:--------|:--------------|:----------|:-------------|:----------|:----------------------|:--------------------|:-------------------|:-----------|:--------|:-------------|:-------------|:-----------------------------|:-----------------|:-------------|:-----------------|:----------------------|:----------------------|:--------------|:---------------|:-------------|:------------| | 0 | 16 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | 1 | 12 |  |  |  |  |  | X | X | X | X | | | | X | X | | X | | | | | X | | X | | X | X | X | X | X | X | X | X | X | X | X |
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