--- license: mit task_categories: - text-to-image tags: - art - not-for-all-audiences size_categories: - n<1K --- # Dataset of px4_storm/Px4ストーム/Px4风暴 (Girls' Frontline) This is the dataset of px4_storm/Px4ストーム/Px4风暴 (Girls' Frontline), containing 31 images and their tags. The core tags of this character are `green_eyes, blonde_hair, breasts, bangs, large_breasts, mole_under_eye, mole, short_hair, hair_between_eyes, medium_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 | 31 | 40.22 MiB | [Download](https://huggingface.co/datasets/CyberHarem/px4_storm_girlsfrontline/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). | | 800 | 31 | 22.53 MiB | [Download](https://huggingface.co/datasets/CyberHarem/px4_storm_girlsfrontline/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. | | stage3-p480-800 | 80 | 48.56 MiB | [Download](https://huggingface.co/datasets/CyberHarem/px4_storm_girlsfrontline/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. | | 1200 | 31 | 35.05 MiB | [Download](https://huggingface.co/datasets/CyberHarem/px4_storm_girlsfrontline/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. | | stage3-p480-1200 | 80 | 68.09 MiB | [Download](https://huggingface.co/datasets/CyberHarem/px4_storm_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/px4_storm_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 | 13 | ![](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, gloves, solo, hood_up, blush, looking_at_viewer, white_background, dress, character_name, handgun, black_coat, holding_gun, skindentation, thigh_strap, thighs | | 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, bare_shoulders, blush, looking_at_viewer, navel, solo, white_bikini, cleavage, collarbone, hairclip, halterneck, simple_background, white_background, bare_legs, closed_mouth, feet, full_body, holding, o-ring_bikini, orange_hair, parted_lips, sandals, sarong, sky, smile, standing, stomach, thighs, toes, wet, white_footwear | | 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, blush, red_sweater, smile, looking_at_viewer, solo, turtleneck, black_pantyhose, beret, earrings, necklace, panties, simple_background, white_background | ### Table Version | # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | gloves | solo | hood_up | blush | looking_at_viewer | white_background | dress | character_name | handgun | black_coat | holding_gun | skindentation | thigh_strap | thighs | bare_shoulders | navel | white_bikini | cleavage | collarbone | hairclip | halterneck | simple_background | bare_legs | closed_mouth | feet | full_body | holding | o-ring_bikini | orange_hair | parted_lips | sandals | sarong | sky | smile | standing | stomach | toes | wet | white_footwear | red_sweater | turtleneck | black_pantyhose | beret | earrings | necklace | panties | |----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:---------|:-------|:----------|:--------|:--------------------|:-------------------|:--------|:-----------------|:----------|:-------------|:--------------|:----------------|:--------------|:---------|:-----------------|:--------|:---------------|:-----------|:-------------|:-----------|:-------------|:--------------------|:------------|:---------------|:-------|:------------|:----------|:----------------|:--------------|:--------------|:----------|:---------|:------|:--------|:-----------|:----------|:-------|:------|:-----------------|:--------------|:-------------|:------------------|:--------|:-----------|:-----------|:----------| | 0 | 13 | ![](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 | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | 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 | 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 |