--- license: mit task_categories: - text-to-image tags: - art - not-for-all-audiences size_categories: - n<1K --- # Dataset of impero/インペロ/帝国 (Azur Lane) This is the dataset of impero/インペロ/帝国 (Azur Lane), containing 32 images and their tags. The core tags of this character are `breasts, long_hair, large_breasts, brown_hair, bangs, blue_eyes, very_long_hair, ahoge, bow, 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 | 32 | 60.14 MiB | [Download](https://huggingface.co/datasets/CyberHarem/impero_azurlane/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). | | 800 | 32 | 30.55 MiB | [Download](https://huggingface.co/datasets/CyberHarem/impero_azurlane/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. | | stage3-p480-800 | 80 | 63.37 MiB | [Download](https://huggingface.co/datasets/CyberHarem/impero_azurlane/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. | | 1200 | 32 | 52.90 MiB | [Download](https://huggingface.co/datasets/CyberHarem/impero_azurlane/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. | | stage3-p480-1200 | 80 | 96.33 MiB | [Download](https://huggingface.co/datasets/CyberHarem/impero_azurlane/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/impero_azurlane', 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 | 19 |  |  |  |  |  | 1girl, cleavage, looking_at_viewer, solo, white_shirt, collared_shirt, bare_shoulders, official_alternate_costume, sleeveless_shirt, blush, brown_cardigan, open_clothes, black_bowtie, partially_unbuttoned, plaid_skirt, pleated_skirt, black_skirt, leaf, loose_bowtie, school_uniform, sitting | | 1 | 5 |  |  |  |  |  | 1girl, bare_shoulders, looking_at_viewer, solo, aiguillette, cleavage, clothing_cutout, collarbone, gold_trim, white_dress, cape, full_body, long_sleeves, medium_breasts, white_footwear, black_choker, collared_dress, cutout_above_navel, green_eyes, italian_flag, military, pink_hair, short_dress, two-tone_dress, uniform | ### Table Version | # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | cleavage | looking_at_viewer | solo | white_shirt | collared_shirt | bare_shoulders | official_alternate_costume | sleeveless_shirt | blush | brown_cardigan | open_clothes | black_bowtie | partially_unbuttoned | plaid_skirt | pleated_skirt | black_skirt | leaf | loose_bowtie | school_uniform | sitting | aiguillette | clothing_cutout | collarbone | gold_trim | white_dress | cape | full_body | long_sleeves | medium_breasts | white_footwear | black_choker | collared_dress | cutout_above_navel | green_eyes | italian_flag | military | pink_hair | short_dress | two-tone_dress | uniform | |----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-----------|:--------------------|:-------|:--------------|:-----------------|:-----------------|:-----------------------------|:-------------------|:--------|:-----------------|:---------------|:---------------|:-----------------------|:--------------|:----------------|:--------------|:-------|:---------------|:-----------------|:----------|:--------------|:------------------|:-------------|:------------|:--------------|:-------|:------------|:---------------|:-----------------|:-----------------|:---------------|:-----------------|:---------------------|:-------------|:---------------|:-----------|:------------|:--------------|:-----------------|:----------| | 0 | 19 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | 1 | 5 |  |  |  |  |  | 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 |
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