--- license: mit task_categories: - text-to-image tags: - art - not-for-all-audiences size_categories: - n<1K --- # Dataset of tenkuubashi_tomoka/天空橋朋花 (THE iDOLM@STER: Million Live!) This is the dataset of tenkuubashi_tomoka/天空橋朋花 (THE iDOLM@STER: Million Live!), containing 175 images and their tags. The core tags of this character are `brown_hair, brown_eyes, long_hair, hair_bun, single_hair_bun, bangs, breasts, sidelocks`, 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 | 175 | 205.13 MiB | [Download](https://huggingface.co/datasets/CyberHarem/tenkuubashi_tomoka_theidolmstermillionlive/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). | | 800 | 175 | 129.96 MiB | [Download](https://huggingface.co/datasets/CyberHarem/tenkuubashi_tomoka_theidolmstermillionlive/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. | | stage3-p480-800 | 393 | 266.01 MiB | [Download](https://huggingface.co/datasets/CyberHarem/tenkuubashi_tomoka_theidolmstermillionlive/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. | | 1200 | 175 | 185.74 MiB | [Download](https://huggingface.co/datasets/CyberHarem/tenkuubashi_tomoka_theidolmstermillionlive/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. | | stage3-p480-1200 | 393 | 357.52 MiB | [Download](https://huggingface.co/datasets/CyberHarem/tenkuubashi_tomoka_theidolmstermillionlive/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/tenkuubashi_tomoka_theidolmstermillionlive', 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 | 8 | ![](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, smile, solo, heart, looking_at_viewer, fingerless_gloves, belt, hand_fan, open_mouth, sitting | | 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, looking_at_viewer, medium_breasts, simple_background, solo, white_background, blush, cleavage, collarbone, cowboy_shot, navel, bare_shoulders, babydoll, bikini, lingerie, panties, smile | | 2 | 14 | ![](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, solo, looking_at_viewer, bare_shoulders, rose, smile, red_eyes, black_dress, cleavage, feathered_wings, medium_breasts, black_gloves, blue_flower, feathers, hair_flower, open_mouth | ### Table Version | # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | smile | solo | heart | looking_at_viewer | fingerless_gloves | belt | hand_fan | open_mouth | sitting | medium_breasts | simple_background | white_background | blush | cleavage | collarbone | cowboy_shot | navel | bare_shoulders | babydoll | bikini | lingerie | panties | rose | red_eyes | black_dress | feathered_wings | black_gloves | blue_flower | feathers | hair_flower | |----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:--------|:-------|:--------|:--------------------|:--------------------|:-------|:-----------|:-------------|:----------|:-----------------|:--------------------|:-------------------|:--------|:-----------|:-------------|:--------------|:--------|:-----------------|:-----------|:---------|:-----------|:----------|:-------|:-----------|:--------------|:------------------|:---------------|:--------------|:-----------|:--------------| | 0 | 8 | ![](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 | | | | | | | | | | | | | | | | | | | | | | | 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 | | | | | | | | | | 2 | 14 | ![](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 |