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--- |
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license: mit |
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task_categories: |
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- text-to-image |
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tags: |
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- art |
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- not-for-all-audiences |
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size_categories: |
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- n<1K |
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--- |
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# Dataset of tokugawa_matsuri/徳川まつり (THE iDOLM@STER: Million Live!) |
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This is the dataset of tokugawa_matsuri/徳川まつり (THE iDOLM@STER: Million Live!), containing 322 images and their tags. |
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The core tags of this character are `green_hair, brown_eyes, bangs, parted_bangs, curly_hair, ribbon, bow, breasts, hairband, medium_hair, hair_ribbon`, which are pruned in this dataset. |
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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)). |
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## List of Packages |
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| Name | Images | Size | Download | Type | Description | |
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|:-----------------|---------:|:-----------|:------------------------------------------------------------------------------------------------------------------------------------------|:-----------|:---------------------------------------------------------------------| |
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| raw | 322 | 339.03 MiB | [Download](https://huggingface.co/datasets/CyberHarem/tokugawa_matsuri_theidolmstermillionlive/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). | |
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| 800 | 322 | 217.68 MiB | [Download](https://huggingface.co/datasets/CyberHarem/tokugawa_matsuri_theidolmstermillionlive/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. | |
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| stage3-p480-800 | 708 | 439.55 MiB | [Download](https://huggingface.co/datasets/CyberHarem/tokugawa_matsuri_theidolmstermillionlive/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. | |
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| 1200 | 322 | 311.66 MiB | [Download](https://huggingface.co/datasets/CyberHarem/tokugawa_matsuri_theidolmstermillionlive/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. | |
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| stage3-p480-1200 | 708 | 591.47 MiB | [Download](https://huggingface.co/datasets/CyberHarem/tokugawa_matsuri_theidolmstermillionlive/resolve/main/dataset-stage3-p480-1200.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. | |
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### Load Raw Dataset with Waifuc |
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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 |
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```python |
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import os |
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import zipfile |
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from huggingface_hub import hf_hub_download |
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from waifuc.source import LocalSource |
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# download raw archive file |
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zip_file = hf_hub_download( |
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repo_id='CyberHarem/tokugawa_matsuri_theidolmstermillionlive', |
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repo_type='dataset', |
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filename='dataset-raw.zip', |
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) |
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# extract files to your directory |
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dataset_dir = 'dataset_dir' |
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os.makedirs(dataset_dir, exist_ok=True) |
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with zipfile.ZipFile(zip_file, 'r') as zf: |
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zf.extractall(dataset_dir) |
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# load the dataset with waifuc |
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source = LocalSource(dataset_dir) |
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for item in source: |
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print(item.image, item.meta['filename'], item.meta['tags']) |
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``` |
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## List of Clusters |
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List of tag clustering result, maybe some outfits can be mined here. |
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### Raw Text Version |
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| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | Tags | |
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|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------| |
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| 0 | 14 |  |  |  |  |  | open_mouth, puffy_short_sleeves, 1girl, blush, looking_at_viewer, solo, smile, aqua_hair, simple_background, white_background, white_gloves, ;d, blue_dress, hair_bow, one_eye_closed, earrings, frilled_dress, star_(symbol), bracelet, polka_dot, short_hair | |
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| 1 | 19 |  |  |  |  |  | 1girl, solo, looking_at_viewer, puffy_short_sleeves, polka_dot_ribbon, choker, blush, polka_dot_bow, white_background, simple_background, hair_bow, red_dress, white_shirt, open_mouth, frills, red_hairband, aqua_hair, heart, smile | |
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| 2 | 9 |  |  |  |  |  | 1girl, dress, looking_at_viewer, open_mouth, solo, :o, choker, smile | |
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| 3 | 6 |  |  |  |  |  | 1girl, blush, collared_shirt, looking_at_viewer, open_mouth, simple_background, solo, white_background, white_shirt, red_bowtie, school_uniform, sweater_vest, :o, blue_vest, long_sleeves, polka_dot_ribbon, upper_body, aqua_hair, red_ribbon | |
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| 4 | 15 |  |  |  |  |  | 1girl, blush, cleavage, looking_at_viewer, solo, medium_breasts, smile, navel, open_mouth, red_bikini, frilled_bikini, bare_shoulders, collarbone, simple_background, aqua_hair, polka_dot, white_background | |
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| 5 | 7 |  |  |  |  |  | 1girl, fake_animal_ears, playboy_bunny, rabbit_ears, solo, cleavage, looking_at_viewer, blush, detached_collar, large_breasts, strapless_leotard, wrist_cuffs, bare_shoulders, bowtie, fishnet_pantyhose, medium_breasts, open_mouth, simple_background, white_background, black_leotard, covered_navel, rabbit_tail, smile | |
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| 6 | 6 |  |  |  |  |  | aiguillette, aqua_hair, epaulettes, long_sleeves, white_ascot, blue_jacket, short_hair, upper_body, white_background, frilled_sleeves, hair_between_eyes, looking_at_viewer, multiple_girls, open_mouth, orange_eyes, solo_focus, 1girl, black_gloves, blush, border | |
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### Table Version |
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| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | open_mouth | puffy_short_sleeves | 1girl | blush | looking_at_viewer | solo | smile | aqua_hair | simple_background | white_background | white_gloves | ;d | blue_dress | hair_bow | one_eye_closed | earrings | frilled_dress | star_(symbol) | bracelet | polka_dot | short_hair | polka_dot_ribbon | choker | polka_dot_bow | red_dress | white_shirt | frills | red_hairband | heart | dress | :o | collared_shirt | red_bowtie | school_uniform | sweater_vest | blue_vest | long_sleeves | upper_body | red_ribbon | cleavage | medium_breasts | navel | red_bikini | frilled_bikini | bare_shoulders | collarbone | fake_animal_ears | playboy_bunny | rabbit_ears | detached_collar | large_breasts | strapless_leotard | wrist_cuffs | bowtie | fishnet_pantyhose | black_leotard | covered_navel | rabbit_tail | aiguillette | epaulettes | white_ascot | blue_jacket | frilled_sleeves | hair_between_eyes | multiple_girls | orange_eyes | solo_focus | black_gloves | border | |
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|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:-------------|:----------------------|:--------|:--------|:--------------------|:-------|:--------|:------------|:--------------------|:-------------------|:---------------|:-----|:-------------|:-----------|:-----------------|:-----------|:----------------|:----------------|:-----------|:------------|:-------------|:-------------------|:---------|:----------------|:------------|:--------------|:---------|:---------------|:--------|:--------|:-----|:-----------------|:-------------|:-----------------|:---------------|:------------|:---------------|:-------------|:-------------|:-----------|:-----------------|:--------|:-------------|:-----------------|:-----------------|:-------------|:-------------------|:----------------|:--------------|:------------------|:----------------|:--------------------|:--------------|:---------|:--------------------|:----------------|:----------------|:--------------|:--------------|:-------------|:--------------|:--------------|:------------------|:--------------------|:-----------------|:--------------|:-------------|:---------------|:---------| |
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| 0 | 14 |  |  |  |  |  | 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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| 1 | 19 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | X | | | | X | | | | | | | | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
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| 2 | 9 |  |  |  |  |  | X | | X | | X | X | X | | | | | | | | | | | | | | | | X | | | | | | | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
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| 3 | 6 |  |  |  |  |  | X | | X | X | X | X | | X | X | X | | | | | | | | | | | | X | | | | X | | | | | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
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| 4 | 15 |  |  |  |  |  | X | | X | X | X | X | X | X | X | X | | | | | | | | | | X | | | | | | | | | | | | | | | | | | | | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | |
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| 5 | 7 |  |  |  |  |  | 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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| 6 | 6 |  |  |  |  |  | X | | X | X | X | | | X | | X | | | | | | | | | | | X | | | | | | | | | | | | | | | | X | X | | | | | | | | | | | | | | | | | | | | | X | X | X | X | X | X | X | X | X | X | X | |
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