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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 whisperain/ウィスパーレイン/絮雨 (Arknights) |
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This is the dataset of whisperain/ウィスパーレイン/絮雨 (Arknights), containing 264 images and their tags. |
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The core tags of this character are `eyepatch, breasts, purple_hair, hair_ornament, hair_over_one_eye, purple_eyes, x_hair_ornament, bangs, medical_eyepatch, large_breasts, long_hair, short_hair, hat, blue_eyes`, 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 | 264 | 546.90 MiB | [Download](https://huggingface.co/datasets/CyberHarem/whisperain_arknights/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). | |
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| 800 | 264 | 237.82 MiB | [Download](https://huggingface.co/datasets/CyberHarem/whisperain_arknights/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. | |
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| stage3-p480-800 | 673 | 541.66 MiB | [Download](https://huggingface.co/datasets/CyberHarem/whisperain_arknights/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 | 264 | 442.49 MiB | [Download](https://huggingface.co/datasets/CyberHarem/whisperain_arknights/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. | |
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| stage3-p480-1200 | 673 | 876.39 MiB | [Download](https://huggingface.co/datasets/CyberHarem/whisperain_arknights/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/whisperain_arknights', |
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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 | 6 |  |  |  |  |  | 1girl, bare_shoulders, detached_sleeves, looking_at_viewer, simple_background, solo, white_gloves, white_headwear, black_dress, long_sleeves, nurse_cap, upper_body, white_background, parted_lips | |
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| 1 | 7 |  |  |  |  |  | 1girl, bare_shoulders, black_dress, detached_sleeves, looking_at_viewer, one_eye_covered, solo, nurse_cap, upper_body, white_background, closed_mouth, simple_background, cleavage, detached_collar, white_headwear | |
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| 2 | 11 |  |  |  |  |  | 1girl, bare_shoulders, black_dress, detached_sleeves, looking_at_viewer, solo, white_gloves, white_headwear, long_sleeves, nurse_cap, one_eye_covered, two-tone_dress, cleavage, closed_mouth, detached_collar, simple_background, white_dress, upper_body, white_background, gradient_background, grey_hair | |
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| 3 | 7 |  |  |  |  |  | 1girl, bare_shoulders, black_dress, detached_sleeves, long_sleeves, looking_at_viewer, solo, white_gloves, black_umbrella, closed_mouth, holding_umbrella, white_headwear, one_eye_covered, very_long_hair, rain, grey_hair, nurse_cap, pantyhose | |
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| 4 | 7 |  |  |  |  |  | 1girl, bare_shoulders, black_dress, detached_sleeves, holding_umbrella, looking_at_viewer, solo, white_gloves, long_sleeves, simple_background, upper_body, white_background, one_eye_covered, white_headwear, closed_mouth, grey_hair, parted_lips | |
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| 5 | 5 |  |  |  |  |  | 1girl, bare_shoulders, black_gloves, elbow_gloves, parted_lips, solo, upper_body, looking_at_viewer, official_alternate_costume, one_eye_covered, black_dress, cleavage, hand_up, simple_background, white_background | |
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| 6 | 5 |  |  |  |  |  | 1girl, bare_shoulders, black_dress, black_gloves, holding_umbrella, looking_at_viewer, official_alternate_costume, one_eye_covered, solo, cleavage, closed_mouth, elbow_gloves, shawl, upper_body, oil-paper_umbrella, simple_background, smile, black_umbrella, white_background | |
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| 7 | 7 |  |  |  |  |  | 1girl, bare_shoulders, black_dress, black_gloves, elbow_gloves, feather_boa, holding_umbrella, official_alternate_costume, oil-paper_umbrella, solo, looking_at_viewer, cleavage, cowboy_shot, one_eye_covered, shawl, syringe | |
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### Table Version |
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| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | bare_shoulders | detached_sleeves | looking_at_viewer | simple_background | solo | white_gloves | white_headwear | black_dress | long_sleeves | nurse_cap | upper_body | white_background | parted_lips | one_eye_covered | closed_mouth | cleavage | detached_collar | two-tone_dress | white_dress | gradient_background | grey_hair | black_umbrella | holding_umbrella | very_long_hair | rain | pantyhose | black_gloves | elbow_gloves | official_alternate_costume | hand_up | shawl | oil-paper_umbrella | smile | feather_boa | cowboy_shot | syringe | |
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|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-----------------|:-------------------|:--------------------|:--------------------|:-------|:---------------|:-----------------|:--------------|:---------------|:------------|:-------------|:-------------------|:--------------|:------------------|:---------------|:-----------|:------------------|:-----------------|:--------------|:----------------------|:------------|:-----------------|:-------------------|:-----------------|:-------|:------------|:---------------|:---------------|:-----------------------------|:----------|:--------|:---------------------|:--------|:--------------|:--------------|:----------| |
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| 0 | 6 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | |
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| 1 | 7 |  |  |  |  |  | X | X | X | X | X | X | | X | X | | X | X | X | | X | X | X | X | | | | | | | | | | | | | | | | | | | | |
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| 2 | 11 |  |  |  |  |  | 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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| 3 | 7 |  |  |  |  |  | X | X | X | X | | X | X | X | X | X | X | | | | X | X | | | | | | X | X | X | X | X | X | | | | | | | | | | | |
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| 4 | 7 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | X | | X | X | X | X | X | | | | | | X | | X | | | | | | | | | | | | | | |
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| 5 | 5 |  |  |  |  |  | X | X | | X | X | X | | | X | | | X | X | X | X | | X | | | | | | | | | | | X | X | X | X | | | | | | | |
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| 6 | 5 |  |  |  |  |  | X | X | | X | X | X | | | X | | | X | X | | X | X | X | | | | | | X | X | | | | X | X | X | | X | X | X | | | | |
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| 7 | 7 |  |  |  |  |  | X | X | | X | | X | | | X | | | | | | X | | X | | | | | | | X | | | | X | X | X | | X | X | | X | X | X | |
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