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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 Nasti Lunorey/ナスティ・ルノレイ/娜斯提·鲁诺瑞伊 (Arknights) |
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This is the dataset of Nasti Lunorey/ナスティ・ルノレイ/娜斯提·鲁诺瑞伊 (Arknights), containing 25 images and their tags. |
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The core tags of this character are `grey_hair, long_hair, pointy_ears, very_long_hair, breasts, yellow_eyes, earrings, horns, medium_breasts, hair_over_one_eye`, 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 | Images-others | Images-head | |
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|:-----------------|---------:|:----------|:-------------------------------------------------------------------------------------------------------------------------|:-----------|:---------------------------------------------------------------------|:----------------|:--------------| |
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| raw | 25 | 15.74 MiB | [Download](https://huggingface.co/datasets/CyberHarem/nasti_lunorey_arknights/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). | -- | -- | |
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| stage3-p180-1200 | 65 | 35.90 MiB | [Download](https://huggingface.co/datasets/CyberHarem/nasti_lunorey_arknights/resolve/main/dataset-stage3-p180-1200.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 180x180 pixels. | 46 | 19 | |
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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/nasti_lunorey_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 | 5 |  |  |  |  |  | 1girl, belt, black_gloves, cowboy_shot, fingerless_gloves, hand_in_pocket, holding, id_card, jewelry, long_sleeves, looking_at_viewer, official_alternate_costume, solo, white_shirt, brown_jacket, grey_pants, closed_mouth, open_coat, brown_coat, dutch_angle | |
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| 1 | 5 |  |  |  |  |  | 1girl, belt, black_gloves, closed_mouth, cowboy_shot, fingerless_gloves, hand_in_pocket, holding, id_card, long_sleeves, looking_at_viewer, open_coat, outdoors, solo, white_shirt, grey_pants, blue_sky, official_alternate_costume, cloud, day, dutch_angle, hand_up, standing | |
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### Table Version |
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| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | belt | black_gloves | cowboy_shot | fingerless_gloves | hand_in_pocket | holding | id_card | jewelry | long_sleeves | looking_at_viewer | official_alternate_costume | solo | white_shirt | brown_jacket | grey_pants | closed_mouth | open_coat | brown_coat | dutch_angle | outdoors | blue_sky | cloud | day | hand_up | standing | |
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|----:|----------:|:----------------------------------------------------------------------------------------------------------------|:----------------------------------------------------------------------------------------------------------------|:----------------------------------------------------------------------------------------------------------------|:----------------------------------------------------------------------------------------------------------------|:----------------------------------------------------------------------------------------------------------------|:--------|:-------|:---------------|:--------------|:--------------------|:-----------------|:----------|:----------|:----------|:---------------|:--------------------|:-----------------------------|:-------|:--------------|:---------------|:-------------|:---------------|:------------|:-------------|:--------------|:-----------|:-----------|:--------|:------|:----------|:-----------| |
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| 0 | 5 |  |  |  |  |  | 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 | 5 |  |  |  |  |  | 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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