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--- |
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dataset_info: |
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features: |
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- name: image |
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dtype: image |
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- name: name_en |
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dtype: string |
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- name: name_zh |
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dtype: string |
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- name: text_en |
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dtype: string |
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- name: text_zh |
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dtype: string |
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splits: |
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- name: train |
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num_bytes: 117645424.0 |
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num_examples: 898 |
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download_size: 117512478 |
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dataset_size: 117645424.0 |
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--- |
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# Dataset Card for Pokémon wiki captions |
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This project is inspired by [pokmon-blip-captions](https://huggingface.co/datasets/lambdalabs/pokemon-blip-captions), where the captions are all generated by pre-trained BLIP without any manual effort. |
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However, the quality and accuracy of their captions are not satisfactory enough, which leaves it known whether better captions lead to better results. This motivates our dataset. |
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# Example |
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> General attribute, looks like a little monkey, body color is composed of purple and beige, the end of the tail is like a hand |
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> Poisonous attributes, it looks like a huge purple cobra, with black stripes on its body, small head, and triangular eyes |
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# Properties |
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All 898 images are from [The Complete Pokemon Images Data Set](https://www.kaggle.com/datasets/arenagrenade/the-complete-pokemon-images-data-set?resource=download) in Kaggle with size 475x475. Each image is accompanied with corresponding |
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pokemon name and its detailed description from [Pokemon Wiki](https://wiki.52poke.com/wiki/%E4%B8%BB%E9%A1%B5), English and Chinese captions are provided. Human efforts are also involved to revise. |
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# How to use |
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``` |
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from datasets import load_dataset |
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dataset = load_dataset("wanghaofan/pokemon-wiki-captions") |
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``` |
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The dataset is formatted as below. For each row the dataset contains `image`, `name_en`, `name_zh`, `text_en` and `text_zh` keys. `image` is a varying size PIL jpeg, `name` is the name of pokemon, and `text` is the accompanying text caption. Only a train split is provided. |
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``` |
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DatasetDict({ |
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train: Dataset({ |
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features: ['image', 'name_en', 'name_zh', 'text_en', 'text_zh'], |
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num_rows: 898 |
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}) |
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}) |
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``` |
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# Citation |
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If you use this dataset in your work, please cite it as: |
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``` |
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@misc{wanghaofan2022pokemon, |
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author = {Haofan Wang}, |
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title = {Pokemon wiki captions}, |
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year={2022}, |
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howpublished= {\url{https://huggingface.co/datasets/wanghaofan/pokemon-wiki-captions/}} |
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} |
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``` |
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