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YAML Metadata Warning: The task_categories "hyperspectral data classification" is not in the official list: text-classification, token-classification, table-question-answering, question-answering, zero-shot-classification, translation, summarization, feature-extraction, text-generation, text2text-generation, fill-mask, sentence-similarity, text-to-speech, text-to-audio, automatic-speech-recognition, audio-to-audio, audio-classification, voice-activity-detection, depth-estimation, image-classification, object-detection, image-segmentation, text-to-image, image-to-text, image-to-image, image-to-video, unconditional-image-generation, video-classification, reinforcement-learning, robotics, tabular-classification, tabular-regression, tabular-to-text, table-to-text, multiple-choice, text-retrieval, time-series-forecasting, text-to-video, image-text-to-text, visual-question-answering, document-question-answering, zero-shot-image-classification, graph-ml, mask-generation, zero-shot-object-detection, text-to-3d, image-to-3d, image-feature-extraction, other

Hyperspectral Image Dataset for Individual Penguin Identification

This dataset is used for the classification of hyperspectral data to identify individual penguins．The original hyperspectral images that this dataset is based on can be found on Hugging Face under the dataset name hyper_penguin．For examples of how to use this dataset, please see the GitHub repository here．

Data Splitsgi

The dataset is split into training, validation, and test sets. The distribution is as follows:

  • Training: 500,000 pixels (50,000 per class)
  • Validation: 50,000 pixels (5,000 per class)
  • Test: 50,000 pixels (5,000 per class)

Licensing Information

This dataset is released under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License (CC BY-NC-ND 4.0). For more details, see the license file in the repository.

Citation Information

If you use this dataset in your research, please cite it using the following BibTeX entry:

@misc{noboru2024hyperspectral,
      title={Hyperspectral Image Dataset for Individual Penguin Identification}, 
      author={Youta Noboru and Yuko Ozasa and Masayuki Tanaka},
      year={2024},
      eprint={2405.14146},
      archivePrefix={arXiv},
      primaryClass={cs.CV}
}
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