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Cite

@article{jialeng2023boatnet,
  title={BoatNet: Automated Small Boat Composition Detection using Deep Learning on Satellite Imagery},
  author={Jialeng, Guo and Su{\'a}rez de la Fuente, Santiago and Smith, Tristan R},
  journal={UCL Open: Environment},
  year={2023},
  publisher={UCL Press}
}

Publication

https://journals.uclpress.co.uk/ucloe/article/853/galley/12357/view/

Data

Traning data

images: 694
labels: 694
size: 416 x 416 pixels
https://huggingface.co/datasets/theiresearch/BoatNet-training

Testing data

Guaymas: 513 images
Loreto: 83 images
Santa Rosalia: 94 images
size: 3840 x 2160 pixels
https://huggingface.co/datasets/theiresearch/BoatNet-testing-op

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BoatNet: Automated Small Boat Composition Detection using Deep Learning on Satellite Imagery

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  • Jupyter Notebook 98.3%
  • Python 1.7%