English

DeepSeagrass Dataset

Computer Vision and Pattern Recognition 2021-03-10 v1 Machine Learning

Abstract

We introduce a dataset of seagrass images collected by a biologist snorkelling in Moreton Bay, Queensland, Australia, as described in our publication: arXiv:2009.09924. The images are labelled at the image-level by collecting images of the same morphotype in a folder hierarchy. We also release pre-trained models and training codes for detection and classification of seagrass species at the patch level at https://github.com/csiro-robotics/deepseagrass.

Cite

@article{arxiv.2103.05226,
  title  = {DeepSeagrass Dataset},
  author = {Scarlett Raine and Ross Marchant and Peyman Moghadam and Frederic Maire and Brett Kettle and Brano Kusy},
  journal= {arXiv preprint arXiv:2103.05226},
  year   = {2021}
}

Comments

arXiv admin note: text overlap with arXiv:2009.09924

R2 v1 2026-06-23T23:54:24.393Z