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DeepSeagrass Dataset

arXiv 2103.05226 ↗First posted 9 Mar 2021cs.CV cs.LGcited by 0

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Abstract (arXiv)

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.

Key facts. No citing papers in the map yet (data through 14 Oct 2026). Builds on 3 of its 10 references that are in the map. First posted on arXiv 9 Mar 2021.

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3 of 10 references.

References · 3

  1. 2018Deep Leaf Segmentation Using Synthetic Datacited by 19
  2. 2020Multi-species Seagrass Detection and Classification from Underwater Imagescited by 5
  3. 2020Scalable learning for bridging the species gap in image-based plant phenotypingcited by 4

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