Deep learning-based image classification of sea turtles using object detection and instance segmentation models.

Sea turtles exhibit high migratory rates and occupy a broad range of habitats, which in turn makes monitoring these taxa challenging. Applying deep learning (DL) models to vast image datasets collected from citizen science programs can offer promising solutions to overcome the challenge of monitorin...

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Bibliographic Details
Main Authors: Jong-Won Baek, Jung-Il Kim, Chang-Bae Kim
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2024-01-01
Series:PLoS ONE
Online Access:https://doi.org/10.1371/journal.pone.0313323
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