Testing the transferability of AI models for cold-water coral detection and classification

The proliferation of accessible deep-water imaging platforms has resulted in the acquisition of vast amounts of image data, resulting in an analysis bottleneck. Object detection is now being applied to assist the image annotation process, with the potential to reduce analysis time. However, for obje...

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Bibliographic Details

Published in:	Ecological Informatics
Main Authors:	Kyran P. Graves, Louise Allcock, David K.A. Barnes, Amelia E.H. Bridges, Kerry L. Howell
Format:	Article
Language:	English
Published:	Elsevier 2026-05-01
Subjects:	Cold-water coral Object detection Deep learning Computer vision YOLOv5 Model transfer
Online Access:	http://www.sciencedirect.com/science/article/pii/S157495412600155X