Author

Marisa Sweeney

National Oceanography Centre

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Evolutionary Biology· 1

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Research Focus:benchmarking· 1 Approach:deep learning· 1 Assay:imaging· 1

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Alex Searle‐BarnesiD· 1 shared Anieke BrombacheriD· 1 shared Anjali GoswamiiD· 1 shared James M. MulqueeneyiD· 1 shared Thomas H. G. EzardiD· 1 shared

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1 shared paperEvolutionary Biology

Alex Searle‐BarnesORCID

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1 paper

Recent·Most cited

Evolutionary BiologyRoyal Society Open SciencePeer-reviewedJun 1, 2024

How many specimens make a sufficient training set for automated 3D feature extraction?

James M. Mulqueeney, Alex Searle‐Barnes, Anieke Brombacher…·Thomas H. G. Ezard

This study determines the minimum number of training images needed for accurate 3D feature extraction using deep learning and evaluates the effectiveness of data augmentation.

13 citations

imagingdeep learning

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