Author

Alex Searle‐Barnes

National Oceanography CentreORCID 0000-0003-0389-7717Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Evolutionary Biology· 1

Signature Assays, Organisms & Methods

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

Frequent Co-Authors

Anieke BrombacheriD· 1 shared Anjali GoswamiiD· 1 shared James M. MulqueeneyiD· 1 shared Marisa Sweeney· 1 shared Thomas H. G. EzardiD· 1 shared

Activity by Year

2024-2024 · peak 1/yr

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5 top collaborators · 10 mutual co-author links

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1 shared paperEvolutionary Biology

Anieke BrombacherORCID

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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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