Author

M. Rogala

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Ecology· 1

Signature Assays, Organisms & Methods

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Approach:deep learning· 1 Research Focus:ecology & biodiversity· 1 Assay:imaging· 1 Organism:multiple species· 1

Frequent Co-Authors

A. F. Koumba Pambo· 1 shared A. W. Cardoso· 1 shared B. Momboua· 1 shared C. K. Opepa· 1 shared C. Orbell· 1 shared D. Lehmann· 1 shared H. S. Robinson· 1 shared J. A. Zwerts· 1 shared

Activity by Year

2020-2020 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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1 shared paperEcology

A. F. Koumba Pambo

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1 paper

Recent·Most cited

High performance machine learning models can fully automate labeling of camera trap images for ecological analyses

R. C. Whytock, J. Swiezewski, J. A. Zwerts, T. Bara-Słupski, A. F. Koumba Pambo, M. Rogala, L. Bahaa-el-din, K. Boekee, S. Brittain, A. W. Cardoso, P. Henschel, D. Lehmann, B. Momboua, C. K. Opepa, C. Orbell, , K. A. Abernethy

This paper develops a high performance machine learning model that fully automates camera trap image labeling for ecological analysis, achieving results comparable to expert labels in species richness, activity patterns, and occupancy.

bioRxiv · Sep 12, 2020 · PreprintEcology