Author

D. Allaine

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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Research Focus:cell type annotation· 1 Approach:deep learning· 1 Assay:imaging· 1 Organism:multiple species· 1

Frequent Co-Authors

B. Spataro· 1 shared C. Bonenfant· 1 shared G. Dussert· 1 shared S. Chamaille-Jammes· 1 shared V. Miele· 1 shared

Activity by Year

2020-2020 · peak 1/yr

Co-Author Collaboration Network

5 top collaborators · 10 mutual co-author links

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1 shared paperEcology

B. Spataro

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1 paper

Recent·Most cited

Revisiting giraffe photo-identification using deep learning and network analysis

V. Miele, G. Dussert, B. Spataro, S. Chamaille-Jammes, D. Allaine, C. Bonenfant

The paper develops a deep learning pipeline for giraffe re-identification using image similarity networks and CNNs, achieving 90% Top-1 accuracy in identifying known individuals from 4,000 photographs.

bioRxiv · Mar 25, 2020 · PreprintEcology