Author

David Carmignac

Centre National de la Recherche ScientifiqueORCID 0000-0002-4760-3322Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Research Focus:database / resource· 1 Assay:imaging· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

Beatriz MarcoteguiiD· 1 shared Carine PuppoiD· 1 shared Étienne DecencièreiD· 1 shared Gérard Lacroix· 1 shared Jean‐François Le GalliardiD· 1 shared Léo DechaumetiD· 1 shared Samy BlusseauiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

7 top collaborators · 21 mutual co-author links

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1 shared paperEcology

Beatriz MarcoteguiORCID

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1 paper

Recent·Most cited

PlanktonLake-CEREEP- A Freshwater Plankton Image Dataset with Semi-Automated Label Cleaning

Léo Dechaumet, Carine Puppo, David Carmignac, Samy Blusseau, Beatriz Marcotegui, Étienne Decencière, Gérard Lacroix, Jean‐François Le Galliard

This paper introduces a freshwater plankton image dataset with 88,000 images across 43 taxa and presents a CNN-based baseline achieving 93% classification accuracy.

bioRxiv · Sep 29, 2026 · PreprintEcology