Author

Hugo Walter

Ifremer

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

Biology Disciplines

Click to filter author papers

Ecology· 1

Signature Assays, Organisms & Methods

Click to filter · or open tag

Research Focus:benchmarking· 1 Research Focus:cell type annotation· 1 Approach:deep learning· 1 Assay:fluorescence / live-cell microscopy· 1 Assay:imaging· 1 Approach:transformer / foundation model· 1

Frequent Co-Authors

Béatrice Porcon· 1 shared Caroline GorzerinoiD· 1 shared Éric ÉdelineiD· 1 shared François MartignaciD· 1 shared Marc Collinet· 1 shared

Activity by Year

2025-2025 · peak 1/yr

Co-Author Collaboration Network

5 top collaborators · 10 mutual co-author links

Click any collaborator node to inspect or filter shared papers

Focal author (center)Selected co-authorORCID co-authorUnlinked name

Curved chords = mutual co-authorship

1 shared paperEcology

Béatrice Porcon

Mutual co-authors in cluster

Author profile →

1 paper

Recent·Most cited

PlanktonFlow : hands-on deep-learning classification of plankton images for biologists

Hugo Walter, Caroline Gorzerino, Marc Collinet, Béatrice Porcon, François Martignac, Éric Édeline

PlanktonFlow is a Python pipeline that simplifies deep-learning classification of plankton images, demonstrating that EfficientNet-B5 outperforms other CNNs and EcoTaxa in classification accuracy.

bioRxiv · Sep 19, 2025 · PreprintEcology