Author

A. Delestrade

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· 2

Signature Assays, Organisms & Methods

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Approach:deep learning· 2 Assay:imaging· 2 Organism:multiple species· 2 Research Focus:benchmarking· 1 Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Research Focus:differential expression· 1 Assay:fluorescence / live-cell microscopy· 1

Frequent Co-Authors

G. Dussert· 2 shared A. Benyoub· 1 shared A. Besnard· 1 shared A. Gerard· 1 shared A. Hemery· 1 shared A. Hemon· 1 shared A. Ouvrier· 1 shared A. Regnier· 1 shared

Activity by Year

2022-2024 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 37 mutual co-author links

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2 shared papersEcology

G. Dussert

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Author profile →

2 papers

Recent·Most cited

Zero-shot animal behavior classification with vision-language foundation models

G. Dussert, V. Miele, C. Van Reeth, A. Delestrade, S. Dray, S. Chamaille-Jammes

This study uses vision-language foundation models to classify animal behaviors in camera trap images without prior training, achieving over 91% accuracy in three ungulate species.

bioRxiv · Apr 5, 2024 · PreprintEcology

The DeepFaune initiative: a collaborative effort towards the automatic identification of the French fauna in camera-trap images

N. Rigoudy, G. Dussert, A. Benyoub, A. Besnard, C. Birck, J. Boyer, Y. Bollet, Y. Bunz, G. Caussimont, E. Chetouane, J. Chiffard-Carriburu, P. Cornette, A. Delestrade, N. De Backer, L. Dispan, , Siefert

The paper introduces a classification model for French fauna in camera-trap images, achieving high accuracy and precision, and implements it in a user-friendly software tool.

bioRxiv · Mar 15, 2022Ecology