Sebastien D Villon

New paper on @RemoteSens_MDPI special edition "Artificial Intelligence-Driven Ocean Monitoring"! Our take on "Confronting Deep-Learning and Biodiversity Challenges for Automatic Video-Monitoring of Marine Ecosystems" @UMREntropie

‼️The paper here sciencedirect.com/science/articl… Automatic underwater fish species classification with limited data using few-shot learning @UMREntropie @umrMARBEC @VillonSebastien & coll.

@ReeFishNews @IsiteMUSE @UMREntropie Well that old news but I just discovered this tweet. It was a pleasure to work with @umrMARBEC @lirmm_ for 3 years!

Great PhD defense today at @IsiteMUSE on the automated detection and identification of fish species on coral reefs using deep learning #AI Now call him Dr. Sebastien Villon Postdoc next year in New Caledonia at @UMREntropie working on videos of seamounts with Laurent Vigliola

We've got an 11-month position available for a field/lab #waterquality technician based in sunny Townsville☀️: aims.gov.au/Laboratory-and…. Looking for someone with technical experience who is keen to get in the field!

New paper out today! Do sharks have a time to kill? Accelerometers show evidence for temporal niche partitioning on a daily scale in large coastal sharks. Thanks @royalsociety. @AdrianGleiss @DrNickWhitney @MUniResearch royalsocietypublishing.org/doi/10.1098/rs…

📣 Hot off the press: "Pulling Back the Blue Curtain: A Pelagic Monitoring Program for the Blue Belt" presents advances on video-based monitoring of pelagic wildlife and shows key ecological insights gained from their use! Paper at bit.ly/3qO6FPH @BiolSci_UWA @uwanews

Moving forward toward automatic fish biodiversity estimation, especially rare species! "Automatic underwater fish species classification with limited data using few-shot learning" doi.org/10.1016/j.ecoi…

Check our new paper in #ICES_ASC ! 👉A framework to #Map #local #knowledge on ciguatera risk and small scale #fisheries 🐟🎣, for systematic #Conservation #Planning 🤲🌊 @UMREntropie Collab: @ird_nc, @Ifremer_fr Ilm Nice illustration by @BayardFlorence1 academic.oup.com/icesjms/advanc…

@jcauguet @ReeFishNews @Seb_Villeger Ok je vois que ça se moque de ma combi XXL, super!

@ReeFishNews @Seb_Villeger C'est du XS la combi que vous avez filé à Seb non ;-) @Seb_Villeger

New paper showing how to better control error rates in deep learning algorithms to identify fish species on videos We decreased the rate of misclassifications at an impressive 2% level Good luck Seb in New Caledonia More swim less coding @Seb_Villeger nature.com/articles/s4159…