Transformers Outperform ConvNets for Root Segmentation: A Systematic Comparison Across Nine Datasets

www.biorxiv.org/content/10.6...

Sounding out the deep: using AI and passive acoustic monitoring to reveal spatial and temporal patterns in deep-sea ecosystems

!PhD opportunity! Use #PassiveAcousticMonitoring + #AI to decode the soundscapes of #deep-sea habitats

📍 University of Glasgow
🔗 shorturl.at/lcJIu
📆 Internationals: 8 December
📆 UK: 5 January

@sbohvm.gla.ac.uk @uofglasgow.bsky.social @tiffanyvlaar.bsky.social @abe404.bsky.social

media.springernature.com/full/springe...

Accurate, user-friendly, and free AI stomata quantification with RootPainter using corrective annotation. Works across species & imaging setups. rdcu.be/eyQzf

Five seasons with DeepRootLab: A unique facility for easier deep root research in the field Deep-rooted crops accessing water and nutrients from deep soil layers enhance the resource base for crop production. However, studying these roots in field conditions is labor-intensive, limiting rese...

I enjoyed this collaboration with Eusun Han, Corentin Clément, Weronika Czaban, Dorte Bodin Dresbøll and Kristian Thorup-Kristensen

I also believe the dataset and annotations we’ve made open-access will advance root analysis.
#openscience #phenotyping #rootpainter www.biorxiv.org/content/10.1...

🌊 Fully funded #PhD opportunity! Become part of @netgain.bsky.social to develop novel, cutting-edge methods to track the effects of #Marine #Rewilding using #Bioacoustics, #Geospatial tools, & #SocioEconomic methods. Dive into the details below 👇

www.findaphd.com/phds/project...

New instructions for installing the RootPainter trainer (server) on windows 11 have been added to the GitHub repository.

Please spread the word, 2-year-postdoc position in my group to understand fate determination.
www.upsc.se/jobs/6548-po...