Watch a DOME Webinar on Machine Learning Best Practices & Recommendations on 24th September 2024 In recent years, there has been a substantial increase in scientific publications in journals publishing computational research such as ours utilising Machine Learning (ML). This represents a significant challenge for disseminating and assessing scientific research as the black box and […]

The post Machine Learning Standards in the Wild. DOME Webinar on ML Recommendations and Applications appeared first on GigaBlog.

Ethan White’s lab at the University of Florida has an opening for a PhD student starting in Fall 2025 to study ecological forecasting of wading birds in the Everglades.

To share things we’re excited about in a less platform specific, more discoverable, way we’re going to do semi-regular posts sharing a few things we like. To start: A paper led by Laura D’Acunto &

One of weecology’s newest projects involves monitoring wading birds in the Everglades using drones. We need to quickly turn this imagery into data to drive ecological forecasts & guide management decisions. We do this in near real-time using computer vision models to detect birds in imagery & automated workflows to update this data as soon as new imagery is available.

We just published a dataset of canopy tree maps for 100 million trees in the National Ecological Observatory Network (NEON) with information on location, species identify, size, and whether the tree is alive.

Opening a Cabinet of Curiosities in Montreal Readers of this blog must know every summer the GigaScience Press team gathers at the ISMB (International Conference on Intelligent Systems for Molecular Biology) conference, where the great and good of computational biology gather for the largest bioinformatics conference of the year.

GitHub recently previewed ‘Copilot Workspace’, which aims to use generative AI to assist software developers. Rather than just giving in-line suggestions, as GitHub copilot does, workspace allows users to map out and execute entire projects. We got early preview access to the tool, so decided to see how well it performed for our needs in Epiverse-TRACE.

Welcome back to our next installment of: what the heck is happening with the Portal rodents? For those just tuning in, I might recommend reading our first two installments: Regime Shift Cometh? and Regime Shift Still Cometh? June in the Arizona desert can be a brutal time for conducting the Portal rodent trip.

Plant phenotyping – the science of gathering precise information and measurements on plants – has seen massive improvements recently, and the combination of sensor technology and AI methods will continue to change the way crops are assessed and improved. A new article in GigaScience demonstrates where this is going: Jonas Bömer and colleagues at the Institute of Sugar Beet Research (Göttingen) used

The debate between Yann LeCun and Elon Musk, reported in Nature, questions whether science necessitates publishing results. My position is that science depends on how you produce your knowledge, not necessarily requiring publication. Only if you face the public, you need to publish about your work.