Do AI models produce better weather forecasts than physics-based models? A quantitative evaluation case study of Storm Ciarán

no code implementations • 5 Dec 2023 • Andrew J. Charlton-Perez, Helen F. Dacre, Simon Driscoll, Suzanne L. Gray, Ben Harvey, Natalie J. Harvey, Kieran M. R. Hunt, Robert W. Lee, Ranjini Swaminathan, Remy Vandaele, Ambrogio Volonté

There has been huge recent interest in the potential of making operational weather forecasts using machine learning techniques.

Position Weather Forecasting

Transfer Learning for Instance Segmentation of Waste Bottles using Mask R-CNN Algorithm

no code implementations • 15 Apr 2022 • Punitha Jaikumar, Remy Vandaele, Varun Ojha

This paper proposes a methodological approach with a transfer learning scheme for plastic waste bottle detection and instance segmentation using the \textit{mask region proposal convolutional neural network} (Mask R-CNN).

Instance Segmentation Region Proposal +3