Jesús Rafael Hechavarría Hernández

Evaluating domain generalization in agricultural deep learning through multi-seed LOSO validation and explainable AI

Abstract Conventional validation schemes may overestimate model robustness in agricultural deep learning when spatial domain shifts are not explicitly considered. This study evaluated convolutional neural networks for pasture biomass estimation using the CSIRO Image2Biomass datas...