40 citations · 57 across the 10 of their papers we have counts for
3 papers · 1 filter
Strategies and impact of learning curve estimation for CNN-based image classification
Laura Didyk, Brayden Yarish, Michael A. Beck +2
Learning curves are a measure for how the performance of machine learning models improves given a certain volume of training data. Over a wide variety of applications and models it…
A comprehensive review of 3D convolutional neural network-based classification techniques of diseased and defective crops using non-UAV-based hyperspectral images
Nooshin Noshiri, Michael A. Beck, Christopher P. Bidinosti +1
Hyperspectral imaging (HSI) is a non-destructive and contactless technology that provides valuable information about the structure and composition of an object. It can capture deta…
Fusarium head blight detection, spikelet estimation, and severity assessment in wheat using 3D convolutional neural networks
Oumaima Hamila, Christopher J. Henry, Oscar I. Molina +2
Fusarium head blight (FHB) is one of the most significant diseases affecting wheat and other small grain cereals worldwide. The development of resistant varieties requires the labo…