Christopher J. Henry

activity

20222025

most citedA comprehensive review of 3D convolutional neural network-based classification techniques of diseased and defective crops using non-UAV-based hyperspectral images

40 citations · 57 across the 10 of their papers we have counts for

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2 papers · 1 filter

cs.LG2023★ 1 cited

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…

cs.LG2022

Investigating classification learning curves for automatically generated and labelled plant images

Michael A. Beck, Christopher P. Bidinosti, Christopher J. Henry +1

In the context of supervised machine learning a learning curve describes how a model's performance on unseen data relates to the amount of samples used to train the model. In this…