Search Results for author: Kevin Flores

Found 2 papers, 1 papers with code

Few-Shot Learning Enables Population-Scale Analysis of Leaf Traits in Populus trichocarpa

1 code implementation24 Jan 2023 John Lagergren, Mirko Pavicic, Hari B. Chhetri, Larry M. York, P. Doug Hyatt, David Kainer, Erica M. Rutter, Kevin Flores, Jack Bailey-Bale, Marie Klein, Gail Taylor, Daniel Jacobson, Jared Streich

In this way, the current work is designed to provide the plant phenotyping community with (i) methods for fast and accurate image-based feature extraction that require minimal training data, and (ii) a new population-scale data set, including 68 different leaf phenotypes, for domain scientists and machine learning researchers.

Few-Shot Learning Plant Phenotyping

Region Growing with Convolutional Neural Networks for Biomedical Image Segmentation

no code implementations23 Sep 2020 John Lagergren, Erica Rutter, Kevin Flores

In this paper we present a methodology that uses convolutional neural networks (CNNs) for segmentation by iteratively growing predicted mask regions in each coordinate direction.

Computational Efficiency Image Segmentation +2

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