Genetic Algorithm Tuned SVM Classifier for Weed Species Recognition

Abstract

Weed detection using image processing is a progressive research area which can revolutionize crop production and increase efficiency in herbicide usage. A SVM classifier was applied in our research to classify and to detect the weed type for weed scouting and spot weeding purposes. However, parameter fine tuning and feature selection for SVM is a complex… (More)

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