Parcourir par auteur "Sotoodeh, Parsa"
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Field Plant Identification Through Indoor Imagery Using Image Augmentation and Object Detection Algorithms
Sotoodeh, Parsa (University of WinnipegUniversity of Winnipeg, 2022-11-04)A growing global population and recent changes in climate make it increasingly necessary to incorporate recent advances in machine learning and robotics into agricultural practices. Plant detection is the problem of ... -
Inside out: transforming images of lab-grown plants for machine learning applications in agriculture
Krosney, Alexander E.; Sotoodeh, Parsa; Henry, Christopher J.; Beck, Michael A.; Bidinosti, Christopher P. (Frontiers, 2023-07-06)Machine learning tasks often require a significant amount of training data for the resultant network to perform suitably for a given problem in any domain. In agriculture, dataset sizes are further limited by phenotypical ...