Browsing by Subject "Machine learning"

Now showing items 1-2 of 2

    • Cubical homology-based Image Classification - A Comparative Study 

      Choe, Seungho (University of WinnipegUniversity of Winnipeg, 2021-12-23)
      Persistent homology is a powerful tool in topological data analysis (TDA) to compute, study and encode efficiently multi-scale topological features and is being increasingly used in digital image classification. The ...

    • 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 ...