Browsing by Author "Jepkoech, Jennifer"

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    • A Backward Regressed Capsule Neural Network for Plant Leaf Disease Detection 

      Jepkoech, Jennifer; Kenduiywo, Benson Kipkemboi; Mugo, David Muchangi; Tool, Edna Chebet (Science Publications, 2022)
      This study investigated the introduction of backward regression coupled with DenseNet features in a Capsule Neural Network(CapsNet) for plant leaf disease classification. Plant diseases are considered done of the main ...

    • The Effect of Adaptive Learning Rate on the Accuracy of Neural Networks 

      Jepkoech, Jennifer; Mugo, David Muchangi; Kenduiywo, Benson K.; Too, Edna Chebet ((IJACSA) International Journal of Advanced Computer Science and Applications, 2021)
      Learning rates in gradient descent algorithms have significant effects especially on the accuracy of a Capsule Neural Network (CNN). Choosing an appropriate learning rate is still an issue to date. Many developers still ...