Browsing School of Computing and IT (CP) by Author "Wanjau, Stephen K."
Now showing items 1-2 of 2
-
Empirical Evaluation of Adaptive Optimization on the Generalization Performance of Convolutional Neural Networks
Wanjau, Stephen K.; Wambugu, Geoffrey M; Oirere, Aaron M. (2021-10)Recently, deep learning based techniques have garnered significant interest and popularity in a variety of fields of research due to their effectiveness in search for an optimal solution given a finite amount of data. ... -
A Novel Hybrid Deep Learning Model for Early Detection of Diabetic Retinopathy
Wanjau, Stephen K.; Muketha, Geoffrey M. (, 2021)Diabetic retinopathy is one of the most frightening complications of diabetes mellitus affecting the working-age population worldwide leading to irreversible blindness if left untreated. A major challenge is early detection, ...