Browsing School of Computing and IT (JA) by Author "Kamiri, Jackson"
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A Comparative Study of Deep Learning and Transfer Learning in Detection of Diabetic Retinopathy
Kamiri, Jackson; Wambugu, Geoffrey M.; Oirere, Aaron M. (2022)Computer vision has gained momentum in medical imaging tasks. Deep learning and Transfer learning are some of the approaches used in computer vision. The aim of this research was to do a comparative study of deep learning ... -
A Systematic Literature Review of Meta-Learning Models for Classification Tasks
Kamiri, Jackson; Wambugu, Geoffrey M; Oirere, Aaron (International Journal of Computer Applications Technology and Research Volume 11–Issue 03, 56-65, 2022): Meta-learning is a field of learning that aims at addressing the challenges of conventional machine learning approaches such as learning from scratch for every new task. The main aim of this study was to do a systematic ...