Machine Learning, Tutorial, Editors Pick, Image Segmentation, Medical Imaging.
optimally tune the model hyper-parameters for a new codebase, we begin with the existing U-net code base in [5] that uses binary semantic segmentation on retinal image data set [6] to modify the codebase for multi-class classification of retinal image pathology using the DIARETDB1 data set [7–8].