Development of machine learning techniques for detecting ophthalmologic conditions

• Main Author: Mak, Abel Chun Hou
• Other Authors: Ng Beng Koon
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2022
• Subjects: Engineering::Electrical and electronic engineering
• Online Access: https://hdl.handle.net/10356/157430
• Institution: Nanyang Technological University

With the advancement of deep learning, transfer learning has gained traction as a method for applications to medical imaging. Ophthalmology is a field that has potential to benefit from transfer learning. This project aims to apply transfer learning on Convolutional Neural Network (CNN) model...