SWIN transformer for diabetic retinopathy detection

• Main Author: Ang, Elroy Wei Yong
• Other Authors: Jagath C Rajapakse
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2023
• Subjects: Engineering::Computer science and engineering
• Online Access: https://hdl.handle.net/10356/165923
• Institution: Nanyang Technological University

In the field of Machine Learning, Convolutional Neural Networks (CNNs) have been dominant in executing image classification tasks. Transformer models were first introduced in 2017 for Natural Language Processing tasks, where further development led to the introduction of Vision Transformers (ViTs) f...