SWIN transformer for diabetic retinopathy detection

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...

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