Deep learning architectures for object detection with applications to MRI scans

• Main Author: Ng, Tze Yang
• Other Authors: Jagath C. Rajapakse
• Format: Final Year Project
• Language: English
• Published: 2019
• Subjects: DRNTU::Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence
• Online Access: http://hdl.handle.net/10356/76551
• Institution: Nanyang Technological University

This report presents the results detailing the effectiveness of the Single Shot Multibox Detector (SSD) [4] in detecting brain tumor objects from T1 weighted MRI scans. The report will first detail an extensive literature review of four different architectures that utilize Convolutional Neural Netwo...