Enhancing image segmentation with point prompt augmentation

• Main Author: Pai, Hrishikesh Harish
• Other Authors: Lin Guosheng
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2024
• Subjects: Computer and Information Science; Segmentation; Augmentation
• Online Access: https://hdl.handle.net/10356/181188
• Institution: Nanyang Technological University

This project aims to make use of point prompt augmentation techniques to enhance and improve the image segmentation performance of the Segment Anything Model 2 (SAM2). Using SAMAug as a framework for point augmentation strategies, different point generation methods were used when training on the Vec...