Enhancing image segmentation with point prompt augmentation

• 主要作者: Pai, Hrishikesh Harish
• 其他作者: Lin Guosheng
• 格式: Final Year Project
• 語言: English
• 出版: Nanyang Technological University 2024
• 主題: Computer and Information Science; Segmentation; Augmentation
• 在線閱讀: https://hdl.handle.net/10356/181188
• 機構: 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...