Instance LSeg - exploring instance level information from visual language model

• Main Author: Lin, Zixing
• Other Authors: Lin Guosheng
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2023
• Subjects: Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence; Engineering::Computer science and engineering::Computing methodologies::Image processing and computer vision
• Online Access: https://hdl.handle.net/10356/171917
• Institution: Nanyang Technological University

This final year project explores the potential of using large-scale pretrained visual language models in instance-level zero-shot computer vision tasks. Specifically, we propose Instance LSeg - a novel approach to extend the zero-shot semantic segmentation method LSeg to perform language guided...