Grounding referring expression in computer vision

• Main Author: Yuen, Shaun Chien Wee
• Other Authors: Hanwang Zhang
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2024
• Subjects: Computer and Information Science; Computer vision; Grounding; Artificial intelligence
• Online Access: https://hdl.handle.net/10356/174979
• Institution: Nanyang Technological University

This project studies the integration of language and vision in computer vision, focusing on Grounding Referring Expressions utilising the state-of-the-art GroundingDINO model. We address the topic of object identification and segmentation, emphasising zero-shot models’ ability to recognise items...