Instance LSeg - exploring instance level information from visual language model

Instance LSeg - exploring instance level information from visual language model

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...

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Bibliographic Details
Main Author: Lin, Zixing
Other Authors: Lin Guosheng
Format: Final Year Project (FYP)
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

Internet

https://hdl.handle.net/10356/171917

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