Transformers for computer vision

• Main Author: Deng, Yaojun
• Other Authors: Wang Lipo
• Format: Thesis-Master by Coursework
• Language: English
• Published: Nanyang Technological University 2022
• Subjects: Engineering::Computer science and engineering::Computing methodologies::Image processing and computer vision
• Online Access: https://hdl.handle.net/10356/154659
• Institution: Nanyang Technological University

Transformer models were initially introduced on natural language tasks based on the self-attention mechanism. They require minimal inductive biases on design and can be applied as individual processing layers in network design in network design. In recent years, transformer models are applied to pop...