Visualizing interpretations of deep neural networks

• Main Author: Ta, Quynh Nga
• Other Authors: Li Boyang
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2023
• Subjects: Engineering::Computer science and engineering
• Online Access: https://hdl.handle.net/10356/166663
• Institution: Nanyang Technological University

The evolution of Convolutional Neural Networks and new approaches like Vision Transformers has led to better performance in computer vision. However, deep neural networks lack transparency and interpretability, leading to consequences in critical applications. Visualizing deep neural network interpr...