Lightweight deep learning for image inpainting

• Main Author: Wong, Nicholas Kar Onn
• Other Authors: Deepu Rajan
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2024
• Subjects: Computer and Information Science
• Online Access: https://hdl.handle.net/10356/174874
• Institution: Nanyang Technological University

This project aims to investigate how the performance of a lightweight image inpainting can be improved while dropping the use of the discriminator and adversarial loss that is very common in most inpainting models. In our project, we made use of a generator model that was adapted from a GAN and h...