Evaluations of learning algorithms for object detection

• Main Author: Yang, Zishuo
• Other Authors: Cheah Chien Chern
• Format: Thesis-Master by Coursework
• Language: English
• Published: Nanyang Technological University 2023
• Subjects: Engineering::Computer science and engineering::Computing methodologies::Image processing and computer vision
• Online Access: https://hdl.handle.net/10356/164250
• Institution: Nanyang Technological University

Recently, layer-wise learning has been well developed into an alternative training schema of neural networks, aiming to bypass drawbacks brought by traditional backpropagation (BP) learning. A newly error-based forward layer-wise learning method, which is so-called forward progressive learning (FPL)...