Fast convolutional neural network for image classification

• Main Author: Jeon, Young Seok
• Other Authors: Chan Chok You, John
• Format: Final Year Project
• Language: English
• Published: 2017
• Subjects: DRNTU::Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence; DRNTU::Engineering::Computer science and engineering::Computing methodologies::Image processing and computer vision; DRNTU::Science::Mathematics::Applied mathematics::Optimization
• Online Access: http://hdl.handle.net/10356/72105
• Institution: Nanyang Technological University

Convolutional Neural Network(CNN) has proven its excellence in various classification tasks over the recent years. However, the major drawback of deep CNN was its days of computation time to train on large dataset with thousands of classes. The main cause for this slow computation is m...