Transfer learning through deep learning

• Main Author: Lee, Rhui Dih
• Other Authors: Pan Jialin, Sinno
• Format: Final Year Project
• Language: English
• Published: 2018
• Subjects: DRNTU::Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence
• Online Access: http://hdl.handle.net/10356/73957
• Institution: Nanyang Technological University

Deep learning method, convolutional neural network (CNN) outperforms conventional machine learning method in the famous 1000-class large scale image recognition challenge held in 2012. Since then, state-of-art CNN model is getting deeper and its capacity is getting larger. Multiple regularization te...