Study of fine-tuning the pre-trained deep convolutional neural networks for image recognition

• Main Author: Nur Azila Azman
• Other Authors: Jiang Xudong
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2020
• Subjects: Engineering::Computer science and engineering::Computing methodologies::Image processing and computer vision; Engineering::Electrical and electronic engineering::Electronic systems
• Online Access: https://hdl.handle.net/10356/145298
• Institution: Nanyang Technological University

In this era, machine learning and deep learning has become very ubiquitous and dominant in our society and it is starting to ingrain itself in our day to day lives whether we realise it or not. From the emergence of smartphones, to smart TVs and smart watches, all the small everyday items have been...