Assessing the utility of synthetic images for computer vision tasks

• Main Author: Lim, Wei Chuan
• Other Authors: Teoh Eam Khwang
• Format: Final Year Project
• Language: English
• Published: 2016
• Subjects: DRNTU::Engineering
• Online Access: http://hdl.handle.net/10356/67487
• Institution: Nanyang Technological University

In computer vision, machine learning requires huge amount of training data in order to achieve a better accuracy in object recognition. However, collecting real images that covers all kinds of intra-category variations is both tedious and time-consuming. Hence, 3D CAD models is used to overcome the...