Digital makeup using machine learning algorithms

• Main Author: Wong, Zhen Yan
• Other Authors: He Ying
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2021
• Subjects: Engineering::Computer science and engineering
• Online Access: https://hdl.handle.net/10356/153340
• Institution: Nanyang Technological University

In this increasingly digitalised world, the use of social media has been on the rise. Users widely upload their portrait or self-portrait photographs on social media platforms to share with their closed ones, and many would tend to edit their photographs before sharing them. Such edits that users carry out are done using general purpose photo editing tools to apply filters or makeover applications to beautify their faces. In this project, a digital makeup algorithm will be developed using machine learning algorithms to allow users to digitally apply makeup to their portrait images. This aims to reduce the amount of time and effort needed for users to polish facial images. Additionally, this project will look into the different methods of colour transfer and the implementation details of the digital makeup algorithm.