Digital makeup using machine learning algorithms

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 ca...

Full description

Saved in:
Bibliographic Details
Main Author: Wong, Zhen Yan
Other Authors: He Ying
Format: Final Year Project
Language:English
Published: Nanyang Technological University 2021
Subjects:
Online Access:https://hdl.handle.net/10356/153340
Tags: Add Tag
No Tags, Be the first to tag this record!
Institution: Nanyang Technological University
Language: English
Description
Summary: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.