Pedestrian attribute recognition

• Main Author: Liu, Yuan
• Other Authors: Lin Zhiping
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2020
• Subjects: Engineering::Electrical and electronic engineering::Computer hardware, software and systems; Engineering::Computer science and engineering::Computer applications::Computer-aided engineering
• Online Access: https://hdl.handle.net/10356/139139
• Institution: Nanyang Technological University

Pedestrian Attribute Recognition aims to develop a machine learning model to recognize person attributes including age, gender, clothing and accessories in a given person image. It is a challenging task due to high quality variance and inconsistent number of attributes in input image samples. Many m...