Automated Machine Learning for Person Re-Identification

This book delves into the cutting-edge field of person re-identification (ReID), a critical area within deep learning and computer vision. Addressing key challenges in current ReID models, it presents novel research combining automated machine learning (AutoML) techniques across three core aspects: data augmentation, network architecture, and loss functions.

Readers will discover five innovative methods designed to overcome specific limitations in existing ReID systems. These include autom...