Automated ML for Person Re-Identification by Hongyang Gu (.ePUB)+
File Size: 35.2 MB
Automated Machine Learning for Person Re-Identification (Intelligent Perception and Information Processing) by Hongyang Gu, Yao Ding, Xiaogang Yang, Ruitao Lu, Lei Pu, Siming Han
Requirements: .ePUB, .PDF reader, 35.2 MB | True PDF, True EPUB
Overview: 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. The primary value of this book for readers lies in its comprehensive overview of advanced AutoML strategies tailored for ReID, offering practical insights into developing more robust and accurate models. It provides a structured exploration of complex concepts, empowering researchers and practitioners to push the boundaries of their own work. This book is an essential resource for researchers, graduate students, and engineers in Computer Vision, Machine Learning, and Artificial Intelligence (AI), particularly those focused on person re-identification and automated Deep Learning.
Genre: Non-Fiction > Tech & Devices
Free Download links: