Object Detection with Deep Learning Models e-bog
436,85 DKK
(inkl. moms 546,06 DKK)
Object Detection with Deep Learning Models discusses recent advances in object detection and recognition using deep learning methods, which have achieved great success in the field of computer vision and image processing. It provides a systematic and methodical overview of the latest developments in deep learning theory and its applications to computer vision, illustrating them using key topics...
E-bog
436,85 DKK
Forlag
Chapman and Hall/CRC
Udgivet
1 november 2022
Længde
266 sider
Genrer
Computer science
Sprog
English
Format
pdf
Beskyttelse
LCP
ISBN
9781000686746
Object Detection with Deep Learning Models discusses recent advances in object detection and recognition using deep learning methods, which have achieved great success in the field of computer vision and image processing. It provides a systematic and methodical overview of the latest developments in deep learning theory and its applications to computer vision, illustrating them using key topics, including object detection, face analysis, 3D object recognition, and image retrieval.The book offers a rich blend of theory and practice. It is suitable for students, researchers and practitioners interested in deep learning, computer vision and beyond and can also be used as a reference book. The comprehensive comparison of various deep-learning applications helps readers with a basic understanding of machine learning and calculus grasp the theories and inspires applications in other computer vision tasks.Features:A structured overview of deep learning in object detectionA diversified collection of applications of object detection using deep neural networksEmphasize agriculture and remote sensing domainsExclusive discussion on moving object detection