Advanced Methods and Deep Learning in Computer Vision is popular PDF and ePub book, written by E. R. Davies in 2021-11-09, it is a fantastic choice for those who relish reading online the Computers genre. Let's immerse ourselves in this engaging Computers book by exploring the summary and details provided below. Remember, Advanced Methods and Deep Learning in Computer Vision can be Read Online from any device for your convenience.
Advanced Methods and Deep Learning in Computer Vision Book PDF Summary
Advanced Methods and Deep Learning in Computer Vision presents advanced computer vision methods, emphasizing machine and deep learning techniques that have emerged during the past 5–10 years. The book provides clear explanations of principles and algorithms supported with applications. Topics covered include machine learning, deep learning networks, generative adversarial networks, deep reinforcement learning, self-supervised learning, extraction of robust features, object detection, semantic segmentation, linguistic descriptions of images, visual search, visual tracking, 3D shape retrieval, image inpainting, novelty and anomaly detection. This book provides easy learning for researchers and practitioners of advanced computer vision methods, but it is also suitable as a textbook for a second course on computer vision and deep learning for advanced undergraduates and graduate students. Provides an important reference on deep learning and advanced computer methods that was created by leaders in the field Illustrates principles with modern, real-world applications Suitable for self-learning or as a text for graduate courses
Detail Book of Advanced Methods and Deep Learning in Computer Vision PDF
- Author : E. R. Davies
- Release : 09 November 2021
- Publisher : Academic Press
- ISBN : 9780128221495
- Genre : Computers
- Total Page : 584 pages
- Language : English
- PDF File Size : 7,9 Mb
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