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Foundations of Computer Vision free ebook download

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Computer Science

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Catalogue

Author(s):	Antonio Torralba, Phillip Isola, William T. Freeman

Date:	2024	Format:	EPUB	Language:	English	ISBN/ASIN:	0262048973
Pages:	1	OCR:		Quality:		ISBN13:	9780262048972
Uploader:	tarantoga	Upload Date:	4/28/2024 5:14:46 PM

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0262048973 EPUB
 An accessible, authoritative, and up-to-date computer vision textbook offering a comprehensive introduction to the foundations of the field that incorporates the latest deep learning advances.

Machine learning has revolutionized computer vision, but the methods of today have deep roots in the history of the field. Providing a much-needed modern treatment, this accessible and up-to-date textbook comprehensively introduces the foundations of computer vision while incorporating the latest deep learning advances. Taking a holistic approach that goes beyond machine learning, it addresses fundamental issues in the task of vision and the relationship of machine vision to human perception. Foundations of Computer Vision covers topics not standard in other texts, including transformers, diffusion models, statistical image models, issues of fairness and ethics, and the research process. To emphasize intuitive learning, concepts are presented in short, lucid chapters alongside extensive illustrations, questions, and examples. Written by leaders in the field and honed by a decade of classroom experience, this engaging and highly teachable book offers an essential next-generation view of computer vision.

Up-to-date treatment integrates classic computer vision and deep learning
Accessible approach emphasizes fundamentals and assumes little background knowledge
Student-friendly presentation features extensive examples and images
Proven in the classroom
Instructor resources include slides, solutions, and source code

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	Title	Link	Password	Size (MB)	Thank to	Inform Admin
3257178	Download	https://nitroflare.com/view/4DFBC0A2A0A0...		79.00	tarantoga

Tags: Computer Foundations Vision

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Foundations of Computer Vision free ebook download

Category: Computer Science

Description: Click to see full description

Category:
Computer Science