Description: Title: Computer Vision Projects with Pytorch: Design and Develop Production-Grade Models Author: Kulkarni, Akshay Publisher: Apress Binding: Paperback Pages: 346 Dimensions: 9.21h x 6.14w x 0.75d Product Weight: 1.12 lbs. Language: English ISBN: 9781484282724 Design and develop end-to-end, production-grade computer vision projects for real-world industry problems. This book discusses computer vision algorithms and their applications using PyTorch.The book begins with the fundamentals of computer vision: convolutional neural nets, RESNET, YOLO, data augmentation, and other regularization techniques used in the industry. And then it gives you a quick overview of the PyTorch libraries used in the book. After that, it takes you through the implementation of image classification problems, object detection techniques, and transfer learning while training and running inference. The book covers image segmentation and an anomaly detection model. And it discusses the fundamentals of video processing for computer vision tasks putting images into videos. The book concludes with an explanation of the complete model building process for deep learning frameworks using optimized techniques with highlights on model AI explainability.After reading this book, you will be able to build your own computer vision projects using transfer learning and PyTorch. What You Will LearnSolve problems in computer vision with PyTorch.Implement transfer learning and perform image classification, object detection, image segmentation, and other computer vision applicationsDesign and develop production-grade computer vision projects for real-world industry problemsInterpret computer vision models and solve business problemsWho This Book Is ForData scientists and machine learning engineers interested in building computer vision projects and solving business problems Ships Fast From The USA! Authorized Dealer
Price: 59.99 USD
Location: Tennessee
End Time: 2024-11-10T04:19:56.000Z
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Book Title: Computer Vision Projects with Pytorch: Design and Develop Product
Number of Pages: Xvi, 346 Pages
Publication Name: Computer Vision Projects with Pytorch : Design and Develop Production-Grade Models
Language: English
Publisher: Apress L. P.
Publication Year: 2022
Subject: Probability & Statistics / General, Intelligence (Ai) & Semantics, Programming Languages / Python
Item Weight: 19.6 Oz
Type: Textbook
Author: Nitin Ranjan Sharma, Akshay Kulkarni, Adarsha Shivananda
Subject Area: Mathematics, Computers
Item Length: 9.3 in
Item Width: 6.1 in
Format: Trade Paperback
