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Computer Vision Projects with PyTorch: Design and Develop Production-Grade Models book cover by Akshay Kulkarni, Adarsha Shivananda, Nitin Ranjan Sharma
Paperback

Computer Vision Projects with PyTorch: Design and Develop Production-Grade Models

by Akshay Kulkarni, Adarsha Shivananda and Nitin Ranjan Sharma

$45.49 / copy at 25+ copies As low as $40.29 at 1,000+Your best volume price

Paperback · 346 pages Apress · 2022

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About the book

Computer Vision Projects with PyTorch

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 Learn
  • Solve problems in computer vision with PyTorch.
  • Implement transfer learning and perform image classification, object detection, image segmentation, and other computer vision applications
  • Design and develop production-grade computer vision projects for real-world industry problems
  • Interpret computer vision models and solve business problems

Who This Book Is For

Data scientists and machine learning engineers interested in building computer vision projects and solving business problems


The book, Computer Vision Projects with PyTorch: Design and Develop Production-Grade Models [Bulk, Wholesale, Quantity] ISBN#9781484282724 in Paperback by Akshay Kulkarni, Adarsha Shivananda, Nitin Ranjan Sharma may be ordered in bulk quantities. Minimum starts at 25 copies. Availability based on publisher status and quantity being ordered.

Details

Publisher
Apress
Authors
Akshay Kulkarni, Adarsha Shivananda, Nitin Ranjan Sharma
Format
Paperback
Published
Jul 19, 2022
ISBN-13
9781484282724
Pages
346
Printing
Printed on demand
Buying for a group

Computer Vision Projects with PyTorch in bulk: pricing

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CopiesPrice per copyYou save
25 – 99 $45.49 30% off list
100 – 249 $44.19 32% off list
250 – 499 $42.89 34% off list
500 – 999 $41.59 36% off list
1,000+ $40.29 38% off list
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