Kulkarni, Akshay
Computer Vision Projects with PyTorch: Design and Develop Production-Grade Models
- ISBN 13:
- 9781484282724
- author:
- Kulkarni, Akshay
- format:
- Paperback / softback
- publisher:
- APress
- language:
- English
- Publication Year:
- 2022
- Pages:
- 346
- Dimensions:
- 23.5 x 15.5 centimetres (0.56 kg
- Genre:
- Computers, Programming, Python,
- Condition:
- New
- Availability:
- Item usually sent within 20 working days
Description
Design and develop end-to-end, production-grade computer vision projects for real-world industry problems using PyTorch. This book covers the fundamentals of computer vision, including convolutional neural nets, RESNET, YOLO, data augmentation, and regularization techniques used in the industry. You'll learn how to implement image classification, object detection, image segmentation, and other computer vision applications using transfer learning and PyTorch. The book also explores video processing for computer vision tasks and provides a complete model building process for deep learning frameworks. By reading this book, you'll be able to build your own computer vision projects and solve business problems with confidence.
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