Book Image

PyTorch for Deep Learning and Computer Vision [Video]

By : Amer Abdulkader, 10509213 Canada Inc., Sarmad Tanveer
Book Image

PyTorch for Deep Learning and Computer Vision [Video]

By: Amer Abdulkader, 10509213 Canada Inc., Sarmad Tanveer

Overview of this book

PyTorch has rapidly become one of the most transformative frameworks in the field of deep learning. Since its release, PyTorch has completely changed the landscape of the deep learning domain with its flexibility and has made building deep learning models easier. The development world offers some of the highest paying jobs in deep learning. In this exciting course, instructor Rayan Slim will help you learn and master deep learning with PyTorch. Having taught over 44,000 students, Rayan is a highly rated and experienced instructor who has followed a learning-by-doing style to create this course. You'll go from a beginner to deep learning expert with your instructor completing each step of the task with you. By the end of this course, you will have built state-of-the-art deep learning and Computer Vision applications with PyTorch. The projects built in this course will impress even the most senior developers and ensure you have hands-on skills that you can bring to any project or organization. All the code and supporting files for this course are available at https://github.com/PacktPublishing/PyTorch-for-Deep-Learning-and-Computer-Vision
Table of Contents (14 chapters)
Free Chapter
1
Introduction
10
Transfer Learning – PyTorch
14
Appendix C - Softmax Explanation
Chapter 9
CIFAR 10 Classification – PyTorch
Content Locked
Section 1
The CIFAR 10 Dataset
CIFAR 10 Classification – PyTorch: The CIFAR 10 Dataset