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PyTorch for Deep Learning and Computer Vision

You're reading from PyTorch for Deep Learning and Computer Vision Learn to build highly sophisticated deep learning and Computer Vision applications with PyTorch

Product type Video

Published in Apr 2019

Last Updated in May 2025

Publisher Packt

ISBN-13 9781838822804

Length 12hrs 32mins

Edition 1st Edition

Languages

Python

Tools

PyTorch

Concepts

Computer Vision

Authors (3):

Rayan Slim, Jad Slim

Amer Abdulkader

Sarmad Tanveer

View More author details

Table of Contents (14) Chapters

1. Introduction FREE CHAPTER

Introduction

2. Getting Started

3. Intro to Tensors – PyTorch

4. Linear Regression – PyTorch

5. Perceptrons – PyTorch

6. Deep Neural Networks – PyTorch

7. Image Recognition – PyTorch

8. Convolutional Neural Networks – PyTorch

9. CIFAR 10 Classification – PyTorch

10. Transfer Learning – PyTorch

11. Style Transfer – PyTorch

12. Appendix A - Python Crash Course

13. Appendix B - NumPy Crash Course

14. Appendix C - Softmax Explanation

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Authors (3)

Rayan Slim, Jad Slim

Rayan Slim, Jad Slim

Rayan Slim is a full-stack Software Developer based in Ottawa, Canada. He guides developers towards building Spring Boot applications that implement Enterprise Integration Patterns using the Apache Camel framework. His teaches developers how to deploy their applications on the Red Hat Openshift platform using the Kubernetes package manager Helm. He is experienced in setting up infrastructure monitoring tools to extract health metrics from cloud-native applications. Rayan loves to explore new technologies and is deeply passionate about Artificial Intelligence and Data Visualization. Jad Slim studied mechanical engineering at the University of Ottawa. He has an extensive experience in software development, cloud development, machine learning, computer vision, mathematical modeling, computer simulation, and intelligent systems. Jad has also developed many deep learning applications, and is currently pursuing an interest in autonomous machines and Full Stack Development. Rayan Slim and Jad Slim own a joint business in Canada.

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Amer Abdulkader

Amer Abdulkader

Amer is a full-time developer with a specialized interest in Artificial intelligence (AI). AI is now taking on more sophisticated roles that can truly amplify human capabilities. With a background in Mechanical Engineering and computer science, he has always looked for ways to use the power of AI to create practical solutions that revolutionize the way we live. He aims to make artificial intelligence more accessible to all students, no matter the skill level!

See other products by Amer Abdulkader

Sarmad Tanveer

Sarmad Tanveer

Sarmad has a deep passion for data science. He is a Mechanical Engineering graduate turned Data Scientist and had gained experience in the field while working on his very own startups. His main work focuses on creating predictive models using a combination of complex deep learning algorithms and sentiment analysis. He also has prior experience with deep learning fueled autonomous machines. In his spare time, he enjoys teaching courses and sharing his knowledge with all of you!

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