Daniel Voigt Godoy

Deep Learning with PyTorch Step-by-Step: A Beginner's Guide - Volume II: Computer Vision (eBook, ePUB)

• Format: ePub

Produktbeschreibung

Revised for PyTorch 2.x!

Why this book?

Are you looking for a book where you can learn about deep learning and PyTorch without having to spend hours deciphering cryptic text and code? A technical book that's also easy and enjoyable to read?

This is it!

How is this book different?

• First, this book presents an easy-to-follow, structured, incremental, and from-first-principles approach to learning PyTorch.
• Second, this is a rather informal book: It is written as if you, the reader, were having a conversation with Daniel, the author.
• His job is to make you understand the topic well, so he avoids fancy mathematical notation as much as possible and spells everything out in plain English.

What will I learn?

In this second volume of the series, you'll be introduced to deeper models and activation functions, convolutional neural networks, initialization schemes, learning rate schedulers, transfer learning, and more.

By the time you finish this book, you'll have a thorough understanding of the concepts and tools necessary to start developing, training, and fine-tuning computer-vision models using PyTorch.

If your goal is to learn about deep learning models for computer vision, and you're already comfortable training simple models in PyTorch, the second volume is the right one for you.

What's Inside

• Deep models, activation functions, and feature spaces
• Torchvision, datasets, models, and transforms
• Convolutional neural networks, dropout, and learning rate schedulers
• Transfer learning and fine-tuning popular models (ResNet, Inception, etc.)

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Produktdetails

• Verlag: Daniel Voigt Godoy
• Erscheinungstermin: 18. Februar 2025
• Englisch
• ISBN-13: 9798230653059
• Artikelnr.: 73366599

Autorenporträt

Daniel Voigt Godoy is a husband, a brother, and a son. In the last 25 years, he had many jobs developer, data scientist, teacher, writer but he's none of them. He is an avid learner and he has a curious and restless mind.

At age 46, he was finally able to switch gears. It took him several years and lots and lots of questions to figure out what was the right path for him. Now, he's finally at peace and happy with who he is while living his life the best he can.