Deep Learning for Computer Vision

Train and deploy Deep Learning models for real-world Computer Vision problems
Preview in Mapt
Code Files

Deep Learning for Computer Vision

Rajalingappa shanmugamani

Train and deploy Deep Learning models for real-world Computer Vision problems
This title is available to pre-order now and is expected to be published in
Mapt Subscription
FREE
$29.99/m after trial
eBook
$28.00
RRP $39.99
Save 29%
Print + eBook
$49.99
RRP $49.99
What do I get with a Mapt Pro subscription?
  • Unlimited access to all Packt’s 5,000+ eBooks and Videos
  • Early Access content, Progress Tracking, and Assessments
  • 1 Free eBook or Video to download and keep every month after trial
What do I get with an eBook?
  • Download this book in EPUB, PDF, MOBI formats
  • DRM FREE - read and interact with your content when you want, where you want, and how you want
  • Access this title in the Mapt reader
What do I get with Print & eBook?
  • Get a paperback copy of the book delivered to you
  • Download this book in EPUB, PDF, MOBI formats
  • DRM FREE - read and interact with your content when you want, where you want, and how you want
  • Access this title in the Mapt reader
What do I get with a Video?
  • Download this Video course in MP4 format
  • DRM FREE - read and interact with your content when you want, where you want, and how you want
  • Access this title in the Mapt reader
$0.00
$28.00
$49.99
$29.99 p/m after trial
RRP $39.99
RRP $49.99
Subscription
eBook
Print + eBook
Start 14 Day Trial

Frequently bought together


Deep Learning for Computer Vision Book Cover
Deep Learning for Computer Vision
$ 39.99
$ 28.00
Deep Learning By Example Book Cover
Deep Learning By Example
$ 39.99
$ 28.00
Buy 2 for $35.00
Save $44.98
Add to Cart

Book Details

ISBN 139781788295628
Paperback370 pages

Book Description

This book will not teach you what you already know – it directly jumps on to readying the environment required to train efficient deep learning models for a plethora of computer vision tasks such as object recognition, image classification and feature detection. In the process, you will leverage the power of Python, popular Deep Learning frameworks such as Keras and Tensorflow. You will implement the common architectures of deep learning such as convolutional neural networks, recurrent neural networks to work on your image data, with this book.

By the end of the book, you will be confident to develop and train your own deep learning models and use them to solve your Computer Vision problems.

Table of Contents

What You Will Learn

  • Setup up the environment for keras and tensorflow
  • Train a pet classification problem while training the first deep learning model
  • Use a pre-trained model for image retrieval problem by understanding the deeper layers of a model
  • Learn about the solutions available of object detection and train a pedestrian detection to understand the nuances
  • Learn about losses for similarity learning and a train a model for face recognition
  • Train a model that can caption images by training image along with text
  • Advance the knowledge by learning Generative Adversarial Networks and train a model that can generate images
  • Explore video classification problem and relate video to images
  • Learn how to deploy the trained models across platforms

Authors

Table of Contents

Book Details

ISBN 139781788295628
Paperback370 pages
Read More

Read More Reviews

Recommended for You

Deep Learning By Example Book Cover
Deep Learning By Example
$ 39.99
$ 28.00
Statistics for Machine Learning Book Cover
Statistics for Machine Learning
$ 39.99
$ 28.00
Mastering Machine Learning with scikit-learn - Second Edition Book Cover
Mastering Machine Learning with scikit-learn - Second Edition
$ 35.99
$ 25.20
Ensemble Machine Learning Book Cover
Ensemble Machine Learning
$ 39.99
$ 28.00
TensorFlow 1.x Deep Learning Cookbook Book Cover
TensorFlow 1.x Deep Learning Cookbook
$ 35.99
$ 25.20
Advanced Computer Vision with TensorFlow [Video] Book Cover
Advanced Computer Vision with TensorFlow [Video]
$ 124.99
$ 106.25