How Long to Read Practical Convolutional Neural Networks

How Long Does it Take to Read Practical Convolutional Neural Networks?

It takes the average reader 3 hours and 31 minutes to read Practical Convolutional Neural Networks by Mohit Sewak

Assuming a reading speed of 250 words per minute. Learn more

Description

One stop guide to implementing award-winning, and cutting-edge CNN architectures Key Features Fast-paced guide with use cases and real-world examples to get well versed with CNN techniques Implement CNN models on image classification, transfer learning, Object Detection, Instance Segmentation, GANs and more Implement powerful use-cases like image captioning, reinforcement learning for hard attention, and recurrent attention models Book Description Convolutional Neural Network (CNN) is revolutionizing several application domains such as visual recognition systems, self-driving cars, medical discoveries, innovative eCommerce and more.You will learn to create innovative solutions around image and video analytics to solve complex machine learning and computer vision related problems and implement real-life CNN models. This book starts with an overview of deep neural networkswith the example of image classification and walks you through building your first CNN for human face detector. We will learn to use concepts like transfer learning with CNN, and Auto-Encoders to build very powerful models, even when not much of supervised training data of labeled images is available. Later we build upon the learning achieved to build advanced vision related algorithms for object detection, instance segmentation, generative adversarial networks, image captioning, attention mechanisms for vision, and recurrent models for vision. By the end of this book, you should be ready to implement advanced, effective and efficient CNN models at your professional project or personal initiatives by working on complex image and video datasets. What you will learn From CNN basic building blocks to advanced concepts understand practical areas they can be applied to Build an image classifier CNN model to understand how different components interact with each other, and then learn how to optimize it Learn different algorithms that can be applied to Object Detection, and Instance Segmentation Learn advanced concepts like attention mechanisms for CNN to improve prediction accuracy Understand transfer learning and implement award-winning CNN architectures like AlexNet, VGG, GoogLeNet, ResNet and more Understand the working of generative adversarial networks and how it can create new, unseen images Who this book is for This book is for data scientists, machine learning and deep learning practitioners, Cognitive and Artificial Intelligence enthusiasts who want to move one step further in building Convolutional Neural Networks. Get hands-on experience with extreme datasets and different CNN architectures to build efficient and smart ConvNet models. Basic knowledge of deep learning concepts and Python programming language is expected.

How long is Practical Convolutional Neural Networks?

Practical Convolutional Neural Networks by Mohit Sewak is 211 pages long, and a total of 52,961 words.

This makes it 71% the length of the average book. It also has 65% more words than the average book.

How Long Does it Take to Read Practical Convolutional Neural Networks Aloud?

The average oral reading speed is 183 words per minute. This means it takes 4 hours and 49 minutes to read Practical Convolutional Neural Networks aloud.

What Reading Level is Practical Convolutional Neural Networks?

Practical Convolutional Neural Networks is suitable for students ages 12 and up.

Note that there may be other factors that effect this rating besides length that are not factored in on this page. This may include things like complex language or sensitive topics not suitable for students of certain ages.

When deciding what to show young students always use your best judgement and consult a professional.

Where Can I Buy Practical Convolutional Neural Networks?

Practical Convolutional Neural Networks by Mohit Sewak is sold by several retailers and bookshops. However, Read Time works with Amazon to provide an easier way to purchase books.

To buy Practical Convolutional Neural Networks by Mohit Sewak on Amazon click the button below.