How Long to Read A Guide to Convolutional Neural Networks for Computer Vision

How Long Does it Take to Read A Guide to Convolutional Neural Networks for Computer Vision?

It takes the average reader 3 hours and 12 minutes to read A Guide to Convolutional Neural Networks for Computer Vision by Salman Khan

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

Description

Computer vision has become increasingly important and effective in recent years due to its wide-ranging applications in areas as diverse as smart surveillance and monitoring, health and medicine, sports and recreation, robotics, drones, and self-driving cars. Visual recognition tasks, such as image classification, localization, and detection, are the core building blocks of many of these applications, and recent developments in Convolutional Neural Networks (CNNs) have led to outstanding performance in these state-of-the-art visual recognition tasks and systems. As a result, CNNs now form the crux of deep learning algorithms in computer vision. This self-contained guide will benefit those who seek to both understand the theory behind CNNs and to gain hands-on experience on the application of CNNs in computer vision. It provides a comprehensive introduction to CNNs starting with the essential concepts behind neural networks: training, regularization, and optimization of CNNs. The book also discusses a wide range of loss functions, network layers, and popular CNN architectures, reviews the different techniques for the evaluation of CNNs, and presents some popular CNN tools and libraries that are commonly used in computer vision. Further, this text describes and discusses case studies that are related to the application of CNN in computer vision, including image classification, object detection, semantic segmentation, scene understanding, and image generation. This book is ideal for undergraduate and graduate students, as no prior background knowledge in the field is required to follow the material, as well as new researchers, developers, engineers, and practitioners who are interested in gaining a quick understanding of CNN models.

How long is A Guide to Convolutional Neural Networks for Computer Vision?

A Guide to Convolutional Neural Networks for Computer Vision by Salman Khan is 187 pages long, and a total of 48,059 words.

This makes it 63% the length of the average book. It also has 59% more words than the average book.

How Long Does it Take to Read A Guide to Convolutional Neural Networks for Computer Vision Aloud?

The average oral reading speed is 183 words per minute. This means it takes 4 hours and 22 minutes to read A Guide to Convolutional Neural Networks for Computer Vision aloud.

What Reading Level is A Guide to Convolutional Neural Networks for Computer Vision?

A Guide to Convolutional Neural Networks for Computer Vision is suitable for students ages 10 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 A Guide to Convolutional Neural Networks for Computer Vision?

A Guide to Convolutional Neural Networks for Computer Vision by Salman Khan is sold by several retailers and bookshops. However, Read Time works with Amazon to provide an easier way to purchase books.

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