Advanced Computer Vision Projects [Video]

Advanced Computer Vision Projects [Video]

Matthew Rever
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Gain a working knowledge of advanced machine learning
Video
€10.36
RRP €128.38
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Video Description

Python’s wealth of powerful packages along with its clear syntax make state-of-the art computer vision and machine learning accessible to developers with a variety of backgrounds. This video course will equip you with the tools and skills to utilize the latest and greatest algorithms in computer vision, making applications that weren’t possible until recent years.

In this course, you’ll continue to use TensorFlow and extend it to generate full captions from images. Later, you’ll see how to read text from license plates from real-world images using Google’s Tesseract Software. Finally, you’ll see how to track human body poses using “DeeperCut” within TensorFlow.

At the end of this course, you’ll develop an application that can estimate human poses within images and will be able to take on the world with best practices in computer vision with machine learning.

The code bundle for this video course is available at - https://github.com/PacktPublishing/Advanced-Computer-Vision-Projects

Style and Approach

A project-based approach that will enable you to rapidly deploy advanced machine learning computer vision solutions in your work.

Video Preview

What You Will Learn

  • Apply LSTMs to automated image captioning
  • Know how to read text from real-world images
  • See how to extract human pose data from images
  • Understand the TensorFlow workflow model

Authors

Video Details

ISBN 139781788620772
Course Length1 hour 36 minutes
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