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Advanced Computer Vision Projects

Video Description

Gain a working knowledge of advanced machine learning

About This Video

  • Write concise Python scripts to generate captions from images
  • Develop an application that estimates human poses from 2D images
  • See deep learning methods that can be applied to a wide variety of problems in computer vision

In Detail

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