Master Computer Vision OpenCV3 in Python and Machine Learning [Video]

Master Computer Vision OpenCV3 in Python and Machine Learning [Video]

Rajeev Ratan

Learn Computer Vision concepts by building 12 projects, including handwriting recognition, face filters, and car and people detection!
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Video Details

ISBN 13 9781789616521
Course Length 6 hours 14 minutes

Table of Contents

BONUS - Computation Photography

Video Description

Computer vision applications and technology are exploding right now, with several apps and industries making amazing use of the technology—ranging from up-and-coming apps such as MSQRD, and PRISMA to billion-dollar apps such as Pokémon GO and Snapchat! Even Facebook, Google, Microsoft, Apple, Amazon, and Tesla are all heavily utilizing computer vision for face and object recognition, image searching, and especially in self-driving cars! As a result, the demand for computer vision expertise is growing exponentially! However, learning computer vision is hard! Existing online tutorials, textbooks, and free MOOCs are often outdated, using older and incompatible libraries, or are too theoretical, making the subject difficult to understand.

This was the author's problem when learning Computer Vision and it became incredibly frustrating. Even simply running example code found online proved difficult as libraries and functions were often outdated. The author created this course to teach you all the key concepts without the heavy mathematical theory—all the while using the most up-to-date methods. At the end of the course, you will be able to build 12 awesome Computer Vision apps using OpenCV (the best supported open-source computer vision library that exists today!) in Python. Using it in Python is just fantastic as Python allows us to focus on the problem at hand without getting bogged down in complex code. If you're an academic or college student but want to learn more, the author still points you in the right direction by linking the research papers for techniques used. So if you want to get an excellent foundation in Computer Vision, look no further. This is the course for you!

The code bundle for this video course is available at https://github.com/PacktPublishing/Master-Computer-Vision-OpenCV3-in-Python-and-Machine-Learning

Style and Approach

Learn Computer Vision using OpenCV in Python, using the latest 2018 concepts, and implement 12 awesome projects! In this course, you will discover the power of OpenCV in Python, and obtain the skills to dramatically increase your career prospects as a Computer Vision developer.

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What You Will Learn

  • How to build complex Computer Vision applications using the latest techniques in OpenCV
  • Use Machine Learning and Augmented Reality in Computer Vision
  • Face detection and recognition (face swapping and filters!)
  • Object detection, tracking, and motion analysis
  • Handwriting recognition
  • Programming skills such as basic Python and NumPy
  • Understand how to use computer vision when executing cool startup ideas

Authors

Table of Contents

BONUS - Computation Photography

Video Details

ISBN 139781789616521
Course Length6 hours 14 minutes
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