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Computer Vision Theory and Projects in Python for Beginners
Computer Vision Theory and Projects in Python for Beginners

Computer Vision Theory and Projects in Python for Beginners: Become an ace of Computer Vision and build Computer Vision for apps using Python, OpenCV, TensorFlow, and others

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€17.99
Video Sep 2021 26hrs 49mins 1st Edition
Video
€17.99
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Free Trial
Renews at €18.99p/m
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Profile Icon AI Sciences
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€17.99
Video Sep 2021 26hrs 49mins 1st Edition
Video
€17.99
Subscription
Free Trial
Renews at €18.99p/m
Video
€17.99
Subscription
Free Trial
Renews at €18.99p/m

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Key benefits

  • Relate the concepts and theories in Computer Vision with real-world problems
  • Know the theoretical and practical aspects of Computer Vision concepts
  • Build applications for change detection in the live feed of cameras using Computer Vision techniques with Python

Description

The high-quality content of the Mastering Computer Vision from the Absolute Beginning Using Python course presents you with a great opportunity to learn and become an expert. You will learn the core concepts of the CV field. This course will also help you understand the digital imaging process and identify the key application areas of CV. The course is easy to understand, descriptive, comprehensive, practical with live coding, and rich with state-of-the-art and updated knowledge of this field. Although this course is a compilation of all the basic concepts of CV, you are encouraged to step up and experience more than what you learn. Your understanding of every concept is tested at the end of each section. The homework assignments/tasks/activities/quizzes along with solutions will assess your learning. Several of these activities are focused on coding so that you are ready to run with implementations. The two hands-on projects in the last section—Change Detection in CCTV Cameras (Real-Time) and Smart DVRs (Real-Time)—make up the most important learning element of this course. They will help you sharpen your practical skills. Successful completion of these two projects will help you enrich your portfolio and kick-start your career in the CV field. By the end of the course, you will have a strong understanding of Computer Vision concepts and will be ready to apply them in your future projects. Code bundles are available here: https://github.com/PacktPublishing/Computer-Vision-Theory-and-Projects-in-Python-for-Beginners

Who is this book for?

This course is useful for data scientists, machine learning experts, and learners who are absolute beginners and know nothing about Computer Vision, and for people who want to learn Computer Vision with real data along with its implementation in realistic projects.

What you will learn

  • Learn the concept of colored and black and white images with practice
  • Know the theory and implementation of panoramic images
  • Learn image filtering with implementation in Python
  • Implement any project from scratch that requires Computer Vision knowledge
  • Apply edge detection, shape detection, and corner detection
  • Develop a project to make a very intelligent and efficient DVR using Python

Product Details

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Publication date, Length, Edition, Language, ISBN-13
Publication date : Sep 23, 2021
Length: 26hrs 49mins
Edition : 1st
Language : English
ISBN-13 : 9781801815949
Category :
Languages :
Tools :

What do you get with a video?

Product feature icon Download this video in MP4 format
Product feature icon Access this title in our online reader with advanced features
Product feature icon DRM FREE - Read whenever, wherever and however you want

Product Details

Publication date : Sep 23, 2021
Length: 26hrs 49mins
Edition : 1st
Language : English
ISBN-13 : 9781801815949
Category :
Languages :
Tools :

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Frequently bought together


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Table of Contents

18 Chapters
Introduction to Course and Instructor Chevron down icon Chevron up icon
Introduction to Images Chevron down icon Chevron up icon
2D Scaling Transformations Chevron down icon Chevron up icon
2D Geometric Transformations Chevron down icon Chevron up icon
Geometric Transformation Estimation (Panorama) Chevron down icon Chevron up icon
Binary Morphology Chevron down icon Chevron up icon
Image Filtering Chevron down icon Chevron up icon
Canny Edge Detector Chevron down icon Chevron up icon
Shape Detection Chevron down icon Chevron up icon
Shape Detection Hough Transform Chevron down icon Chevron up icon
Corner Detection Chevron down icon Chevron up icon
Automatic Panorama SIFT Chevron down icon Chevron up icon
Object Detection Chevron down icon Chevron up icon
YOLO Object Detector Chevron down icon Chevron up icon
Motion Chevron down icon Chevron up icon
Object Tracking Chevron down icon Chevron up icon
3D Reconstruction Chevron down icon Chevron up icon
Smart CCTV Project Chevron down icon Chevron up icon
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