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Learning OpenCV 5 Computer Vision with Python Fourth Edition

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opencv computer vision python course helps learners boost efficiency with expert techniques. Gain competitive edge with this comprehensive training.

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Additional information

Additional information

Authors

Joseph Howse Joe Minichino

Publisher

PacktPub

Published On

2024

Language

English

Format

epub

Size (MB)

34.73 MB

Rating

⭐️⭐️⭐️⭐️⭐️ 4.55

Description

Learning OpenCV 5 Computer Vision with Python Fourth Edition

 

OpenCV 5 Computer Vision with Python Fourth Edition is your ultimate guide to mastering the latest computer vision techniques using Python. This comprehensive course empowers learners to build intelligent visual applications, analyze real-world images, and implement deep learning models for image recognition, detection, and tracking — all using OpenCV 5.


Course Description

In today’s AI-driven world, computer vision plays a crucial role across industries such as robotics, autonomous driving, healthcare, and security systems. This course introduces you to the latest version, OpenCV 5, and helps you harness its power with Python. You’ll gain hands-on experience with image processing, object detection, face recognition, and neural network integration using TensorFlow and PyTorch.

Through practical exercises and real-world projects, you’ll learn how to design efficient computer vision pipelines. Moreover, you’ll explore how to preprocess data, apply deep learning algorithms, and visualize outputs for intelligent decision-making. With clear examples and guided steps, this course ensures that both beginners and intermediate learners can follow along easily.

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What You’ll Learn

  • Core OpenCV 5 features for image and video processing
  • Building object detection and facial recognition systems
  • Integrating deep learning frameworks (TensorFlow & PyTorch)
  • Image segmentation, contour detection, and edge analysis
  • Developing real-time vision applications using Python

Requirements

  • Basic understanding of Python programming
  • Familiarity with NumPy and Matplotlib
  • No prior computer vision experience required

Learning Outcomes

By the end of this course, you’ll be able to design, develop, and deploy advanced vision-based systems. You’ll also be capable of automating visual tasks and creating AI-driven tools to recognize patterns, classify images, and analyze motion — essential skills in data science and AI engineering.


About the Publication

This course is based on the acclaimed book Learning OpenCV 5 Computer Vision with Python, Fourth Edition. Authored by expert practitioners in computer vision and AI, it provides structured insights and exercises aligned with real-world applications, ensuring you gain practical, job-ready skills.


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Why Choose This Course?

Unlike most tutorials, this course doesn’t just show you how OpenCV works — it guides you through designing complete vision-based systems ready for deployment. Every section builds on the last, providing a smooth learning curve and practical outcomes. Transitioning from image basics to AI-driven automation, you’ll gain knowledge applicable to research, robotics, and real-world business problems.

Start learning today and bring your computer vision ideas to life with Python and OpenCV 5!


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Additional information

Authors

Joseph Howse Joe Minichino

Publisher

PacktPub

Published On

2024

Language

English

Format

epub

Size (MB)

34.73 MB

Rating

⭐️⭐️⭐️⭐️⭐️ 4.55

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