Mastering OpenCV with Python
eBook - ePub

Mastering OpenCV with Python

Use NumPy, Scikit, TensorFlow, and Matplotlib to learn Advanced algorithms for Machine Learning through a set of Practical Projects

  1. English
  2. ePUB (mobile friendly)
  3. Available on iOS & Android
eBook - ePub

Mastering OpenCV with Python

Use NumPy, Scikit, TensorFlow, and Matplotlib to learn Advanced algorithms for Machine Learning through a set of Practical Projects

About this book

Unlocking Visual Insights: OpenCV Made Simple and Powerful.

???Book Description"Mastering OpenCV with Python" immerses you in the captivating realm of computer vision, with a structured approach that equips you with the knowledge and skills essential for success in this rapidly evolving field.

From grasping the fundamental concepts of image processing and OpenCV to mastering advanced techniques such as neural networks and object detection, you will gain a comprehensive understanding. Each chapter is enriched with hands-on exercises and real-world projects, ensuring the acquisition of practical skills that can be immediately applied in your professional journey.

This book not only elevates your technical proficiency but also prepares you for a rewarding career. The technological job landscape is constantly evolving, and professionals who can harness the potential of computer vision are in high demand.

By mastering the skills and insights contained within these pages, you will be well-prepared to explore exciting career opportunities, ranging from machine learning engineering to computer vision research. This book is your ticket to a future filled with innovation and professional advancement within the dynamic world of computer vision.

Table of Contents1. Introduction to Computer Vision2. Getting Started with Images3. Image Processing Fundamentals4. Image Operations5. Image Histograms6. Image Segmentation7. Edges and Contours8. Machine Learning with Images9. Advanced Computer Vision Algorithms10. Neural Networks11. Object Detection Using OpenCV12. Projects Using OpenCV Index

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Yes, you can access Mastering OpenCV with Python by Ayush Vaishya in PDF and/or ePUB format, as well as other popular books in Informatique & Médias numériques. We have over one million books available in our catalogue for you to explore.

Table of contents

  1. Cover Page
  2. Title Page
  3. Copyright Page
  4. Dedication Page
  5. About the Author
  6. About the Technical Reviewer
  7. Acknowledgements
  8. Preface
  9. Errata
  10. Table of Contents
  11. 1. Introduction to Computer Vision
  12. 2. Getting Started with Images
  13. 3. Image Processing Fundamentals
  14. 4. Image Operations
  15. 5. Image Histograms
  16. 6. Image Segmentation
  17. 7. Edges and Contours
  18. 8. Machine Learning with Images
  19. 9. Advanced Computer Vision Algorithms
  20. 10. Neural Networks
  21. 11. Object Detection Using OpenCV
  22. 12.Projects Using OpenCV
  23. Index