Hands-on ML Projects with OpenCV: Master computer vision and Machine Learning using OpenCV and Python (English Edition)

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(as of Dec 13,2024 12:02:38 UTC – Details)

From the Publisher

From Preface

Welcome to “Hands-on ML Projects with OpenCV.” In today’s world, machine learning has become an essential tool for solving complex problems and making intelligent decisions. OpenCV, a popular computer vision library, combined with the power of Python, provides a robust platform for implementing machine learning algorithms in real-world applications. This book is designed to be a practical guide that takes you on a journey to explore the exciting field of machine learning using OpenCV. Whether you are a beginner or an experienced developer, this book will equip you with the knowledge and skills to leverage the capabilities of OpenCV for machine-learning tasks. Throughout this book, we will cover a wide range of topics, starting with the basics of machine learning and its applications in computer vision.

WHO IS THIS BOOK FOR?

This book is for everyone with a basic understanding of programming and who wants to apply machine learning in computer vision using OpenCV and Python. Whether you’re a student, researcher, or developer, this book will equip you with practical skills for machine learning projects. Some familiarity with Python and machine learning concepts is assumed.

KEY FEATURES Step-by-step instructions and code snippets for real world ML projects. Learn how to work with images and perform basic image processing tasks using OpenCV. Utilize techniques for model optimization and deployment in resource-constrained environments. Implement end-to-end solutions and address challenges encountered in practical scenarios.

About the Author

Mugesh S. works as a Data Scientist at Infosys, with a passion for leveraging data-driven insights to tackle complex challenges and drive business success. He is an engineering graduate who completed the PG program in Data Science and Engineering, as well as a Master’s in Mathematics and Data Science, to deepen his understanding of the intricacies of data analytics. He has over 7 years of hands-on experience in SQL, Python, ETL projects, and machine learning projects, including time series forecasting, Chatbot, people face detection, face recognition, Statistical Data Analysis, Computer vision, NLP, and SQL/No SQL. He possesses a good knowledge of version control systems and cloud computing systems. In addition, he has an excellent work ethic and is an influential team member.

Publisher ‏ : ‎ Orange Education Pvt Ltd (August 9, 2023)
Language ‏ : ‎ English
Paperback ‏ : ‎ 336 pages
ISBN-10 ‏ : ‎ 9388590872
ISBN-13 ‏ : ‎ 978-9388590877
Item Weight ‏ : ‎ 1.29 pounds
Dimensions ‏ : ‎ 7.5 x 0.81 x 9.25 inches

Are you looking to dive into the world of computer vision and machine learning? Look no further than “Hands-on ML Projects with OpenCV: Master computer vision and Machine Learning using OpenCV and Python”! This comprehensive guide will take you through a series of hands-on projects that will help you master the fundamentals of computer vision and machine learning using the powerful OpenCV library and Python programming language.

With this book, you will learn how to build and train machine learning models for tasks such as image classification, object detection, and facial recognition. You will also learn how to preprocess images, extract features, and apply advanced techniques like data augmentation and transfer learning.

Whether you are a beginner looking to get started with computer vision or an experienced developer looking to expand your skills, “Hands-on ML Projects with OpenCV” has something for everyone. So don’t wait any longer – start mastering computer vision and machine learning today with this essential guide!
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