Join us on a literary world trip!
Add this book to bookshelf
Grey
Write a new comment Default profile 50px
Grey
Subscribe to read the full book or read the first pages for free!
I want to read the book!
All characters reduced
Hands-on ML Projects with OpenCV - Master computer vision and Machine Learning using OpenCV and Python - cover

Hands-on ML Projects with OpenCV - Master computer vision and Machine Learning using OpenCV and Python

Mugesh S.

Publisher: Orange Education Pvt Ltd

  • 0
  • 0
  • 0

Summary

DESCRIPTION
This book is an in-depth guide that merges machine learning techniques with OpenCV, the most popular computer vision library, using Python. The book introduces fundamental concepts in machine learning and computer vision, progressing to practical implementation with OpenCV. Concepts related to image preprocessing, contour and thresholding techniques, motion detection and tracking are explained in a step-by-step manner using code and output snippets. 

Hands-on projects with real-world datasets will offer you an invaluable experience in solving OpenCV challenges with machine learning. It’s an ultimate guide to explore areas like deep learning, transfer learning, and model optimization, empowering readers to tackle complex tasks. Every chapter offers practical tips and tricks to build effective ML models. 
By the end, you would have mastered and applied ML concepts confidently to real-world computer vision problems and will be able to develop robust and accurate machine-learning models for diverse applications. 

Whether you are new to machine learning or seeking to enhance your computer vision skills,
This book is an invaluable resource for mastering the integration of machine learning and computer vision using OpenCV and Python.

TABLE OF CONTENTS 
Chapter 1: Getting Started With OpenCV 
Chapter 2: Basic Image & Video Analytics in OpenCV
Chapter 3: Image Processing 1 using OpenCV
Chapter 4:  Image Processing 2 using OpenCV
Chapter 5: Thresholding and Contour Techniques Using OpenCV 
Chapter 6: Detect Corners and Road Lane using OpenCV
Chapter 7: Object And Motion Detection Using Opencv
Chapter 8: Image Segmentation and Detecting Faces Using OpenCV
Chapter 9: Introduction to Deep Learning with OpenCV
Chapter 10: Advance Deep Learning Projects with OpenCV
Chapter 11: Deployment of OpenCV projects

 
Available since: 08/23/2023.

Other books that might interest you

  • The Catalyst - RNA and the Quest to Unlock Life's Deepest Secrets - cover

    The Catalyst - RNA and the Quest...

    Thomas R. Cech

    • 0
    • 0
    • 0 
    For over half a century, DNA has dominated science and the popular imagination as the "secret of life." But over the last several decades, a quiet revolution has taken place. In a series of breathtaking discoveries, the biochemist Thomas R. Cech and a diverse cast of brilliant scientists have revealed that RNA—long overlooked as the passive servant of DNA—sits at the center of biology's greatest mysteries: How did life begin? What makes us human? Why do we get sick and grow old? In The Catalyst, Cech finally brings together years of research to demonstrate that RNA is the true key to understanding life on Earth, from its very origins to our future in the twenty-first century. 
 
 
 
A gripping journey of discovery, The Catalyst moves from the early experiments that first hinted at RNA's spectacular powers, to Cech's own paradigm-shifting finding that it can catalyze cellular reactions, to the cutting-edge biotechnologies poised to reshape our health. We learn how RNA may have jump-started life itself, and how, at the same time, it can cut our individual lives short through viral diseases and cancer. We see how RNA is implicated in the aging process and explore the darker depths of the supposed fountain of youth, telomerase. And we catch a thrilling glimpse into how RNA-powered therapies may enable us to improve and even extend life beyond nature's current limits.
    Show book
  • Affirmations High Vibrations Of Gratitude - cover

    Affirmations High Vibrations Of...

    Max Topoff

    • 0
    • 0
    • 0 
    Welcome to the Most Powerful Practice of Gratitude in the Morning. Today it is very important to stay on the high vibrations and always have contact with your true essence. And the practice of gratitude is exactly what will help you tune in to the frequency of love and happiness. This way you will attract to yourself only the brightest and most favorable. Repeat this practice from 21 days in a row. And let the magic of gratitude transform your whole life. Send your gratitude to the universe and feel its blessing in your life. Let’s get started.
    Show book
  • Aerospace Engineering - cover

    Aerospace Engineering

    Knowledge Flow

    • 0
    • 0
    • 0 
    This audiobook is narrated by an AI Voice.  
This Aerospace Engineering books for beginners provide comprehensive references by which the student must achieve to learn the basic elements of aircraft and the technology which apply to the aerospace engineering field. The reference text of the Aerospace Engineering books for beginners on aircraft study is considered the best book on the subject. It emphasizes basic structural theory on the principles of mechanics to the analysis of aircraft structures and the development of materials and construction technology. 
The Aerospace Engineering books for beginners is recommended for undergraduate students, this covers aerodynamics, aeroelasticity, aircraft design and structures, aircraft performance, propulsion, stability and control and various forces and load factors like shear, torsion and bending stresses.
    Show book
  • Atención que transforma tu vida - ¡Transforma tu vida! Escucha lecciones de audio impactantes para triunfar en tu preparación para Atención que transforma tu vida - cover

    Atención que transforma tu vida...

    Renan Allcroft

    • 0
    • 0
    • 0 
    Atención que transforma tu vida 
Are you eager to elevate your career and enhance your knowledge by successfully navigating life's challenges?  
Searching for a thorough guide that equips you with everything necessary to transform your life through effective focus?  
Your quest ends here! 
This guide is your ultimate companion for deepening your understanding, putting your skills into practice, and engaging in practical exercises. With this resource, you will be prepared for success. 
Updated to reflect the latest techniques in personal transformation. 
Key features of this comprehensive guide: 
- In-depth insights into transforming your life through focus 
- Detailed exploration of the concepts necessary for effective attention 
- Effective strategies for personal growth and overcoming obstacles 
Our guide stands out due to its thorough coverage, which is crucial for achieving your goals. Concepts are not just touched upon; they are explored with great care. 
Crafted with a clear structure and easily understandable language, our guide ensures seamless transitions between topics. Say farewell to complex jargon and embrace clear, precise, and technically sound content. 
So, why hesitate? Click the BUY NOW button, secure your guide, and embark on your journey toward transforming your life!
    Show book
  • Build Your AI Empire with Google Free Tools - Transform Your Business in 90 Days with Google's Free AI Tools - cover

    Build Your AI Empire with Google...

    Elnaz Sarraf

    • 0
    • 0
    • 0 
    This audiobook is narrated by an AI Voice.  
Build a Revenue-Generating Empire in 90 Days—For Free. 
Stop paying for expensive software. Stop waiting for a technical co-founder. Start building. 
The barriers to entry have crumbled. In Build Your AI Empire with Google Free Tools, serial entrepreneur and Elnaz Sarraf (CEO of ROYBI® and founder of Bored Girl Builds) hands you the blueprint to build a six-figure business using only the powerful, free AI tools provided by Google. 
Whether you are a solo founder, a side-hustler, or a non-technical visionary, this isn't just a book about AI theory—it is a 90-day execution manual. 
What You Will Build Inside: 
The AI Business Advisor: Create a personalized strategic consultant using Google AI Studio. 
The 24/7 Support Agent: Deploy an intelligent customer service bot using the Gemini API. 
The SaaS Platform: Launch a membership site or app without writing complex code using Firebase Studio. 
Hollywood-Grade Marketing: Produce stunning 4K video assets for free with Veo 3. 
The "Second Brain": Master market research and competitor analysis with NotebookLM. 
Why This Book is Different: 
Most AI books are outdated before they hit the shelves. This guide focuses on the 2026 landscape of "Vibe Coding"—the ability to solve problems by piecing together powerful tools without a computer science degree. 
Elnaz Sarraf doesn't just teach technology; she teaches access. Written specifically for the underestimated entrepreneur—women, immigrants, and anyone told they weren't "technical enough"—this book proves that your unique perspective is your greatest asset.
    Show book
  • The Sprint - A day-to-day feel of life on a Scrum team - cover

    The Sprint - A day-to-day feel...

    Julian Cambridge

    • 0
    • 0
    • 0 
    The Sprint reflects an experience from life on a scrum team. Walking through the mandatory and optional scrum ceremonies as documented in The Scrum Guide. Experiences of scrum team life will differ across the world, but for people who have never been on a scrum team; you will get a clear insight of a singular experience to the everyday running’s. And for those scrum team regulars, you will relate to and perhaps chuckle at what you are about to read.
    Show book