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

  • Rewriting Pregnancy Myths: What Every Expecting Parent Should Know - "Unlock essential truths about pregnancy! Experience impactful audio lessons crafted for every parent-to-be" - cover

    Rewriting Pregnancy Myths: What...

    Winston Ashcombe

    • 0
    • 0
    • 0 
    Rewriting Pregnancy Myths: What Every Expecting Parent Should Know 
⭐⭐ Simplified Audio Guide with Explanations ⭐⭐ 
Are you an expecting parent eager to navigate your pregnancy journey with confidence and clarity?  
Looking for a comprehensive guide that arms you with all the essential information you need to make informed, evidence-based choices during this transformative time? 
Your search stops here! 
This audiobook serves as your ultimate companion for deepening your understanding, applying your newfound knowledge, and engaging in practical insights. With this resource, you're set for a successful pregnancy experience. 
Updated with the latest insights and research for expecting parents in 2024-2025. 
Highlights of this insightful guide include: 
- In-depth exploration of pregnancy myths and truths 
- Thorough explanations of crucial pregnancy-related topics 
- Effective strategies for making informed decisions 
Our guide stands out with its comprehensive coverage, ensuring you have the tools necessary for a healthy and informed pregnancy. Each concept is examined in depth, so you don't just skim the surface. 
Crafted with a clear structure and accessible language, our audiobook ensures smooth transitions between topics. Leave behind the complicated jargon and embrace clear, precise, and trustworthy content. 
So, why wait? Click the BUY NOW button, grab your copy, and embark on your journey toward an empowered pregnancy today! 
Don't miss out on this enlightening journey towards informed parenthood!
    Show book
  • Turn ChatGPT into a Cash Machine - Make $5000 Month with AI Side Hustles & Build a Six-Figure Online Business in the Digital Gold Rush - cover

    Turn ChatGPT into a Cash Machine...

    Tommy Crawford

    • 0
    • 0
    • 0 
    Turn ChatGPT into a Cash Machine: Make $5,000/Month with AI Side Hustles & Build a Six-Figure Online Business in the Digital Gold Rush 
Are you ready to turn artificial intelligence into real income? 
This game-changing 2-in-1 guide shows you exactly how to leverage ChatGPT to launch profitable side hustles and build a six-figure online business—even if you're starting with zero experience or tech skills. 
🚀 What You’ll Discover Inside:✅ Proven strategies to make $5,000/month (or more) using ChatGPT for freelancing, content creation, and automation✅ Step-by-step guides for launching passive income streams using AI tools✅ How to create digital products, ebooks, and courses in hours—not weeks✅ The best niches, prompts, and platforms to monetize ChatGPT fast✅ Secrets to scaling your hustle into a six-figure online empire 
Whether you’re looking for a new income stream, want to escape the 9-to-5, or just curious about the booming world of AI entrepreneurship, this book is your shortcut to success. 
💡 The future is AI. The opportunity is now. 
Don’t watch others get rich from the AI revolution—join them. 
Scroll up and click “Buy Now” to start your journey to financial freedom today
    Show book
  • CompTIA A+ & Security+ Certification Study Guide - 2-in-1 Exam Prep for 220-1101 220-1102 & SY0-701 | All-in-One Masterclass with Practice Tests IT Fundamentals & Career Growth Strategies - cover

    CompTIA A+ & Security+...

    Josh Russell

    • 0
    • 0
    • 0 
    This ultimate combo includes: 
✅ Complete Coverage of CompTIA A+ Exams 220-1101 & 220-1102 ✅ Full Masterclass for CompTIA Security+ SY0-701 ✅ Pro-Level Practice Tests with Detailed Explanations ✅ Hands-On Concepts, Real-World Scenarios & Career Tips 
Written by certified tech experts and instructional designers, this guide makes complex IT concepts fun, approachable, and crystal clear. You'll go from “What’s an IP address?” to “Hire me now” without the overwhelm. 
🧠 What's Inside:All-in-One Learning System: Tailored for busy learners with streamlined content that focuses on what actually shows up on the exams.Up-to-Date with 2025 Exam Objectives: No outdated fluff—just what you need, nothing you don’t.Memory Boosters & Exam Hacks: Learn faster with clever analogies, tech humor, and bite-sized breakdowns.Career-Ready Skills: Includes practical security skills, troubleshooting tactics, and resume-ready vocabulary to land your dream role. 
💼 Perfect For:Career changers jumping into techStudents preparing for job-ready certificationsIT support, helpdesk, or cybersecurity hopefulsAnyone tired of boring, bloated textbooks 
📈 Start Smart, Study Smarter, Win Big 
Don’t just pass—own your certifications and stand out in the tech crowd. With this 2-in-1 masterclass, you’re not just prepping for exams... you’re launching your future. 
Get your copy now and let your IT journey begin.
    Show book
  • Standing for Nature - Legal Strategies for Environmental Justice - cover

    Standing for Nature - Legal...

    Mohammad Golam Sarwar, Dana...

    • 0
    • 0
    • 0 
    Rights of Nature laws are becoming a vital tool for addressing environmental injustice. From New Zealand and India to Ecuador and Bolivia, advocates have successfully secured legal rights for rivers, forests, and mountains. Granting rights to nature has the potential to expand environmental protections, strengthen indigenous rights, promote sustainable development, and alter how humans relate to nature. Despite these promises, rights of Nature laws have met with greater resistance in some countries than in others. 
 
 
 
Standing for Nature offers advocates a blueprint for creating, implementing, and safeguarding rights of Nature laws. This book looks closely at four examples—New Zealand, Colombia, Bangladesh, and the United States—to explain why these laws have been successful in some places but not others. Through this comparative exploration, the authors highlight key strategies for advancing rights of Nature laws in the United States and around the world. These lessons include an examination of different legal traditions to better understand which is the best form of law—judicial, legislative, or regulatory—for advocates to target; how to ensure effective implementation once a law is passed; and how to shift communal perspectives on the human-Nature relationship for better implementation and enforcement.
    Show book
  • Discordance - The Troubled History of the Hubble Constant - cover

    Discordance - The Troubled...

    Jim Baggott

    • 0
    • 0
    • 0 
    The troubled history of the Hubble constant told in an authoritative, comprehensible, and entertaining manner 
  
In 1927 Georges Lemaître argued that our universe is expanding, a conclusion rendered more startling by the astronomical data that backed it up, presented two years later by Edwin Hubble. The speed of this expansion is governed by Hubble's constant, and Discordance tells its troubled history. 
  
This unpredictable and fascinating story begins with the first tentative steps to measure the distances to nearby stars and galaxies. It traces the extraordinary interplay between cosmological theory and astronomical observation which has given us the standard Big Bang theory. It was not all plain sailing, and the narrative takes us through the discovery of dark matter, the Hubble Wars of the 1970s, the invention of cosmic inflation, and other crucial scientific moments. Further satellite missions were expected to add to the clarity of our measurements. But from about 2009 onward, the results began to diverge. This is the Hubble tension and perhaps even a crisis.  
  
Jim Baggott clearly and entertainingly guides the reader through this gripping scientific voyage—one littered with crises of confidence, astonishing discoveries, and extraordinary personalities—which still continues today. 
  
"Accessible, highly detailed and demanding—and therefore highly rewarding— … Baggott's well-researched work will be of as much interest to astronomers and physicists as it is to lay readers fascinated by the mysteries of the Universe."— Helge Kragh, Nature
    Show book
  • The Hidden Power of Gut Health - The Key to Wellness Energy And Vitality From The Inside Out - cover

    The Hidden Power of Gut Health -...

    Brian Gibson

    • 0
    • 0
    • 0 
    This audiobook is narrated by an AI Voice.  
In the wake of groundbreaking discoveries regarding the intestinal microbiome, our understanding of the intricate bidirectional communication between the brain and gut has undergone a profound transformation. Initially met with skepticism, research revealing the crucial role of gut bacteria in shaping brain chemistry and behavior has ignited an unprecedented paradigm shift in how we conceptualize physical and mental health. 
This book delves into the essential dynamics of the gut-brain axis, exploring how the microbiome influences our physical well-being and psychological states. With rising rates of mental health disorders, including depression, anxiety, and neurodevelopmental conditions such as autism, there is an urgent need to understand the implications of this connection. 
Unlock the secret to optimal health and well-being with "The Hidden Power of Gut Health." Discover the crucial connection between your gut microbiome and overall wellness and the latest research on how a balanced gut can enhance vitality and longevity. This book provides practical insights and actionable strategies to enhance your gut health through targeted nutrition and lifestyle adjustments.
    Show book