Weitere Bücher, die Sie mögen werden

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  Hands-on ML Projects with OpenCV

  Mugesh S.

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  Be at your A game in building Intelligent systems by leveraging Computer vision and Machine Learning. 
  
  KEY FEATURES 
  - Step-by-step instructions and code snippets for real world ML projects. 
  - Covers entire spectrum from basics to advanced concepts such as deep learning, transfer learning, and model optimization
  - Loaded with practical tips and best practices for implementing machine learning with OpenCV for optimising your workflow. 
  
  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. 
  
  WHAT WILL YOU LEARN 
  - Learn how to work with images and perform basic image processing tasks using OpenCV. 
  - Implement machine learning techniques to computer vision tasks such as image classification, object detection, and image segmentation. 
  - Work on real-world projects and datasets to gain hands-on experience in applying machine learning techniques with OpenCV. 
  - Explore the concepts of deep learning using Tensorflow and Keras and how it can be used for computer vision tasks. 
  - Understand the concept of transfer learning and how pre-trained models can be leveraged for new tasks. 
  - Utilize techniques for model optimization and deployment in resource-constrained environments. 
  - Implement end-to-end solutions and address challenges encountered in practical scenarios. 
  
  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. Beginners too will find this book valuable as it offers clear examples and explanations for every concept. 
  
  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

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• 

  Gaia Wakes - Earth's Emergent...

  Topher McDougal

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  Gaia Wakes presents a compelling new framework for understanding the past, present, and future of our planet. Starting from a strong foundation in economics and drawing on a vast range of multidisciplinary scholarship, Topher McDougal explores the possibility of a fifth transition towards an upgraded Earth: the development of a technologically enabled planetary brain capable of coordinating ecological functions and peering far into the future and universe. 
  Gaia Wakes endows the emergence of a planetary brain with both a plausible economic mechanism and a historical context in which that mechanism has operated over the course of 3.8 billion years of life on Earth. It argues that the global environmental devastation we are beginning to experience and rapid recent advancements in artificial intelligence may jointly be part of a naturally recurring cycle of “upgrades” that has driven the increasing complexity of life on Earth. 
  Ambitious and provocative, the author combines economics with a breathtaking range of subjects including futurism, technology, philosophy, ecology and planetary and environmental sciences to offer new insights into questions that have long challenged us about the relationship between humankind and the world in which we live. Gaia Wakes stands out as a bold and original perspective on the future of our planet.

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  The Autobiography of Charles Darwin

  Charles Darwin

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  Explore the life of one of history's greatest minds with The Autobiography of Charles Darwin, a fascinating firsthand account of the scientist who revolutionized our understanding of evolution. Written by Darwin himself, this autobiography offers an intimate glimpse into his upbringing, scientific journey, and the personal struggles that led to his groundbreaking theory of natural selection. From his early years as a curious student to his travels on the HMS Beagle and the meticulous development of his revolutionary ideas, Darwin’s reflections reveal the evolution of his thoughts and the challenges he faced in a world on the cusp of scientific transformation. 
  Narrated with clarity and thoughtfulness, this audiobook brings Darwin’s reflections to life, offering a deeper understanding of the man behind the theory of evolution and his lasting impact on science. 
  Start listening to The Autobiography of Charles Darwin today and delve into the life of a man whose ideas continue to shape the world.

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  Programming with GitHub Copilot...

  Kurt Dowswell

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  In Programming with GitHub Copilot: Write Better Code—Faster, veteran software developer and GitHub community hero Kurt Dowswell delivers an insightful and hands-on exploration of GitHub's powerful, new AI coding assistant, Copilot. In the book, you'll discover how to use the tool's capabilities to push the boundaries of what you thought was possible in programming. 
   
   
   
  Even if you've used autocomplete tools—like VS Code's TabNine extension—before, you'll be floored by GitHub Copilot's potential to transform the way you code. You'll learn how to install, configure, and use the software, from employing it's most common and widely used features to deploying business and enterprise functionality. You'll even discover how to fix runtime and compilation bugs and write unit, integration, and end-to-end tests. 
   
   
   
  You'll also find: 
   
   
   
  ● Prompt strategies to get GitHub Copilot to help you brainstorm new code solutions 
   
   
   
  ● What the future looks like for AI-assisted coding, including discussions of issues like code licensing and ethics 
   
   
   
  ● Directions for chatting with Copilot, including common commands and prompts to help you guide the conversation to where you want it to go

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  Multiverse The: Time and...

  Martin K. Ettington

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  The subjects of time and dimensional travel really fascinate me. I went to Engineering School and took advanced courses in physics and mathematics so I have a pretty good understanding of science’s view of our Universe.I’ve also been fortunate to have learned and practiced techniques to become more spiritually and psychically developed. One of the things this led to were my numerous experiences with premonitions and prophecy which I’ve written about.My research also led me to write several books about stories of real time travel and dimensional shifting experiences.This book is a series and questions and answers to review and discuss what I’ve learned about time and dimensions which I hope will shed some light on the mysteries of these strange phenomena.The world is much more mysterious than we ever thought possible and our speculation is part of our developing an understanding of our universe.

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  A Croft in the Hills

  Katharine Stewart, Neil Gunn

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  A Croft in the Hills captures, in simple, moving descriptions, what it was really like trying to make a living out of a hill croft near Loch Ness fifty years ago. A couple and their young daughter, fresh from city life, immerse themselves in the practicalities of looking after sheep, cattle and hens, mending fences, baking bread, and surviving the worst that Scottish winters can throw at them. 
   
   
   
  Their neighbors are few, but among them they find the generosity and community spirit that has survived in the Highlands for generations. Working as a tight family unit, they learn to cope, and in time grow to love their little croft. As Neil Gunn writes in his Foreword, their lives gain extra dimensions that 'give the book its unusual quality, its brightness, and its wisdom'.

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