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Computer Vision with Python 3

Computer Vision with Python 3

          
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About the Book

Unleash the power of computer vision with Python to carry out image processing and computer vision techniques About This Book * Learn how to build a full-fledged image processing application using free tools and libraries * Perform basic to advanced image and video stream processing with OpenCVs Python APIs * Understand and optimize various features of OpenCV with the help of easy-to-grasp examples Who This Book Is For This book is for Python developers who want to perform image processing. Its ideal for those who want to explore the field of computer vision, and design and develop computer vision applications using Python. The reader is expected to have basic knowledge of Python. What You Will Learn * Working with open source libraries such Pillow, Scikit-image, and OpenCV * Writing programs such as edge detection, color processing, image feature extraction, and more * Implementing feature detection algorithms like LBP and ORB * Tracking objects using an external camera or a video file * Optical Character Recognition using Machine Learning. * Understanding Convolutional Neural Networks to learn patterns in images * Leveraging Cloud Infrastructure to provide Computer Vision as a Service In Detail This book is a thorough guide for developers who want to get started with building computer vision applications using Python 3. The book is divided into five sections: The Fundamentals of Image Processing, Applied Computer Vision, Making Applications Smarter,Extending your Capabilities using OpenCV, and Getting Hands on. Throughout this book, three image processing libraries Pillow, Scikit-Image, and OpenCV will be used to implement different computer vision algorithms. The book aims to equip readers to build Computer Vision applications that are capable of working in real-world scenarios effectively. Some of the applications that we will look at in the book are Optical Character Recognition, Object Tracking and building a Computer Vision as a Service platform that works over the internet. Style and approach Each stage of the book elaborates on various concepts and algorithms in image processing/computer vision using Python. This step-by-step guide can be used both as a tutorial and as a reference.

About the Author

Saurabh Kapur is a Computer Science student at Indraprastha Institute of Information Technology, Delhi. His interests are in Computer Vision, Numerical Analysis and Algorithm design. He often spends time in solving competitive programming questions. Saurabh also enjoys working on IoT applications and tinkering with the hardware. He likes to spend his free time playing or watching cricket. He can be reached out at saurabhkapur96@gmail.com Salil Kapur is a Masters in Computer Science student at New York University. He earned his bachelors degree in Computer Science from Birla Institute of Technology and Science, Pilani. Salil has a passion for programming and is always excited to try out new technologies. He likes to work on problem statements from varies fields like computer vision, systems and machine learning. Salil is an open source enthusiast, with contributions in libraries like SimpleCV, BinPy and Krita. When not working, he spends most of his time on Quora and Hacker News. He enjoys playing basketball and Ultimate Frisbee. He can be reached out at salilkapur93@gmail.com


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Product Details
  • ISBN-13: 9781788299763
  • Publisher: Packt Publishing
  • Publisher Imprint: Packt Publishing
  • Height: 235 mm
  • No of Pages: 206
  • Spine Width: 11 mm
  • Width: 191 mm
  • ISBN-10: 1788299760
  • Publisher Date: 22 Aug 2017
  • Binding: Paperback
  • Language: English
  • Returnable: N
  • Weight: 362 gr


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