{"product_id":"computer-vision-and-its-applications-9798302098399","title":"Computer Vision and Its Applications","description":"\u003cp\u003e • Author(s): Rakesh Kumar\u003cbr\u003e • Publisher: Independently Published\u003cbr\u003e • Publisher Imprint: Independently Published\u003cbr\u003e • BISAC: Artificial Intelligence - Computer Vision \u0026amp; Pattern Recognit\u003c\/p\u003e\u003cp\u003e\u003cb\u003eIntroduction\u003c\/b\u003e\u003c\/p\u003e\u003cp\u003eIn the age of digital transformation, the way we interact with technology is evolving at an unprecedented pace. At the heart of this transformation lies the field of \u003cb\u003ecomputer vision\u003c\/b\u003e, a domain of artificial intelligence that enables machines to interpret and understand visual data from the world around them. From autonomous vehicles navigating complex urban environments to medical imaging systems detecting early signs of disease, computer vision is rapidly becoming a cornerstone of modern innovation.\u003c\/p\u003e\u003cp\u003eThe human ability to perceive and analyze visual information is one of the most sophisticated processes in nature. Replicating this capability in machines has been a long-standing challenge, but recent advancements in machine learning, deep learning, and computational power have brought us closer than ever to achieving this goal. Computer vision has progressed from academic research and experimental applications to becoming a critical component of industries such as healthcare, agriculture, retail, manufacturing, and entertainment.\u003c\/p\u003e\u003cp\u003eThis book, \u003cb\u003e\"Computer Vision and Its Applications\"\u003c\/b\u003e, is designed to serve as a comprehensive guide to understanding the foundational principles of computer vision, exploring its cutting-edge techniques, and delving into its wide-ranging applications across various domains. Whether you are a student, researcher, industry professional, or technology enthusiast, this book aims to provide valuable insights into the world of computer vision and its transformative potential.\u003c\/p\u003e\u003cb\u003eWhat Is Computer Vision?\u003c\/b\u003e\u003cp\u003eAt its core, computer vision is the science and technology of making machines \"see.\" It involves acquiring, processing, analyzing, and understanding digital images and videos to extract meaningful information. Leveraging algorithms and models, computer vision enables machines to identify objects, track movements, interpret scenes, and even make decisions based on visual data..\u003c\/p\u003e\u003cb\u003eWhy This Book?\u003c\/b\u003e\u003cp\u003eThis book seeks to demystify the concepts and techniques of computer vision while showcasing its real-world applications. It blends theory with practice, offering readers a balanced understanding of: \u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eThe fundamental principles of computer vision, including image processing, object detection, and recognition.\u003c\/li\u003e\n\u003cli\u003eThe integration of modern tools and frameworks like OpenCV, TensorFlow, PyTorch, and YOLO.\u003c\/li\u003e\n\u003cli\u003eEmerging trends in the field, such as vision for edge computing, quantum-enhanced vision systems, and ethical considerations.\u003c\/li\u003e\n\u003cli\u003eChallenges like bias in vision models and the need for privacy and data security.\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003eEach chapter is enriched with practical case studies, code examples, and discussions on the future directions of computer vision. Whether it's improving manufacturing efficiency, enabling smarter cities, or advancing healthcare diagnostics, the applications discussed in this book highlight the transformative impact of computer vision on our world...\u003c\/p\u003e\u003cb\u003eStructure of the Book\u003c\/b\u003e\u003col\u003e\n\u003cli\u003e\n\u003cb\u003eFoundations of Computer Vision: \u003c\/b\u003e Introduces the key concepts and techniques for image processing and analysis.\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003eApplications Across Industries: \u003c\/b\u003e Explores how computer vision is revolutionizing healthcare, agriculture, security, retail, and more.\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003eEmerging Trends and Challenges: \u003c\/b\u003e Discusses the cutting-edge developments and the ethical and technical challenges in the field.\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003ePractical Insights and Tools: \u003c\/b\u003e Provides hands-on guidance for developing computer vision projects using popular tools and frameworks.\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003eCase Studies: \u003c\/b\u003e Real-world examples illustrating the successful deployment of computer vision technologies.\u003c\/li\u003e\n\u003c\/ol\u003e","brand":"Independently Published","offers":[{"title":"Paperback","offer_id":45554751078551,"sku":"9798302098399","price":3585.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9798302098399.webp?v=1768588905","url":"https:\/\/atlanticbooks.com\/products\/computer-vision-and-its-applications-9798302098399","provider":"Atlantic Books","version":"1.0","type":"link"}