Innovations in Computer Vision and Data Classification

£109.99

Innovations in Computer Vision and Data Classification

From Pandemic Data Analysis to Environmental and Health Monitoring

Communications engineering / telecommunications Databases Artificial intelligence

Author: Arfan Ghani

Dinosaur mascot

Collection: EAI/Springer Innovations in Communication and Computing

Language: English

Published by: Springer

Published on: 5th August 2024

Format: LCP-protected ePub

ISBN: 9783031601408


Overview

This book delves into the dynamic realm of data classification, focusing on its real-world applications. Through an insightful journey, readers are introduced to the practical applications of reconfigurable hardware, machine learning, computer vision, and neuromorphic circuit design across diverse domains.

Topics Covered

The author explores topics such as the role of Field-Programmable Gate Arrays (FPGAs) in expediting pandemic data analysis and the transformative impact of computer vision on healthcare. Additionally, the book delves into environmental data classification, energy-efficient solutions for deep neural network applications, and real-time performance analysis of energy conversion algorithms.

Practical Guidance

With the author's guidance, readers are led through practical implementations, ensuring a comprehensive grasp of each subject matter. Whether a seasoned researcher, engineer, or student, this book equips readers with the tools to make data-driven decisions, optimize systems, and innovate solutions across various fields, from healthcare to environmental monitoring.

Show moreShow less