Machine Intelligence: Computer Vision and Natural Language Processing
暫譯: 機器智慧：電腦視覺與自然語言處理
Raj, Pethuru, Soundarabai, P. Beaulah, Augustine, Peter
- 出版商: Auerbach Publication
- 出版日期: 2023-10-03
- 售價: $7,370
- 貴賓價: 9.5 折 $7,002
- 語言: 英文
- 頁數: 318
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 1032201991
- ISBN-13: 9781032201993
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相關分類:
Computer Vision
海外代購書籍(需單獨結帳)
商品描述
Machines are being systematically empowered to be interactive and intelligent in their operations, offerings. and outputs. There are pioneering Artificial Intelligence (AI) technologies and tools. Machine and Deep Learning (ML/DL) algorithms, along with their enabling frameworks, libraries, and specialized accelerators, find particularly useful applications in computer and machine vision, human machine interfaces (HMIs), and intelligent machines. Machines that can see and perceive can bring forth deeper and decisive acceleration, automation, and augmentation capabilities to businesses as well as people in their everyday assignments. Machine vision is becoming a reality because of advancements in the computer vision and device instrumentation spaces. Machines are increasingly software-defined. That is, vision-enabling software and hardware modules are being embedded in new-generation machines to be self-, surroundings, and situation-aware.
Machine Intelligence emphasizes computer vision and natural language processing as drivers of advances in machine intelligence. The book examines these technologies from the algorithmic level to the applications level. It also examines the integrative technologies enabling intelligent applications in business and industry.
Features:
- Motion images object detection over voice using deep learning algorithms
- Ubiquitous computing and augmented reality in HCI
- Learning and reasoning in Artificial Intelligence
- Economic sustainability, mindfulness, and diversity in the age of artificial intelligence and machine learning
- Streaming analytics for healthcare and retail domains
Covering established and emerging technologies in machine vision, the book focuses on recent and novel applications and discusses state-of-the-art technologies and tools.
商品描述(中文翻譯)
機器正在系統性地被賦予互動性和智能化的操作、提供和輸出。出現了開創性的人工智慧（Artificial Intelligence, AI）技術和工具。機器學習和深度學習（Machine and Deep Learning, ML/DL）算法，以及它們所需的框架、庫和專用加速器，在計算機和機器視覺、人機介面（Human Machine Interfaces, HMIs）和智能機器中找到了特別有用的應用。能夠看見和感知的機器能為企業和人們的日常任務帶來更深層次和決定性的加速、自動化和增強能力。由於計算機視覺和設備儀器領域的進步，機器視覺正逐漸成為現實。機器越來越多地以軟體定義。也就是說，視覺啟用的軟體和硬體模組正被嵌入到新一代機器中，使其能夠自我、周圍環境和情境感知。
機器智能強調計算機視覺和自然語言處理作為推動機器智能進步的驅動力。本書從算法層面到應用層面探討這些技術。它還考察了促進商業和工業中智能應用的整合技術。
特色：
- 使用深度學習算法進行運動影像物體檢測
- 在人機介面中的無處不在計算和擴增實境
- 人工智慧中的學習和推理
- 在人工智慧和機器學習時代的經濟可持續性、正念和多樣性
- 用於醫療和零售領域的串流分析
本書涵蓋了機器視覺中已建立和新興的技術，專注於最近和新穎的應用，並討論最先進的技術和工具。
作者簡介
Pethuru Raj has been working as the chief architect in the Site Reliability Engineering (SRE) division of Reliance Jio Platforms Ltd., Bangalore. He previously worked as a cloud infrastructure architect in the IBM Global Cloud Center of Excellence (CoE), a TOGAF-certified enterprise architecture (EA) consultant in Wipro Consulting Services (WCS) Division and as a lead architect in the corporate research (CR) division of Robert Bosch. In total, he has gained more than 19 years of IT industry experience and 8 years of research experience.
P Beaulah Soundarabai is an associate professor in the Department of Computer Science, Christ University, Bangalore, having 20 years of teaching experience. She is been associated with Christ University for the past 14 year. Prior to this, she has teaching experience in SFR College for Women, Sivakasi, and AGCS, Kolkata lecturer, and in for 3 years respectively. She has 10 years of research experience in the areas of Distributed Computing, Computer Networks, IoT, Edge and Cloud computing, and Data Analytics.
Peter Augustine has been working as an Associate Professor in the Department of Computer Science, CHRIST (Deemed to be University), Bangalore. Peter Augustine has a PhD in Medical Image Processing in Cloud Environment, with over 8 years in cloud computing and 5 years in Big Data Analytics. He has authored various research papers published in peer-reviewed journals. He has been involved in a Major Research Project using Cloud Computing which costs more than 18 lakhs. He has also collaborated with St. John's Medical Research Institute for the research project to diagnose Lung Diseases using cutting-edge AI and Machine Learning.
作者簡介(中文翻譯)
Pethuru Raj 擔任 Reliance Jio Platforms Ltd. 在班加羅爾的網站可靠性工程 (SRE) 部門的首席架構師。他之前曾在 IBM 全球雲端卓越中心 (CoE) 擔任雲端基礎設施架構師，並在 Wipro Consulting Services (WCS) 部門擔任 TOGAF 認證的企業架構 (EA) 顧問，以及在羅伯特·博世的企業研究 (CR) 部門擔任首席架構師。總體而言，他在 IT 行業擁有超過 19 年的經驗和 8 年的研究經驗。
**P Beaulah Soundarabai** 是班加羅爾基督大學計算機科學系的副教授，擁有 20 年的教學經驗。她在基督大學工作了 14 年。在此之前，她曾在 SFR 女子學院 (Sivakasi) 和 AGCS (加爾各答) 擔任講師，分別有 3 年的教學經驗。她在分散式計算、計算機網絡、物聯網 (IoT)、邊緣和雲端計算以及數據分析等領域擁有 10 年的研究經驗。
**Peter Augustine** 擔任 CHRIST (被認定為大學) 計算機科學系的副教授。Peter Augustine 擁有雲端環境中的醫學影像處理博士學位，並在雲端計算領域有超過 8 年的經驗，以及在大數據分析方面有 5 年的經驗。他已發表多篇研究論文於同行評審的期刊中。他參與了一個使用雲端計算的重大研究項目，該項目成本超過 18 萬印度盧比。他還與聖約翰醫學研究所合作，進行一項使用尖端人工智慧和機器學習診斷肺部疾病的研究項目。
