BOOKS - Machine Intelligence: Computer Vision and Natural Language Processing
Machine Intelligence: Computer Vision and Natural Language Processing - Pethuru Raj October 3, 2023 PDF  BOOKS
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Machine Intelligence: Computer Vision and Natural Language Processing
Author: Pethuru Raj
Year: October 3, 2023
Format: PDF
File size: PDF 51 MB
Language: English



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The book's plot revolves around the evolution of technology, specifically the development of machine intelligence, computer vision, and natural language processing. As machines become more interactive and intelligent, they have the potential to revolutionize various industries and aspects of daily life. The book explores the advancements in computer vision and device instrumentation that are making machine vision a reality, and how machines are becoming increasingly software-defined. The book is divided into three main parts: Part I: Algorithmic Level This part delves into the technical details of machine intelligence, computer vision, and natural language processing, explaining the underlying algorithms and their capabilities. It covers established and emerging technologies in machine vision, including deep learning and its applications in various fields. Part II: Applications Level In this section, the book examines the integrative technologies that enable intelligent applications in business and industry. It discusses recent and novel applications of computer vision and deep learning, highlighting their impact on different sectors such as healthcare, finance, transportation, and education. Part III: Survival of Humanity Here, the book shifts its focus to the need for a personal paradigm for perceiving the technological process of developing modern knowledge. It emphasizes the importance of understanding the evolution of technology and its potential to unify people in a warring state. The author argues that by embracing these technologies, humans can ensure their survival and the survival of humanity as a whole.
Сюжет книги вращается вокруг эволюции технологий, в частности, развития машинного интеллекта, компьютерного зрения и обработки естественного языка. По мере того как машины становятся все более интерактивными и интеллектуальными, они могут революционизировать различные отрасли и аспекты повседневной жизни. В книге рассматриваются достижения в области компьютерного зрения и приборов, которые делают машинное зрение реальностью, и то, как машины становятся все более программно-определяемыми. Книга разделена на три основные части: Часть I: Алгоритмический уровень Эта часть углубляется в технические детали машинного интеллекта, компьютерного зрения и обработки естественного языка, объясняя лежащие в основе алгоритмы и их возможности. Он охватывает установленные и появляющиеся технологии в области машинного зрения, включая глубокое обучение и его применение в различных областях. Часть II: Уровень приложений В этом разделе рассматриваются интегративные технологии, которые обеспечивают интеллектуальные приложения в бизнесе и промышленности. В нем обсуждаются недавние и новые применения компьютерного зрения и глубокого обучения, подчеркивая их влияние на различные сектора, такие как здравоохранение, финансы, транспорт и образование. Часть III: Выживание человечества Здесь книга смещает фокус на необходимость личностной парадигмы восприятия технологического процесса развития современных знаний. В нем подчеркивается важность понимания эволюции технологии и ее потенциала для объединения людей в воюющем государстве. Автор утверждает, что, приняв эти технологии, люди могут обеспечить свое выживание и выживание человечества в целом.
L'histoire du livre tourne autour de l'évolution des technologies, en particulier le développement de l'intelligence automatique, la vision par ordinateur et le traitement du langage naturel. À mesure que les machines deviennent de plus en plus interactives et intelligentes, elles peuvent révolutionner différents secteurs et aspects de la vie quotidienne. livre examine les progrès de la vision par ordinateur et des instruments qui font de la vision par machine une réalité, et la façon dont les machines sont de plus en plus définies par logiciel. livre est divisé en trois parties principales : Partie I : Niveau algorithmique Cette partie est approfondie dans les détails techniques de l'intelligence automatique, de la vision par ordinateur et du traitement du langage naturel, expliquant les algorithmes sous-jacents et leurs capacités. Il couvre les technologies établies et émergentes dans le domaine de la vision automatique, y compris l'apprentissage profond et ses applications dans divers domaines. Partie II : Niveau des applications Cette section traite des technologies intégratives qui fournissent des applications intelligentes dans les entreprises et l'industrie. Il examine les applications récentes et nouvelles de la vision par ordinateur et de l'apprentissage profond, en soulignant leur impact sur différents secteurs tels que la santé, la finance, les transports et l'éducation. Partie III : La survie de l'humanité Ici, le livre se concentre sur la nécessité d'un paradigme personnel de la perception du processus technologique du développement des connaissances modernes. Il souligne l'importance de comprendre l'évolution de la technologie et son potentiel pour rassembler les gens dans un État en guerre. L'auteur affirme qu'en adoptant ces technologies, les êtres humains peuvent assurer leur survie et celle de l'humanité dans son ensemble.
La trama del libro gira en torno a la evolución de la tecnología, en particular el desarrollo de la inteligencia mecánica, la visión por ordenador y el procesamiento del lenguaje natural. A medida que las máquinas se vuelven cada vez más interactivas e inteligentes, pueden revolucionar diferentes industrias y aspectos de la vida cotidiana. libro examina los avances en la visión por ordenador y los instrumentos que hacen realidad la visión por máquina, y cómo las máquinas se vuelven cada vez más programáticas-definibles. libro se divide en tres partes principales: Parte I: Nivel algorítmico Esta parte profundiza en los detalles técnicos de la inteligencia de la máquina, la visión de la computadora y el procesamiento del lenguaje natural, explicando los algoritmos subyacentes y sus capacidades. Abarca tecnologías establecidas y emergentes en el campo de la visión automática, incluyendo el aprendizaje profundo y sus aplicaciones en diversos campos. Parte II: Nivel de aplicaciones En esta sección se examinan las tecnologías integradoras que proporcionan aplicaciones inteligentes en las empresas y la industria. Analiza las aplicaciones recientes y nuevas de la visión computarizada y el aprendizaje profundo, destacando su impacto en diversos sectores como la salud, las finanzas, el transporte y la educación. Parte III: La supervivencia de la humanidad Aquí, el libro cambia el enfoque hacia la necesidad de un paradigma personal para percibir el proceso tecnológico del desarrollo del conocimiento moderno. Destaca la importancia de comprender la evolución de la tecnología y su potencial para unir a las personas en un Estado en guerra. autor sostiene que al adoptar estas tecnologías, los seres humanos pueden asegurar su supervivencia y la de la humanidad en general.
La trama del libro ruota intorno all'evoluzione delle tecnologie, in particolare l'intelligenza delle macchine, la visione informatica e l'elaborazione del linguaggio naturale. Mentre le macchine diventano sempre più interattive e intelligenti, possono rivoluzionare diversi settori e aspetti della vita quotidiana. Il libro affronta i progressi della visione informatica e degli strumenti che rendono la visione automatica realtà e il modo in cui le macchine diventano sempre più software-definibili. Il libro è suddiviso in tre parti principali: Parte I: Livello algoritmico Questa parte viene approfondita nei dettagli tecnici dell'intelligenza delle macchine, della visione informatica e dell'elaborazione del linguaggio naturale, spiegando gli algoritmi sottostanti e le loro capacità. Esso comprende le tecnologie installate e emergenti nel campo della visione automatica, tra cui l'apprendimento approfondito e la sua applicazione in diversi ambiti. Parte II: Livello delle applicazioni In questa sezione vengono esaminate le tecnologie integrative che forniscono applicazioni intelligenti nel settore aziendale e industriale. discute delle recenti e nuove applicazioni della visione informatica e dell'apprendimento approfondito, sottolineando il loro impatto su diversi settori come la sanità, la finanza, i trasporti e l'istruzione. Parte III: La sopravvivenza dell'umanità Qui il libro sposta il focus sulla necessità di un paradigma personale della percezione del processo tecnologico di sviluppo della conoscenza moderna. Sottolinea l'importanza di comprendere l'evoluzione della tecnologia e il suo potenziale per unire le persone in uno stato in guerra. L'autore sostiene che adottando queste tecnologie, le persone possono garantire la loro sopravvivenza e la sopravvivenza dell'umanità in generale.
Die Handlung des Buches dreht sich um die Entwicklung der Technologie, insbesondere die Entwicklung von maschineller Intelligenz, Computer Vision und natürlicher Sprachverarbeitung. Da Maschinen immer interaktiver und intelligenter werden, können sie verschiedene Branchen und Aspekte des täglichen bens revolutionieren. Das Buch untersucht die Fortschritte in Computer Vision und Instrumenten, die Machine Vision Realität machen, und wie Maschinen zunehmend softwaredefiniert werden. Das Buch ist in drei Hauptteile gegliedert: Teil I: Algorithmische Ebene Dieser Teil vertieft sich in die technischen Details von maschineller Intelligenz, Computer Vision und natürlicher Sprachverarbeitung und erklärt die zugrunde liegenden Algorithmen und ihre Möglichkeiten. Es umfasst etablierte und aufstrebende Technologien im Bereich der Bildverarbeitung, einschließlich Deep arning und dessen Anwendung in verschiedenen Bereichen. Teil II: Anwendungsebene In diesem Abschnitt werden integrative Technologien untersucht, die intelligente Anwendungen in Wirtschaft und Industrie ermöglichen. Es diskutiert die jüngsten und neuen Anwendungen von Computer Vision und Deep arning und hebt deren Auswirkungen auf verschiedene Sektoren wie Gesundheit, Finanzen, Transport und Bildung hervor. Teil III: Das Überleben der Menschheit Hier verschiebt das Buch den Fokus auf die Notwendigkeit eines persönlichen Paradigmas der Wahrnehmung des technologischen Prozesses der Entwicklung des modernen Wissens. Es betont, wie wichtig es ist, die Entwicklung der Technologie und ihr Potenzial zu verstehen, um Menschen in einem kriegführenden Staat zusammenzubringen. Der Autor argumentiert, dass Menschen durch die Annahme dieser Technologien ihr Überleben und das Überleben der Menschheit als Ganzes sichern können.
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Kitabın konusu, teknolojinin evrimi, özellikle de makine zekası, bilgisayar görüşü ve doğal dil işlemenin gelişimi etrafında dönüyor. Makineler daha etkileşimli ve akıllı hale geldikçe, farklı endüstrilerde ve günlük yaşamın yönlerinde devrim yaratabilirler. Kitap, bilgisayar vizyonu ve makine vizyonunu gerçeğe dönüştüren enstrümantasyondaki gelişmeleri ve makinelerin nasıl giderek daha fazla yazılım tanımlı hale geldiğini inceliyor. Kitap üç ana bölüme ayrılmıştır: Bölüm I: Algoritmik Düzey Bu bölüm, temel algoritmaları ve yeteneklerini açıklayan makine zekası, bilgisayar görüşü ve doğal dil işlemenin teknik ayrıntılarını inceler. Derin öğrenme ve çeşitli alanlardaki uygulamaları da dahil olmak üzere makine vizyonu alanında kurulmuş ve gelişmekte olan teknolojileri kapsar. Bölüm II: Uygulama Katmanı Bu bölüm, iş dünyasında ve endüstride akıllı uygulamaları mümkün kılan bütünleştirici teknolojileri kapsar. Bilgisayar vizyonu ve derin öğrenmenin yeni ve yeni uygulamalarını tartışarak, sağlık, finans, ulaşım ve eğitim gibi çeşitli sektörler üzerindeki etkilerini vurgulamaktadır. Bölüm III: İnsanlığın Hayatta Kalması Burada, kitap, modern bilginin gelişiminin teknolojik sürecinin kişisel bir algı paradigması ihtiyacına odaklanmaktadır. Teknolojinin evrimini ve insanları savaşan bir durumda bir araya getirme potansiyelini anlamanın önemini vurgulamaktadır. Yazar, bu teknolojileri benimseyerek insanların hayatta kalmalarını ve bir bütün olarak insanlığın hayatta kalmasını sağlayabileceğini savunuyor.
تدور حبكة الكتاب حول تطور التكنولوجيا، ولا سيما تطوير الذكاء الآلي ورؤية الكمبيوتر ومعالجة اللغة الطبيعية. عندما تصبح الآلات أكثر تفاعلية وذكاء، يمكنها إحداث ثورة في الصناعات والجوانب المختلفة للحياة اليومية. يدرس الكتاب التطورات في رؤية الكمبيوتر والأجهزة التي تجعل رؤية الآلة حقيقة واقعة، وكيف أصبحت الآلات محددة بشكل متزايد. ينقسم الكتاب إلى ثلاثة أجزاء رئيسية: الجزء الأول: المستوى الخوارزمي يتعمق هذا الجزء في التفاصيل الفنية لذكاء الآلة ورؤية الكمبيوتر ومعالجة اللغة الطبيعية، موضحًا الخوارزميات الأساسية وقدراتها. وهو يغطي التكنولوجيات الراسخة والناشئة في مجال الرؤية الآلية، بما في ذلك التعلم العميق وتطبيقه في مختلف المجالات. الجزء الثاني: طبقة التطبيقات يغطي هذا القسم التقنيات التكاملية التي تمكن التطبيقات الذكية في الأعمال التجارية والصناعة. وهو يناقش التطبيقات الحديثة والجديدة للرؤية الحاسوبية والتعلم العميق، ويسلط الضوء على تأثيرها على مختلف القطاعات مثل الصحة والمالية والنقل والتعليم. الجزء الثالث: بقاء البشرية هنا، يحول الكتاب التركيز إلى الحاجة إلى نموذج شخصي للإدراك للعملية التكنولوجية لتطوير المعرفة الحديثة. ويشدد على أهمية فهم تطور التكنولوجيا وإمكاناتها للجمع بين الناس في حالة حرب. ويجادل المؤلف بأنه من خلال اعتماد هذه التقنيات، يمكن للبشر ضمان بقائهم وبقاء البشرية ككل.

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