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de Aurélien Géron ...

The potential of machine learning today is extraordinary, yet many aspiring developers and tech professionals find themselves daunted by its complexity. Whether you're looking to enhance your skill set and apply machine learning to real-world projects or are simply curious about how AI systems function, this book is your jumping-off place.With an approachable yet deeply informative style, author ... Citiți mai mult

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The potential of machine learning today is extraordinary, yet many aspiring developers and tech professionals find themselves daunted by its complexity. Whether you're looking to enhance your skill set and apply machine learning to real-world projects or are simply curious about how AI systems function, this book is your jumping-off place.With an approachable yet deeply informative style, author
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Deep Learning

de John D. Kelleher ...

Seria seria The MIT Press Essential Knowledge series
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Deep learning networks are getting smaller. Much smaller. The Google Assistant team can detect words with a model just 14 kilobytes in size—small enough to run on a microcontroller. With this practical book you’ll enter the field of TinyML, where deep learning and embedded systems combine to make astounding things possible with tiny devices.Pete Warden and Daniel Situnayake explain how you can ... Citiți mai mult

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Shitsukan—Understanding and Manipulating Material and Quality Perception

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Seria seria Computer Science (R0)
This open-access book presents interdisciplinary research on "Shitsukan" a unique Japanese word that refers to the qualitative, immeasurable attributes pertaining to the materials and quality of objects and scenes. Through the perception of the wide and rich varieties of Shitsukan, humans can gain essential information for their daily lives, perceive the richness of the world, judge the value of ... Citiți mai mult

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This open-access book presents interdisciplinary research on "Shitsukan" a unique Japanese word that refers to the qualitative, immeasurable attributes pertaining to the materials and quality of objects and scenes. Through the perception of the wide and rich varieties of Shitsukan, humans can gain essential information for their daily lives, perceive the richness of the world, judge the value of
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Kernel Methods and Machine Learning

de S. Y. Kung ...

Offering a fundamental basis in kernel-based learning theory, this book covers both statistical and algebraic principles. It provides over 30 major theorems for kernel-based supervised and unsupervised learning models. The first of the theorems establishes a condition, arguably necessary and sufficient, for the kernelization of learning models. In addition, several other theorems are devoted to ... Citiți mai mult

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Offering a fundamental basis in kernel-based learning theory, this book covers both statistical and algebraic principles. It provides over 30 major theorems for kernel-based supervised and unsupervised learning models. The first of the theorems establishes a condition, arguably necessary and sufficient, for the kernelization of learning models. In addition, several other theorems are devoted to
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Integrated Imaging and Vision Techniques for Industrial Inspection

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Editat de Zheng Liu, Hiroyuki Ukida, Pradeep Ramuhalli, Kurt Niel ...

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This pioneering text/reference presents a detailed focus on the use of machine vision techniques in industrial inspection applications. An internationally renowned selection of experts provide insights on a range of inspection tasks, drawn from their cutting-edge work in academia and industry, covering practical issues of vision system integration for real-world applications. Topics and features: ... Citiți mai mult

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This pioneering text/reference presents a detailed focus on the use of machine vision techniques in industrial inspection applications. An internationally renowned selection of experts provide insights on a range of inspection tasks, drawn from their cutting-edge work in academia and industry, covering practical issues of vision system integration for real-world applications. Topics and features:
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Advanced Research in Technologies, Information, Innovation and Sustainability

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Seria Cartea 2 - Springer Nature Proceedings Computer Science
The three-volume set CCIS 1935, 1936 and 1937 constitutes the refereed post-conference proceedings of the Third International Conference, ARTIIS 2023, Madrid, Spain, October 18–20, 2023, Proceedings. The 98 revised full papers presented in these proceedings were carefully reviewed and selected from 297 submissions. The papers are organized in the following topical sections:Part I:Computing ... Citiți mai mult

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Advances in Artificial Intelligence and Security

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Seria Cartea 1 - Springer Nature Proceedings Computer Science
The 3-volume set CCIS 1586, CCIS 1587 and CCIS 1588 constitutes the refereed proceedings of the 8th International Conference on Artificial Intelligence and Security, ICAIS 2022, which was held in Qinghai, China, in July 2022.The total of 115 full papers and 53 short papers presented in this 3-volume proceedings was carefully reviewed and selected from 1124 submissions. The papers were organized in ... Citiți mai mult

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Image and Video Color Editing

de Shiguang Liu ...

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This book covers image and video color editing research advances over the last two decades. Bringing readers up to speed on digital image and video editing techniques and research, the book delves into an area that has attracted much attention from researchers due to the rapid development of computer graphics and the widespread prevalence of digital cameras and mobile phones in daily life. Readers ... Citiți mai mult

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de Channapragada Rama Seshagiri Rao, Munaga V.N.K. Prasad ...

Seria seria Computer Science (R0)
This book describes the design, development, and testing of a novel digital watermarking technique for color images using Magic Square and Ridgelet transforms. The novel feature of the method is that it generates and uses multiple copies of the digital watermark. The book describes how the method was tested for embedding digital watermarks into color cover images, resulting in very high PSNR value ... Citiți mai mult

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Advances in Signal and Data Processing

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Seria seria Springer Nature Proceedings excluding Computer Science
This book presents the select peer-reviewed proceedings of the International Conference on Signal and Data Processing (ICSDP) 2019. It examines and deliberates on the recent progresses in the areas of communication and signal processing. The book includes topics on the recent advances in the areas of wired and wireless communication, low complexity architecture of MIMO receivers, applications on ... Citiți mai mult

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Pattern Recognition and Computer Vision

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Seria Cartea 12 - Springer Nature Proceedings Computer Science
This 15-volume set LNCS 15031-15045 constitutes the refereed proceedings of the 7th Chinese Conference on Pattern Recognition and Computer Vision, PRCV 2024, held in Urumqi, China, during October 18–20, 2024.The 579 full papers presented were carefully reviewed and selected from 1526 submissions. The papers cover various topics in the broad areas of pattern recognition and computer vision, ... Citiți mai mult

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International Conference on Applied Technologies

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Seria Cartea 2 - Springer Nature Proceedings Computer Science
The three-volume proceedings set CCIS 2049, 2050 and 2051 constitutes the refereed proceedings of the 5th International Conference on Applied Technologies on International Conference on Applied Technologies, ICAT 2023, held in Samborondon, Ecuador, November 22–24, 2023.The 66 papers included in these proceedings were carefully reviewed and selected from 250 submissions. They are organizedin ... Citiți mai mult

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The LLM Engineering Bible

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Ready to build, develop, and scale LLM systems that actually work?This comprehensive, full-color guide gives you the framework to go from concept to production in just 30 days.You're Not Just Learning LLMs - You're Engineering the FutureUnlike generic AI handbooks, this guide is written for practitioners who want real systems, not just toy projects. You'll learn to think like an LLM engineer, ... Citiți mai mult

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Mathematics Of Shapes And Applications

de Sergey Kushnarev, Anqi Qiu, Laurent Younes ...

Seria Cartea 37 - Lecture Notes Series, Institute For Mathematical Sciences, National University Of Singapore
Understanding how a single shape can incur a complex range of transformations, while defining the same perceptually obvious figure, entails a rich and challenging collection of problems, at the interface between applied mathematics, statistics and computer science. The program on Mathematics of Shapes and Applications, was held at the Institute for Mathematical Sciences at the National University ... Citiți mai mult

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Understanding how a single shape can incur a complex range of transformations, while defining the same perceptually obvious figure, entails a rich and challenging collection of problems, at the interface between applied mathematics, statistics and computer science. The program on Mathematics of Shapes and Applications, was held at the Institute for Mathematical Sciences at the National University
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Cellular Image Classification

de Xiang Xu, Xingkun Wu, Feng Lin ...

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This book introduces new techniques for cellular image feature extraction, pattern recognition and classification. The authors use the antinuclear antibodies (ANAs) in patient serum as the subjects and the Indirect Immunofluorescence (IIF) technique as the imaging protocol to illustrate the applications of the described methods. Throughout the book, the authors provide evaluations for the proposed ... Citiți mai mult

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This book introduces new techniques for cellular image feature extraction, pattern recognition and classification. The authors use the antinuclear antibodies (ANAs) in patient serum as the subjects and the Indirect Immunofluorescence (IIF) technique as the imaging protocol to illustrate the applications of the described methods. Throughout the book, the authors provide evaluations for the proposed
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Pattern Recognition and Artificial Intelligence

4th International Conference, ICPRAI 2024, Jeju Island, South Korea, South Korea, July 03–06, 2024, Proceedings, Part I

Editat de Christian Wallraven, Cheng-Lin Liu, Arun Ross ...

Seria Cartea 1 - Springer Nature Proceedings Computer Science
This volume constitutes the refereed proceedings of the 4th International Conference on Pattern Recognition and Artificial Intelligence, ICPRAI 2024, held in Jeju Island, South Korea, during July 03-06, 2024.The 69 full papers presented together with 08 short papers were carefully reviewed and selected from a total of 135 submissions. The conference focuses on topics that includes advanced deep ... Citiți mai mult

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This volume constitutes the refereed proceedings of the 4th International Conference on Pattern Recognition and Artificial Intelligence, ICPRAI 2024, held in Jeju Island, South Korea, during July 03-06, 2024.The 69 full papers presented together with 08 short papers were carefully reviewed and selected from a total of 135 submissions. The conference focuses on topics that includes advanced deep
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Foundation Models for General Medical AI

Second International Workshop, MedAGI 2024, Held in Conjunction with MICCAI 2024, Marrakesh, Morocco, October 6, 2024, Proceedings

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Seria seria Springer Nature Proceedings Computer Science
This book constitutes the refereed proceedings from the Second International Workshop on Foundation Models for General Medical AI, MedAGI 2024, held in conjunction with the 27th International conference on Medical Image Computing and Computer Assisted Intervention, MICCAI 2024, in Marrakesh, Morocco in October 2024.The 17 papers included in this book were carefully reviewed and selected from 26 ... Citiți mai mult

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This book constitutes the refereed proceedings from the Second International Workshop on Foundation Models for General Medical AI, MedAGI 2024, held in conjunction with the 27th International conference on Medical Image Computing and Computer Assisted Intervention, MICCAI 2024, in Marrakesh, Morocco in October 2024.The 17 papers included in this book were carefully reviewed and selected from 26
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Mastering Azure Machine Learning

Execute large-scale end-to-end machine learning with Azure

de Marcel Alsdorf, Christoph Körner ...

Supercharge and automate your deployments to Azure Machine Learning clusters and Azure Kubernetes Service using Azure Machine Learning servicesKey FeaturesImplement end-to-end machine learning pipelines on AzureTrain deep learning models using Azure compute infrastructureDeploy machine learning models using MLOpsBook DescriptionAzure Machine Learning is a cloud service for accelerating and ... Citiți mai mult

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Supercharge and automate your deployments to Azure Machine Learning clusters and Azure Kubernetes Service using Azure Machine Learning servicesKey FeaturesImplement end-to-end machine learning pipelines on AzureTrain deep learning models using Azure compute infrastructureDeploy machine learning models using MLOpsBook DescriptionAzure Machine Learning is a cloud service for accelerating and
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Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications

24th Iberoamerican Congress, CIARP 2019, Havana, Cuba, October 28-31, 2019, Proceedings

Editat de Ingela Nyström, Yanio Hernández Heredia, Vladimir Milián Núñez ...

Seria seria Springer Nature Proceedings Computer Science
This book constitutes the refereed conference proceedings of the 24rd Iberoamerican Congress on Pattern Recognition, CIARP 2019, held in Havana, Cuba, in October 2019.The 70 papers presented were carefully reviewed and selected from 128 submissions.The papers are organized in topical sections named: Data Mining: Natural Language Processing and Text Mining; Image Analysis and Retrieval; Machine ... Citiți mai mult

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This book constitutes the refereed conference proceedings of the 24rd Iberoamerican Congress on Pattern Recognition, CIARP 2019, held in Havana, Cuba, in October 2019.The 70 papers presented were carefully reviewed and selected from 128 submissions.The papers are organized in topical sections named: Data Mining: Natural Language Processing and Text Mining; Image Analysis and Retrieval; Machine
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This new volume provides in-depth and detailed knowledge about the latest research in image processing and computer vision techniques. Explaining the machine learning algorithms and models involved, the authors differentiate between the various algorithms available and how to choose which to use for the most precise results for a specific task involving certain constraints. The volume provides ... Citiți mai mult

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This new volume provides in-depth and detailed knowledge about the latest research in image processing and computer vision techniques. Explaining the machine learning algorithms and models involved, the authors differentiate between the various algorithms available and how to choose which to use for the most precise results for a specific task involving certain constraints. The volume provides
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Advances in Intelligent Systems and Computing IV

Selected Papers from the International Conference on Computer Science and Information Technologies, CSIT 2019, September 17-20, 2019, Lviv, Ukraine

Editat de Natalya Shakhovska, Mykola O. Medykovskyy ...

Seria seria Springer Nature Proceedings excluding Computer Science
This book reports on new theories and applications in the field of intelligent systems and computing. It covers computational and artificial intelligence methods, as well as advances in computer vision, current issues in big data and cloud computing, computation linguistics, and cyber-physical systems. It also reports on important topics in intelligent information management.Written by active ... Citiți mai mult

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This book reports on new theories and applications in the field of intelligent systems and computing. It covers computational and artificial intelligence methods, as well as advances in computer vision, current issues in big data and cloud computing, computation linguistics, and cyber-physical systems. It also reports on important topics in intelligent information management.Written by active
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Recomandate pentru dvs.

Vedere computerizată Cărți electronice

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Deep Learning

TinyML

Shitsukan—Understanding and Manipulating Material and Quality Perception

Kernel Methods and Machine Learning

Integrated Imaging and Vision Techniques for Industrial Inspection

Advanced Research in Technologies, Information, Innovation and Sustainability

Advances in Artificial Intelligence and Security

Image and Video Color Editing

Digital Watermarking Techniques in Curvelet and Ridgelet Domain

Advances in Signal and Data Processing

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Pattern Recognition and Artificial Intelligence

Foundation Models for General Medical AI

Mastering Azure Machine Learning

Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications

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Advances in Intelligent Systems and Computing IV