Machine Learning In Python For Visual And Acoustic Data Based Process Monitoring
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Machine Learning In Python For Visual And Acoustic Data Based Process Monitoring
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Author : Ankur Kumar
language : en
Publisher: MLforPSE
Release Date : 2024-04-24
Machine Learning In Python For Visual And Acoustic Data Based Process Monitoring written by Ankur Kumar and has been published by MLforPSE this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-04-24 with Computers categories.
This book is designed to help readers gain quick familiarity with deep learning-based computer vision and abnormal equipment sound detection techniques. The book helps you take your first step towards learning how to use convolutional neural networks (the ANN architecture that is behind the modern revolution in computer vision) and build image sensor-based manufacturing defect detection solutions. A quick introduction is also provided to how modern predictive maintenance solutions can be built for process critical equipment by analyzing the sound generated by the equipment. Overall, this short eBook sets the foundation with which budding process data scientists can confidently navigate the world of modern computer vision and acoustic monitoring.
Recent Advances In Manufacturing Engineering And Processes
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Author : Ramesh K. Agarwal
language : en
Publisher: Springer Nature
Release Date : 2023-01-31
Recent Advances In Manufacturing Engineering And Processes written by Ramesh K. Agarwal and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-01-31 with Technology & Engineering categories.
This book comprises state-of-the-art papers in manufacturing engineering & processes including computer-aided design and manufacturing, environmentally sustainable manufacturing processes, modelling, analysis, and simulation of manufacturing processes, composite materials manufacturing, nanomaterials and nano-manufacturing, semiconductor materials manufacturing, rapid manufacturing technologies, 3D printing and non-traditional manufacturing engineering and processes. In particular, the papers in the book cover latest advances especially in 3D printing and additive manufacturing techniques and processes for sustainable materials including ceramic and polymer-matrix composite where there is paucity of good papers in the literature. The contents of this volume will be useful to researchers and practicing engineers alike.
Machine And Deep Learning Solutions For Achieving The Sustainable Development Goals
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Author : Ruiz-Vanoye, Jorge A.
language : en
Publisher: IGI Global
Release Date : 2025-03-07
Machine And Deep Learning Solutions For Achieving The Sustainable Development Goals written by Ruiz-Vanoye, Jorge A. and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-03-07 with Computers categories.
Achieving the United Nations' Sustainable Development Goals (SDGs) requires innovative solutions that address global challenges such as climate change, poverty, and social inequality. Artificial intelligence (AI), machine learning, and data-driven technologies offer transformative potential by optimizing resource management, improving healthcare outcomes, and enhancing decision-making processes. However, integrating AI into sustainable development efforts presents ethical, technical, and policy-related challenges that must be carefully navigated. A multidisciplinary approach is essential to ensure these technologies are applied inclusively and responsibly, maximizing their positive societal impact. Machine and Deep Learning Solutions for Achieving the Sustainable Development Goals enhances understanding and application of machine learning, deep learning, data mining and AI technologies in the context of the SDGs. It fills the gap by linking theory and practice and addresses both the opportunities and challenges inherent in this intersection. Covering topics such as demand side management, agricultural productivity, and smart manufacturing, this book is an excellent resource for engineers, computer scientists, practitioners, policymakers, professionals, researchers, scholars, academicians, and more.
Acoustic Communication Analysis For Understanding Animal Behavior
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Author : Sara Anna Bonini
language : en
Publisher: Frontiers Media SA
Release Date : 2022-09-13
Acoustic Communication Analysis For Understanding Animal Behavior written by Sara Anna Bonini and has been published by Frontiers Media SA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-09-13 with Science categories.
Hands Free Python Mastering Voice Control And Speech Recognition For Application Development
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Author : Omer Greene
language : en
Publisher: MIECO LLC
Release Date : 2025-04-03
Hands Free Python Mastering Voice Control And Speech Recognition For Application Development written by Omer Greene and has been published by MIECO LLC this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-04-03 with Computers categories.
Discover the future of programming with Hands-Free Python, a revolutionary guide that takes you into the world of voice control and speech recognition. This book is designed for developers and tech enthusiasts eager to explore the cutting-edge capabilities of Python in the realm of voice-activated applications. Imagine creating sophisticated applications that respond to your voice commands, making the development process more intuitive and efficient than ever before. Throughout the book, you will uncover a wealth of content that transforms your understanding of Python programming. From the basics of setting up voice recognition tools to advanced techniques for integrating speech-to-text and text-to-speech functionalities, Hands-Free Python covers it all. Each chapter builds on the previous one, ensuring a comprehensive learning experience that takes you from novice to expert. The book tackles the common challenges faced by developers when working with voice-controlled applications. It provides practical solutions to issues such as handling background noise, improving accuracy in speech recognition, and optimizing the performance of voice-activated systems. By addressing these problems head-on, Hands-Free Python equips you with the knowledge and skills to create seamless and reliable voice-controlled applications.
Integrated Process Modeling Advanced Control And Data Analytics For Optimizing Polyolefin Manufacturing
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Author : Y. A. Liu
language : en
Publisher: John Wiley & Sons
Release Date : 2023-07-25
Integrated Process Modeling Advanced Control And Data Analytics For Optimizing Polyolefin Manufacturing written by Y. A. Liu and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-07-25 with Technology & Engineering categories.
Integrated Process Modeling, Advanced Control and Data Analytics for Optimizing Polyolefin Manufacturing Detailed resource on the “Why,” “What,” and “How” of integrated process modeling, advanced control and data analytics explained via hands-on examples and workshops for optimizing polyolefin manufacturing. Integrated Process Modeling, Advanced Control and Data Analytics for Optimizing Polyolefin Manufacturing discusses, as well as demonstrates, the optimization of polyolefin production by covering topics from polymer process modeling and advanced process control to data analytics and machine learning, and sustainable design and industrial practice. The text also covers practical problems, handling of real data streams, developing the right level of detail, and tuning models to the available data, among other topics, to allow for easy translation of concepts into practice. Written by two highly qualified authors, Integrated Process Modeling, Advanced Control and Data Analytics for Optimizing Polyolefin Manufacturing includes information on: Segment-based modeling of polymer processes; selection of thermodynamic methods; estimation of physical properties for polymer process modeling Reactor modeling, convergence tips and data-fit tool; free radical polymerization (LDPE, EVA and PS), Ziegler-Natta polymerization (HDPE, PP, LLPDE, and EPDM) and ionic polymerization (SBS rubber) Improved polymer process operability and control through steady-state and dynamic simulation models Model-predictive control of polyolefin processes and applications of multivariate statistics and machine learning to optimizing polyolefin manufacturing Integrated Process Modeling, Advanced Control and Data Analytics for Optimizing Polyolefin Manufacturing enables readers to make full use of advanced computer models and latest data analytics and machine learning tools for optimizing polyolefin manufacturing, making it an essential resource for undergraduate and graduate students, researchers, and new and experienced engineers involved in the polyolefin industry.
Python For Machine Learning And Natural Language Processing In Robotics And Autonomous Vehicles
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Author : Mr. Akash Arun Kumar Soumya
language : en
Publisher: BUDHA PUBLICATION
Release Date :
Python For Machine Learning And Natural Language Processing In Robotics And Autonomous Vehicles written by Mr. Akash Arun Kumar Soumya and has been published by BUDHA PUBLICATION this book supported file pdf, txt, epub, kindle and other format this book has been release on with Computers categories.
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Ecppm 2021 Ework And Ebusiness In Architecture Engineering And Construction
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Author : Vitaly Semenov
language : en
Publisher: CRC Press
Release Date : 2021-07-25
Ecppm 2021 Ework And Ebusiness In Architecture Engineering And Construction written by Vitaly Semenov and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-07-25 with Computers categories.
eWork and eBusiness in Architecture, Engineering and Construction 2021 collects the papers presented at the 13th European Conference on Product and Process Modelling (ECPPM 2021, Moscow, 5-7 May 2021). The contributions cover a wide spectrum of thematic areas that hold great promise towards the advancement of research and technological development targeted at the digitalization of the AEC/FM (Architecture, Engineering, Construction and Facilities Management) domains. High quality contributions are devoted to critically important problems that arise, including: Information and Knowledge Management Semantic Web and Linked Data Communication and Collaboration Technologies Software Interoperability BIM Servers and Product Lifecycle Management Systems Digital Twins and Cyber-Physical Systems Sensors and Internet of Things Big Data Artificial and Augmented Intelligence in AEC Construction Management 5D/nD Modelling and Planning Building Performance Simulation Contract, Cost and Risk Management Safety and Quality Sustainable Buildings and Urban Environments Smart Buildings and Cities BIM Standardization, Implementation and Adoption Regulatory and Legal Aspects BIM Education and Training Industrialized Production, Smart Products and Services Over the past quarter century, the biennial ECPPM conference series, as the oldest BIM conference, has provided researchers and practitioners with a unique platform to present and discuss the latest developments regarding emerging BIM technologies and complementary issues for their adoption in the AEC/FM industry.
Duetting And Turn Taking Patterns Of Singing Mammals From Genes To Vocal Plasticity And Beyond
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Author : Patrice Adret
language : en
Publisher: Frontiers Media SA
Release Date : 2023-10-23
Duetting And Turn Taking Patterns Of Singing Mammals From Genes To Vocal Plasticity And Beyond written by Patrice Adret and has been published by Frontiers Media SA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-10-23 with Science categories.
Mammalian vocal duets and turn-taking exchanges — long, coordinated acoustic signals exchanged between two individuals— are primarily found in family-living, pair-bonded mammals with a socially monogamous lifestyle (some rodents, some lemurs, tarsiers, titi monkeys, a Mentawai langur, gibbons and siamangs). Duetting and turn-taking patterns combine visual, chemical, tactile and auditory cues to produce some of the most exuberant displays in the realm of animal communication. How and why such phenotypes evolved independently across main lineages are fundamental questions at the core of the nature-nurture debate. Duetting styles ranging from antiphonal (non-overlapping) to simultaneous (overlapping) emissions have now been documented in various taxa, some of which are quite reminiscent of turn-taking rules in human conversation. Nonetheless, much remains to be learned about this complex motor skill, and at all four levels of analysis, namely (1) developmental processes, (2) causal mechanisms (3) functional properties and (4) evolutionary history. Given the strong link between this form of coordinated singing and pair-bonding, gaining a deeper understanding of this kind of cooperative behavior will likely shed more light on the deep evolutionary roots of human culture, language and music.
Medical Image Computing And Computer Assisted Intervention Miccai 2022
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Author : Linwei Wang
language : en
Publisher: Springer Nature
Release Date : 2022-09-16
Medical Image Computing And Computer Assisted Intervention Miccai 2022 written by Linwei Wang and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-09-16 with Computers categories.
The eight-volume set LNCS 13431, 13432, 13433, 13434, 13435, 13436, 13437, and 13438 constitutes the refereed proceedings of the 25th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2022, which was held in Singapore in September 2022. The 574 revised full papers presented were carefully reviewed and selected from 1831 submissions in a double-blind review process. The papers are organized in the following topical sections: Part I: Brain development and atlases; DWI and tractography; functional brain networks; neuroimaging; heart and lung imaging; dermatology; Part II: Computational (integrative) pathology; computational anatomy and physiology; ophthalmology; fetal imaging; Part III: Breast imaging; colonoscopy; computer aided diagnosis; Part IV: Microscopic image analysis; positron emission tomography; ultrasound imaging; video data analysis; image segmentation I; Part V: Image segmentation II; integration of imaging with non-imaging biomarkers; Part VI: Image registration; image reconstruction; Part VII: Image-Guided interventions and surgery; outcome and disease prediction; surgical data science; surgical planning and simulation; machine learning – domain adaptation and generalization; Part VIII: Machine learning – weakly-supervised learning; machine learning – model interpretation; machine learning – uncertainty; machine learning theory and methodologies.