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Fundamentals of Deep Learning and Computer Vision
Master Computer Vision concepts using Deep Learning with easy-to-follow steps DESCRIPTIONÊ This book starts with setting up a Python virtual environment with the deep learning framework TensorFlow and then introduces the fundamental concepts of TensorFlow. Before moving on to Computer Vision, you will learn about neural networks and related aspects such as loss functions, gradient descent optimization, activation functions and how backpropagation works for training multi-layer perceptrons. To understand how the Convolutional Neural Network (CNN) is used for computer vision problems, you need to learn about the basic convolution operation. You will learn how CNN is different from a multi-lay...
Measurements in Radiology Made Easy®
Radiology though being restricted to only analyzing images, carries a greater depth to it in encompassing all the forms and fields of medicine from embryology, pathology to treatment and its response. The importance of radiology in the present set-up is very high and no patient work-up is complete without a radiological investigation. Quantitative and qualitative perspectives have always been the two sides of a coin in radiology. Both have been synergistic to each other in not only identifying the lesion, characterizing it but also in guiding effective planning of management, its execution and follow-up. The role of measurements so plays a more integral part at all these levels. Measurements...
Internet Jurisdiction Law and Practice
From a technological standpoint, geography is largely irrelevant. Data flows through the internet without regard for political borders or territories. Services, communication, and interaction can occur online between persons who may be in different countries. Illegal activities, like hacking, cyberespionage, propagating terrorist propaganda, defamation, revenge porn, and illegal marketplaces may all be remotely targeted and accessed from various countries. As such, the internet has created an interesting and complex set of challenges for the concept of jurisdiction and conflicts of law. This title takes a comparative approach covering the EU, UK, US, Germany, and China. Broken into four part...
Tapestry of Life
“Is it not that each moment that we live now becomes a story later?” With stories and poems collected from incredible writers, Tapestry of Life explores the themes of losing hope, falling in love, and finding peace. The title highlights how every story that we live is a thread and is woven in the fabric of time which in the end becomes a beautiful tapestry.
Competition Law in India
In the last few years, the Competition Commission of India has been extremely assertive in its enforcement outlook, especially in the digital markets. Additionally, the relevance of competition law in India continues to grow in importance as investment activity increases. This comprehensive, practical guide outlines the highly distinctive manner in which competition law is interpreted in this major global market. Highlighting the key aspects of Indian competition law, a leading competition law practitioner describes elements of Indian competition law encompassing the following: the dual regulatory-judicial nature of the Competition Commission; investigatory powers of the Commission’s Direc...
Killer Acquisitions in Digital Markets: An Analysis of the EU Merger Control Regime
In her PhD thesis, Giulia Aurélie Sonderegger analyses killer acquisitions, which, in short, are acquisitions that aim to pre-empt potential future competition at an early stage. While this phenomenon was originally discovered in pharmaceutical markets, this thesis exclusively discusses killer acquisitions in the context of digital markets, thereby primarily focusing on the current European Merger Control Regulation (EUMR). The main research question is whether the EUMR is appropriate to tackle killer acquisitions occurring in digital markets, and if not, in what ways it needs to be amended to better address the challenges in the future. To tackle this question, the author assesses both the economic and legal effects of killer acquisitions on merger control in digital markets and, based on her findings, suggests amendments to the current European merger control regime. For a more comprehensive analysis, this thesis also includes an assessment of the recently enacted Digital Markets Act (DMA) to ascertain whether this regulation may serve as an additional tool to remedy such transactions.
Recent Developments in Electrical and Electronics Engineering
This book contains cutting-edge research content presented by researchers, engineers, developers, and practitioners from academia and industry at the International Conference on Recent Developments in Electrical and Electronics Engineering (ICRDEEE 2022). The materials in the book include theory and applications for different areas of Electrical and Electronics Engineering. The topics covered include power systems and protection, energy, electric vehicles, smart grid, semiconductor technologies, electrical machines and drives, control systems with artificial intelligence, etc. The content is useful for researchers, professionals, and academicians in understanding current research trends, findings, and future scope of research in electrical and electronics engineering models.
Interpretation of Statutes
EduGorilla Publication is a trusted name in the education sector, committed to empowering learners with high-quality study materials and resources. Specializing in competitive exams and academic support, EduGorilla provides comprehensive and well-structured content tailored to meet the needs of students across various streams and levels.
The Regulation of International Trade
Drawing on a wide variety of classic and contemporary sources, respected authors Trebilcock, Howse and Eliason here provide a critical analysis of the institutions and agreements that have shaped international trade rules. In light of the growing debate over globalization, they include special sections with examinations of topics such as: agriculture services and Trade-Related Intellectual Property Rights labour rights the environment migration competition. Drawing on previous highly praised editions, this comprehensive text is an invaluable guide to students of economics, law, politics and international relations. Now fully updated, this fourth edition includes full coverage of new developments including the Doha trade round, the proliferation of Preferential Trade Agreements, the debate on trade, climate change and green energy, the response of the trading system to the 2007--10 financial and economic crisis, the controversy over trade and exchange rate manipulation, and the growing body of WTO dispute resolution case law.
The Regulation of Subsidies Within the General Agreement on Trade in Services of the WTO
"The General Agreement on Trade in Services (GATS) extends the multilateral trading system to services. Little is said In the GATS about subsidies, beyond stipulating that subsidies are subject to the existing provisions, including the most-favoured-nation and national-treatment principles, and that Members shall enter into negotiations with a view to developing the disciplines necessary to avoid the trade distorting effects of subsidies." "This timely book provides a comprehensive analysis of services subsidies under the GATS. It begins with a description of services and trade in services, and of the salient characteristics that make regulation of services subsidies more complex than those ...
