Deep learning systems have gotten really great at identifying patterns in text, images, and video. But applications that create realistic images, natural sentences and paragraphs, or native-quality translations have proven elusive. Generative Adversarial Networks, or GANs, offer a promising solution to these challenges by pairing two competing neural networks' one that generates content and the other that rejects samples that are of poor quality. GANs in Action: Deep learning with Generative Adversarial Networks teaches you how to build and train your own generative adversarial networks. First, you'll get an introduction to generative modelling and how GANs work, along with an overview of their potential uses. Then, you'll start building your own simple adversarial system, as you explore the foundation of GAN architecture: the generator and discriminator networks. Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications.
Deep learning systems have gotten really great at identifying patterns in text, images, and video. But applications that create realistic images, natural sentences and paragraphs, or native-quality translations have proven elusive. Generative Adversarial Networks, or GANs, offer a promising solution to these challenges by pairing two competing neural networks' one that generates content and the other that rejects samples that are of poor quality. GANs in Action: Deep learning with Generative Adversarial Networks teaches you how to build and train your own generative adversarial networks. First, you'll get an introduction to generative modelling and how GANs work, along with an overview of their potential uses. Then, you'll start building your own simple adversarial system, as you explore the foundation of GAN architecture: the generator and discriminator networks. Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications.
Derived from the renowned multi-volume International Encyclopaedia of Laws, this practical guide to information technology law – the law affecting information and communication technology (ICT) – in the Czech Republic covers every aspect of the subject, including the regulation of digital markets, intellectual property rights in the digital context, relevant competition rules, drafting and negotiating ICT-related contracts, electronic transactions, and cybercrime. Lawyers who handle transnational matters will appreciate the detailed explanation of specific characteristics of practice and procedure. Following a general introduction, the monograph assembles its information and guidance in six main areas of practice: (1) the regulatory framework of digital markets, including legal aspects of standardization, international private law applied to the online context, telecommunications law, regulation of audio-visual services and online commercial platforms; (2) online public services including e-government, e-health and online voting; (3) contract law with regard to software, hardware, networks and related services, with special attention to case law in this area, rules with regard to electronic evidence, regulation of electronic signatures, online financial services and electronic commerce; (4) software protection, legal protection of databases or chips, and other intellectual property matters; (5) the legal framework regarding cybersecurity and (6) the application of criminal procedure and substantive criminal law in the area of cybercrime. Its succinct yet scholarly nature, as well as the practical quality of the information it provides, make this monograph a valuable time-saving tool for business and legal professionals alike. Lawyers representing parties with interests in the Czech Republic will welcome this very useful guide, and academics and researchers will appreciate its value in the study of comparative law in this relatively new and challenging field.
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