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Book Synopsis Practical Deep Learning for Cloud, Mobile, and Edge by : Anirudh Koul
Download or read book Practical Deep Learning for Cloud, Mobile, and Edge written by Anirudh Koul and published by "O'Reilly Media, Inc.". This book was released on 2019-10-14 with total page 585 pages. Available in PDF, EPUB and Kindle. Book excerpt: Whether you’re a software engineer aspiring to enter the world of deep learning, a veteran data scientist, or a hobbyist with a simple dream of making the next viral AI app, you might have wondered where to begin. This step-by-step guide teaches you how to build practical deep learning applications for the cloud, mobile, browsers, and edge devices using a hands-on approach. Relying on years of industry experience transforming deep learning research into award-winning applications, Anirudh Koul, Siddha Ganju, and Meher Kasam guide you through the process of converting an idea into something that people in the real world can use. Train, tune, and deploy computer vision models with Keras, TensorFlow, Core ML, and TensorFlow Lite Develop AI for a range of devices including Raspberry Pi, Jetson Nano, and Google Coral Explore fun projects, from Silicon Valley’s Not Hotdog app to 40+ industry case studies Simulate an autonomous car in a video game environment and build a miniature version with reinforcement learning Use transfer learning to train models in minutes Discover 50+ practical tips for maximizing model accuracy and speed, debugging, and scaling to millions of users
Book Synopsis Reverse Image Search by : Fouad Sabry
Download or read book Reverse Image Search written by Fouad Sabry and published by One Billion Knowledgeable. This book was released on 2024-05-05 with total page 84 pages. Available in PDF, EPUB and Kindle. Book excerpt: What is Reverse Image Search Reverse image search is a content-based image retrieval (CBIR) query technique that involves providing the CBIR system with a sample image that it will then base its search upon; in terms of information retrieval, the sample image is very useful. In particular, reverse image search is characterized by a lack of search terms. This effectively removes the need for a user to guess at keywords or terms that may or may not return a correct result. Reverse image search also allows users to discover content that is related to a specific sample image or the popularity of an image, and to discover manipulated versions and derivative works. How you will benefit (I) Insights, and validations about the following topics: Chapter 1: Reverse image search Chapter 2: Web crawler Chapter 3: Image retrieval Chapter 4: Recommender system Chapter 5: Document retrieval Chapter 6: Content-based image retrieval Chapter 7: Automatic image annotation Chapter 8: Inverted index Chapter 9: Google Images Chapter 10: Social search (II) Answering the public top questions about reverse image search. (III) Real world examples for the usage of reverse image search in many fields. Who this book is for Professionals, undergraduate and graduate students, enthusiasts, hobbyists, and those who want to go beyond basic knowledge or information for any kind of Reverse Image Search.
Download or read book Image Retrieval written by Fouad Sabry and published by One Billion Knowledgeable. This book was released on 2024-05-05 with total page 75 pages. Available in PDF, EPUB and Kindle. Book excerpt: What is Image Retrieval An image retrieval system is a computer system used for browsing, searching and retrieving images from a large database of digital images. Most traditional and common methods of image retrieval utilize some method of adding metadata such as captioning, keywords, title or descriptions to the images so that retrieval can be performed over the annotation words. Manual image annotation is time-consuming, laborious and expensive; to address this, there has been a large amount of research done on automatic image annotation. Additionally, the increase in social web applications and the semantic web have inspired the development of several web-based image annotation tools. How you will benefit (I) Insights, and validations about the following topics: Chapter 1: Image retrieval Chapter 2: Information retrieval Chapter 3: Content-based image retrieval Chapter 4: Automatic image annotation Chapter 5: Google Images Chapter 6: Image meta-search Chapter 7: Visual search engine Chapter 8: Reverse image search Chapter 9: TinEye Chapter 10: Image collection exploration (II) Answering the public top questions about image retrieval. (III) Real world examples for the usage of image retrieval in many fields. Who this book is for Professionals, undergraduate and graduate students, enthusiasts, hobbyists, and those who want to go beyond basic knowledge or information for any kind of Image Retrieval.
Download or read book Fake Photos written by Hany Farid and published by MIT Press. This book was released on 2019-09-10 with total page 250 pages. Available in PDF, EPUB and Kindle. Book excerpt: A concise and accessible guide to techniques for detecting doctored and fake images in photographs and digital media. Stalin, Mao, Hitler, Mussolini, and other dictators routinely doctored photographs so that the images aligned with their messages. They erased people who were there, added people who were not, and manipulated backgrounds. They knew if they changed the visual record, they could change history. Once, altering images required hours in the darkroom; today, it can be done with a keyboard and mouse. Because photographs are so easily faked, fake photos are everywhere—supermarket tabloids, fashion magazines, political ads, and social media. How can we tell if an image is real or false? In this volume in the MIT Press Essential Knowledge series, Hany Farid offers a concise and accessible guide to techniques for detecting doctored and fake images in photographs and digital media. Farid, an expert in photo forensics, has spent two decades developing techniques for authenticating digital images. These techniques model the entire image-creation process in order to find the digital disruption introduced by manipulation of the image. Each section of the book describes a different technique for analyzing an image, beginning with those requiring minimal technical expertise and advancing to those at intermediate and higher levels. There are techniques for, among other things, reverse image searches, metadata analysis, finding image imperfections introduced by JPEG compression, image cloning, tracing pixel patterns, and detecting images that are computer generated. In each section, Farid describes the techniques, explains when they should be applied, and offers examples of image analysis.
Book Synopsis Black Hat Python, 2nd Edition by : Justin Seitz
Download or read book Black Hat Python, 2nd Edition written by Justin Seitz and published by No Starch Press. This book was released on 2021-04-13 with total page 216 pages. Available in PDF, EPUB and Kindle. Book excerpt: Fully-updated for Python 3, the second edition of this worldwide bestseller (over 100,000 copies sold) explores the stealthier side of programming and brings you all new strategies for your hacking projects. When it comes to creating powerful and effective hacking tools, Python is the language of choice for most security analysts. In Black Hat Python, 2nd Edition, you’ll explore the darker side of Python’s capabilities—writing network sniffers, stealing email credentials, brute forcing directories, crafting mutation fuzzers, infecting virtual machines, creating stealthy trojans, and more. The second edition of this bestselling hacking book contains code updated for the latest version of Python 3, as well as new techniques that reflect current industry best practices. You’ll also find expanded explanations of Python libraries such as ctypes, struct, lxml, and BeautifulSoup, and dig deeper into strategies, from splitting bytes to leveraging computer-vision libraries, that you can apply to future hacking projects. You’ll learn how to: • Create a trojan command-and-control using GitHub • Detect sandboxing and automate common malware tasks, like keylogging and screenshotting • Escalate Windows privileges with creative process control • Use offensive memory forensics tricks to retrieve password hashes and inject shellcode into a virtual machine • Extend the popular Burp Suite web-hacking tool • Abuse Windows COM automation to perform a man-in-the-browser attack • Exfiltrate data from a network most sneakily When it comes to offensive security, your ability to create powerful tools on the fly is indispensable. Learn how with the second edition of Black Hat Python. New to this edition: All Python code has been updated to cover Python 3 and includes updated libraries used in current Python applications. Additionally, there are more in-depth explanations of the code and the programming techniques have been updated to current, common tactics. Examples of new material that you'll learn include how to sniff network traffic, evade anti-virus software, brute-force web applications, and set up a command-and-control (C2) system using GitHub.
Download or read book Regretsy written by April Winchell and published by Ballantine Books. This book was released on 2010 with total page 178 pages. Available in PDF, EPUB and Kindle. Book excerpt: Showcases the best of the worst handicraft, in categories such as décor, pet humiliation, and Christmas. Based on the blog of the same name.
Book Synopsis The Image of the City by : Kevin Lynch
Download or read book The Image of the City written by Kevin Lynch and published by MIT Press. This book was released on 1964-06-15 with total page 212 pages. Available in PDF, EPUB and Kindle. Book excerpt: The classic work on the evaluation of city form. What does the city's form actually mean to the people who live there? What can the city planner do to make the city's image more vivid and memorable to the city dweller? To answer these questions, Mr. Lynch, supported by studies of Los Angeles, Boston, and Jersey City, formulates a new criterion—imageability—and shows its potential value as a guide for the building and rebuilding of cities. The wide scope of this study leads to an original and vital method for the evaluation of city form. The architect, the planner, and certainly the city dweller will all want to read this book.
Download or read book Sad, Depressed, People written by and published by . This book was released on 2012 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: David Horvitz's Sad, Depressed, People looks at a set of images circulating within stock photography collections. These photographs, in which actors are photographed holding their heads in their hands, ostensibly depressed, are here shown to contain a bizarre tension between their status as stock images and their supposedly emotional content.
Book Synopsis Content Based Image Retrieval by : Fouad Sabry
Download or read book Content Based Image Retrieval written by Fouad Sabry and published by One Billion Knowledgeable. This book was released on 2024-05-09 with total page 91 pages. Available in PDF, EPUB and Kindle. Book excerpt: What is Content Based Image Retrieval Content-based image retrieval, also known as query by image content and content-based visual information retrieval (CBVIR), is the application of computer vision techniques to the problem of image retrieval, which is the difficulty of searching for digital images in big databases. Other names for this technique include content-based visual information retriev. In contrast to the conventional concept-based methods, content-based picture retrieval is a more recent development. How you will benefit (I) Insights, and validations about the following topics: Chapter 1: Content-based image retrieval Chapter 2: Information retrieval Chapter 3: Image retrieval Chapter 4: Automatic image annotation Chapter 5: Tag cloud Chapter 6: Video search engine Chapter 7: Image organizer Chapter 8: Image meta search Chapter 9: Reverse image search Chapter 10: Visual search engine (II) Answering the public top questions about content based image retrieval. (III) Real world examples for the usage of content based image retrieval in many fields. Who this book is for Professionals, undergraduate and graduate students, enthusiasts, hobbyists, and those who want to go beyond basic knowledge or information for any kind of Content Based Image Retrieval.
Book Synopsis Graduate Admissions Essays, Fifth Edition by : Donald Asher
Download or read book Graduate Admissions Essays, Fifth Edition written by Donald Asher and published by Ten Speed Press. This book was released on 2024-07-16 with total page 273 pages. Available in PDF, EPUB and Kindle. Book excerpt: The fully updated fifth edition of the go-to guide for crafting winning essays for any type of graduate program or scholarship, including PhD, master's, MD, JD, Rhodes, and postdocs, with brand-new essays and the latest hot tips and secret techniques. Based on thousands of interviews with successful grad students and admissions officers, Graduate Admissions Essays deconstructs and demystifies the ever-challenging application process for getting into graduate and scholarship programs. The book presents: Sample essays in a comprehensive range of subjects, including some available from no other source: medical residencies, postdocs, elite fellowships, academic autobiographies, and more! The latest on AI, the GRE, and diversity and adversity essays. Detailed strategies that have proven successful for some of the most competitive graduate programs in the country (learn how to beat 1% admissions rates!). How to get strong letters of recommendation, how to get funding when they say they have no funding, and how to appeal for more financial aid. Brand-new sample supplemental application letters, letters to faculty mentors, and letters of continuing interest. Full of Dr. Donald Asher's expert advice, this is the perfect graduate application resource whether you're fresh out of college and eager to get directly into graduate school or decades into your career and looking for a change.
Download or read book Girl in Reverse written by Barbara Stuber and published by Simon and Schuster. This book was released on 2015-05-12 with total page 352 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Lillian Firestone is Chinese, but the kids in her 1951 Kansas City high school can't separate her from the North Koreans that America is at war with. Sick of the racism she faces at school and frustrated that her adoptive white family just sees it as 'teasing,' Lily begins to search for her birth mother"
Download or read book Drawdown written by Paul Hawken and published by Penguin. This book was released on 2017-04-18 with total page 258 pages. Available in PDF, EPUB and Kindle. Book excerpt: • New York Times bestseller • The 100 most substantive solutions to reverse global warming, based on meticulous research by leading scientists and policymakers around the world “At this point in time, the Drawdown book is exactly what is needed; a credible, conservative solution-by-solution narrative that we can do it. Reading it is an effective inoculation against the widespread perception of doom that humanity cannot and will not solve the climate crisis. Reported by-effects include increased determination and a sense of grounded hope.” —Per Espen Stoknes, Author, What We Think About When We Try Not To Think About Global Warming “There’s been no real way for ordinary people to get an understanding of what they can do and what impact it can have. There remains no single, comprehensive, reliable compendium of carbon-reduction solutions across sectors. At least until now. . . . The public is hungry for this kind of practical wisdom.” —David Roberts, Vox “This is the ideal environmental sciences textbook—only it is too interesting and inspiring to be called a textbook.” —Peter Kareiva, Director of the Institute of the Environment and Sustainability, UCLA In the face of widespread fear and apathy, an international coalition of researchers, professionals, and scientists have come together to offer a set of realistic and bold solutions to climate change. One hundred techniques and practices are described here—some are well known; some you may have never heard of. They range from clean energy to educating girls in lower-income countries to land use practices that pull carbon out of the air. The solutions exist, are economically viable, and communities throughout the world are currently enacting them with skill and determination. If deployed collectively on a global scale over the next thirty years, they represent a credible path forward, not just to slow the earth’s warming but to reach drawdown, that point in time when greenhouse gases in the atmosphere peak and begin to decline. These measures promise cascading benefits to human health, security, prosperity, and well-being—giving us every reason to see this planetary crisis as an opportunity to create a just and livable world.
Book Synopsis The Copyright Zone by : Edward C. Greenberg
Download or read book The Copyright Zone written by Edward C. Greenberg and published by CRC Press. This book was released on 2015-02-11 with total page 392 pages. Available in PDF, EPUB and Kindle. Book excerpt: If you license or publish images, this guide is as indispensable as your camera. It provides specific information on the legal rights of photographers, illustrators, artists, covering intellectual property, copyright, and business concerns in an easy-to-read, accessible manner. The Copyright Zone, Second Edition covers: what is and isn’t copyrightable, copyright registration, fair use, model releases, contracts and invoices, pricing and negotiation, and much more. Presented in a fun and easy to digest style, Jack Reznicki and Ed Greenberg, LLC help explain the need-to-know facts of the confusing world of legal jargon and technicalities through real world case studies, personal asides, and the clear writing style that has made their blog Thecopyrightzone.com and monthly column by the same name in Photoshop User magazine two industry favorites. The second edition of this well-reviewed text has almost doubled in size to ensure that every legal issue you need to know about as a photographer or artist is covered and enjoyable to learn!
Book Synopsis Expert Internet Searching by : Phil Bradley
Download or read book Expert Internet Searching written by Phil Bradley and published by Facet Publishing. This book was released on 2017-06-22 with total page 244 pages. Available in PDF, EPUB and Kindle. Book excerpt: In an environment where increasing amounts of information (and fake news) flood the internet on websites and social media, the information professional’s job is getting harder. It is important that they are skilled at finding and using the appropriate information and assisting users in working out what information they need and the best way of getting it. Expert Internet Searching provides library and information professionals with in-depth practical information on how to search the internet quickly and effectively to help their users and make their lives easier. Now fully revised for its fifth edition, this book covers the basics of search before going into detail on how to run advanced and complex searches using a variety of different search engines. This edition has been updated to include current trends in search, such as social media search, fake news, and discussion of the authority and validity of search results. It will ensure that information professionals, whether complete beginners or more experienced, are able to work efficiently to obtain accurate information in a timely fashion. Key topics covered include: an introduction to the internet and search enginesthe Google experience and a discussion of its disadvantagesdirectory, clustering and similarity search enginesvisual and image search enginesspecialized search engines incorporating academic search and services for childrenacademic and other specialized search enginesnews-based search engines including traditional media resources and a discussion of fake newssocial media search engineshints and tips on better searching. This book will be useful reading for any information professional who is seeking to gain an in-depth understanding of the search process and the search industry. It provides a vital guide to the basics in search, but will also help experienced professionals stay up to date with the latest trends and information in the industry.
Download or read book Digital Witness written by Sam Dubberley and published by . This book was released on 2020 with total page 385 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book covers the developing field of open source research and discusses how to use social media, satellite imagery, big data analytics, and user-generated content to strengthen human rights research and investigations. The topics are presented in an accessible format through extensive use of images and data visualization.
Book Synopsis Social Media Recruitment by : Andy Headworth
Download or read book Social Media Recruitment written by Andy Headworth and published by Kogan Page Publishers. This book was released on 2015-05-03 with total page 224 pages. Available in PDF, EPUB and Kindle. Book excerpt: As the recruiting landscape changes, different methods are needed to attract talent, and social media is a key channel. However, many HR and recruiting professionals are not equipped with the knowledge and understanding to create a social media recruiting strategy. Social Media Recruitment combines practical guidance with case studies and insights from industry thought leaders to provide a full understanding of what social media means for HR and recruitment and how to successfully integrate and use it. In a series of easy-to-follow chapters and manageable steps, Social Media Recruitment covers the essentials from the beginning to the end of the process, including: how to implement a social media strategy; the crossover between HR, recruiting and marketing; measuring ROI; HR policies and procedures needed; big data and HR; using technology in recruiting, such as video interviewing; social media as an internal collaboration and communication tool across companies; how social media will impact recruiting and HR in the future. Ideal for all HR and recruitment professionals, and anyone responsible for talent strategy, Social Media Recruitment focuses on devising and implementing a social media recruitment strategy that works for your organization and is aligned with your recruitment objectives.