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

The digital compositing process is being applied in many diverse fields from Hollywood to corporate projects. Featuring over 30 pages of color, this tutorial/reference.provides a complete overview of the technical and artistic skills necessary to undertake a digital composition project. The CD-ROM contains composition examples, illustrations, and development software.

Coloring books became a thing when adults discovered how relaxing and meditative they were. Jigsaw puzzles roared back into popularity as an immersive activity, not to mention a great alternative to television. How exciting is it, then, to introduce an activity that tops them both: reverse coloring, which not only confers the mindful benefits of coloring and puzzling but energizes you to feel truly creative, even when you're weary and just want to zone out. It's so simple, yet so profoundly satisfying. Each page in The Reverse Coloring Book has the colors, and you draw the lines. Created by the artist Kendra Norton, these beautiful and whimsical watercolors provide a gentle visual guide so open-ended that the possibilities are limitless. Trace the shapes, draw in figures, doodle, shade, cover an area with dots. Be realistic, with a plan, or simply let your imagination drift, as if looking a clouds in the sky. Each page is an invitation to slow down, let go, and thoughtfully (or thoughtlessly) let your pen find its way over the image. The Reverse Coloring Book includes 50 original works of art, printed on sturdy paper that's single-sided and perforated. And unlike with traditional coloring books, all you need is a pen.

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.

Now one of Booklist's 30 Best Books of the Year! "Genius!" – Wired.com “Marilyn Singer's verse in Follow Follow practically dances down each page . . . the effect is miraculous and pithy.” – The Wall Street Journal Once upon a time, Mirror Mirror, a brilliant book of fairy tale themed reversos–a poetic form in which the poem is presented forward and then backward–became a smashing success. Now a second book is here with more witty double takes on well-loved fairy tales such as Thumbelina and The Little Mermaid. Read these clever poems from top to bottom and they mean one thing. Then reverse the lines and read from bottom to top and they mean something else–it is almost like magic! A celebration of sight, sound, and story, this book is a marvel to read again and again.

This book presents an original theory of the nature of pictorial representation. The most influential recent theory of depiction, put forward by Nelson Goodman, holds that the relation between depictions and what they represent is entirely conventional. Flint Schier argues to the contrary that depiction involves resemblance to the things depicted, providing a sophisticated defence of our basic intuitions on the subject. Canvassing an attractive theory of 'generativity' rather than resemblance, Dr Schier provides a detailed account of depiction, showing how it illuminates and resolves many of the enigmas of pictorial representation while remaining true to our basic intuitions on the subject. Philosophers, psychologists and art theorists will find this a sophisticated and stimulating treatment of one of the central topics in aesthetics.

Kulvicki shows that a properly crafted structural account of pictures has many advantages over the perceptual accounts that dominate the literature on this topic. This book explains the close relationship between pictures, diagrams, graphs and other kinds of non-linguistic representation.

Basic skills from an expert. 14 projects with patterns provided. Full-color, step-by-step photographs.