Learn to build end-to-end AI apps from scratch for Android and iOS using TensorFlow Lite, CoreML, and PyTorch Key FeaturesBuild practical, real-world AI projects on Android and iOSImplement tasks such as recognizing handwritten digits, sentiment analysis, and moreExplore the core functions of machine learning, deep learning, and mobile visionBook Description We’re witnessing a revolution in Artificial Intelligence, thanks to breakthroughs in deep learning. Mobile Artificial Intelligence Projects empowers you to take part in this revolution by applying Artificial Intelligence (AI) techniques to design applications for natural language processing (NLP), robotics, and computer vision. This book teaches you to harness the power of AI in mobile applications along with learning the core functions of NLP, neural networks, deep learning, and mobile vision. It features a range of projects, covering tasks such as real-estate price prediction, recognizing hand-written digits, predicting car damage, and sentiment analysis. You will learn to utilize NLP and machine learning algorithms to make applications more predictive, proactive, and capable of making autonomous decisions with less human input. In the concluding chapters, you will work with popular libraries, such as TensorFlow Lite, CoreML, and PyTorch across Android and iOS platforms. By the end of this book, you will have developed exciting and more intuitive mobile applications that deliver a customized and more personalized experience to users. What you will learnExplore the concepts and fundamentals of AI, deep learning, and neural networksImplement use cases for machine vision and natural language processingBuild an ML model to predict car damage using TensorFlowDeploy TensorFlow on mobile to convert speech to textImplement GAN to recognize hand-written digitsDevelop end-to-end mobile applications that use AI principlesWork with popular libraries, such as TensorFlow Lite, CoreML, and PyTorchWho this book is for Mobile Artificial Intelligence Projects is for machine learning professionals, deep learning engineers, AI engineers, and software engineers who want to integrate AI technology into mobile-based platforms and applications. Sound knowledge of machine learning and experience with any programming language is all you need to get started with this book.
A guide to intelligent decision and pervasive computing paradigms for healthcare analytics systems with a focus on the use of bio-sensors Intelligent Pervasive Computing Systems for Smarter Healthcare describes the innovations in healthcare made possible by computing through bio-sensors. The pervasive computing paradigm offers tremendous advantages in diversified areas of healthcare research and technology. The authors—noted experts in the field—provide the state-of-the-art intelligence paradigm that enables optimization of medical assessment for a healthy, authentic, safer, and more productive environment. Today’s computers are integrated through bio-sensors and generate a huge amount of information that can enhance our ability to process enormous bio-informatics data that can be transformed into meaningful medical knowledge and help with diagnosis, monitoring and tracking health issues, clinical decision making, early detection of infectious disease prevention, and rapid analysis of health hazards. The text examines a wealth of topics such as the design and development of pervasive healthcare technologies, data modeling and information management, wearable biosensors and their systems, and more. This important resource: Explores the recent trends and developments in computing through bio-sensors and its technological applications Contains a review of biosensors and sensor systems and networks for mobile health monitoring Offers an opportunity for readers to examine the concepts and future outlook of intelligence on healthcare systems incorporating biosensor applications Includes information on privacy and security issues on wireless body area network for remote healthcare monitoring Written for scientists and application developers and professionals in related fields, Intelligent Pervasive Computing Systems for Smarter Healthcare is a guide to the most recent developments in intelligent computer systems that are applicable to the healthcare industry.
This book constitutes the refereed proceedings of the 7th International Workshop on Algorithmic Learning Theory, ALT '96, held in Sydney, Australia, in October 1996. The 16 revised full papers presented were selected from 41 submissions; also included are eight short papers as well as four full length invited contributions by Ross Quinlan, Takeshi Shinohara, Leslie Valiant, and Paul Vitanyi, and an introduction by the volume editors. The book covers all areas related to algorithmic learning theory, ranging from theoretical foundations of machine learning to applications in several areas.
This book is designed to introduce the basics of different aspects of the biology of reproduction in a concise and coherent manner. The book aims to equip students with the fundamentals of the biology of reproduction and also update them with the most recent advances in the field of reproduction. The book has been organized into 16 chapters that introduce and explain different aspects in a stimulating manner. Each chapter is supplemented with a summary and relevant illustrations. A glossary has been added to help the students to understand some important scientific terms. The book offers comprehensive coverage of the important topics including: Flower structure and development Development and structure of male and female gametophytes Pollination biology, fertilization and self-incompatibility Endosperm, embryo and polyembryony Apomixis and seed biology A separate topic on experimental plant reproductive biology (experimental embryology) has been provided, which includes basics of cell, tissue and organ culture, anther culture, pollen culture, flower, ovary, ovule culture, embryo culture, somatic embryogenesis, synthetic seeds, protoplast culture and other aspects of plant biotechnology. The book aims to cater to the needs of the advanced undergraduate and post-graduate students in Botany, Forestry, Agriculture and related fields.
An exciting biography of Vaikam Padmanabha Pillai, the brave lion of Vaikom who fought and won the battle against tippu sulthan and martyr the battle against the British army.Despite his merit, he was not given due consideration in history, but he did not bow his head and sacrificed his life for the motherland.
With rapid advancement in technology and materials in total knee arthroplasty (TKA), long-term survival and function of the total knee is now more and more dependent on restoring accurate limb alignment, precise component position and optimum soft-tissue balance. Proper technique is key to ensuring this and is all the more crucial and challenging to achieve in arthritic knees with severe and complex deformities. Correction of such knee deformities forms an important part of TKA for orthopedic surgeons working in both emerging and developed nations. Deformity Correction in Total Knee Arthroplasty fills the void that exists in treating severe and complex knee deformities and the use of computer-navigation in TKA. It covers the principles of deformity correction and soft-tissue balancing in primary TKA in an illustrative, step-wise and algorithmic fashion. Starting with the initial key step of preoperative planning, this book goes on to specifically describe how to deal with different types of deformities encountered in patients who undergo TKA - varus, valgus, flexion, hypertension, rotational and extra-articular deformities - as well as the stiff knee, the unstable knee, osteotomies in primary TKA and postoperative pain management and rehabilitation. This focused how-to manual includes plentiful images and clear, concise text from authors who have performed thousands of TKAs, making it a must-have reference for any surgeon unfamiliar or frequently confronted with this type of procedure.
Arun Kunjunny's turn toward literature and the arts is not a recent one. As this book of poetry makes clear, his work comes from the heart. His poems deal with a wide variety of topics, from the sublime pleasure of ice cream on a hot day to the challenge and joy of personal motivation. In this book, they are beautifully illustrated by a number of talented and very young artists, children selected from a large number of applicants. With this, Arun has not only presented his first book of poetry to the world, but also created a showcase of creative talent among Indian children. I commend Arun’s decision to publish his work, as well as the published debuts of these young artists. I wish Arun all the best for his poetic career, and look forward to seeing the fruits of his future creativity Mr. Shashi Tharoor Member of Parliament
The present book includes the chapters on green belt, eco-technology, eco -auditing, town planning, air pollution control, use of nanotechnology in pollution control, zauses of pollution on health of kids. Pollution due to stone crushing units, biopollutants like fungi and bacteria in markets, affecting museum materials and monuments, biomonitoring, bioremediation and effect of pollution on breeding of birds were also discussed and compiled in this volume.
Creative Teachers... A Manual is directly addressed to teachers involved with the education and development in schools and colleges. The approach to creative teaching expounded in the manual is based on the principles derived Human Resource Development.In the seats of learning, the youth are at their learning and receptive best. Teachers play a vital role in bringing out their creative
The Indian state of Kerala has invoked much attention within development and gender debates, specifically in relation to its female capital- an outcome of interrelated historical, cultural and social practices. On the one hand, Kerala has been romanticised, with its citizenry, particularly women, being free of social divisions and uplifted through educational well-being. On the other hand, its realism is stark, particularly in the light of recent social changes. Using a Bourdieusian frame of analysis, Development and Gender Capital in India explores the forces of globalisation and how they are embedded within power structures. Through narratives of women’s lived experiences in the private and public domains, it highlights the ‘anomie of gender’ through complexities and contradictions vis-à-vis processes of modernity, development and globalisation. By demonstrating the limits placed upon gender capital by structures of patriarchy and domination, it argues that discussions about the empowered Malayalee women should move from a mere ‘politics of rhetoric and representation’ to a more embedded ‘politics of transformation’, meaningfully taking into account women’s changing roles and identities. This book will be of interest to scholars and students of Development Studies, Gender Studies, Anthropology and Sociology.
Drug design is a complex, challenging and innovative research area. Structure-based molecular design has transformed the drug discovery approach in modern medicine. Traditionally, focus has been placed on computational, structural or synthetic methods only in isolation. This one-of-akind guide integrates all three skill sets for a complete picture of contemporary structure-based design. This practical approach provides the tools to develop a high-affinity ligand with drug-like properties for a given drug target for which a high-resolution structure exists. The authors use numerous examples of recently developed drugs to present "best practice" methods in structurebased drug design with both newcomers and practicing researchers in mind. By way of a carefully balanced mix of theoretical background and case studies from medicinal chemistry applications, readers will quickly and efficiently master the basic skills of successful drug design. This book is aimed at new and active medicinal chemists, biochemists, pharmacologists, natural product chemists and those working in drug discovery in the pharmaceutical industry. It is highly recommended as a desk reference to guide students in medicinal and chemical sciences as well as to aid researchers engaged in drug design today.
Indian agriculture has witnessed spectacular advances in agricultural production in the last few decades. This was possible through green revolution in mid 60s leading to the country’s remarkable achievement in food grains and edible oil production. Seed has always been regarded as the most vital, basic and critical input in agriculture. It is interesting to note that today seed demand of only 10% farmers is met. Efforts are needed to provide good quality certify seeds to farmers. In recent years the awareness for seed health has increased among the growers, traders, and consumers. In post-GATT era and with emergence of WTO, seed health has assumed the global concern. Infection of seed borne pathogens results into seed rots, seedling decay, pre and post emergence mortality, distortion, discoloration, reduced seed size and shrivelledness of seeds. Their study and identification is primarily required to achieve satisfactory control. The book will be of great help to students, researchers, and people engaged in seed production activities. In this book, information about different seed borne diseases is presented in 20 chapters. There is an urgent need to find out effective, alternative methods of diseases control, which are less harmful to human beings and environment. There are chapters dealing with botanical pesticides and quarantine regulations. A chapter describes molecular aspects involved in seed borne diseases. The contents are divided into two parts (I) Seed borne diseases and (II) Wilt and foliar diseases and their control methods. Ecofriendly measures to control seed borne diseases are dealt in detail. The book provides comprehensive and integrated information on management of seed health written by experts in the field. It will be especially useful for students and young people involved in seed testing, seed industry as well as in teaching. Besides Agriculture Universities the book will be useful for all others offering courses related to Phytopathology and Seed Technology.
A must-read for our times. A must for strengthening the country. On what assumptions was Pandit Nehru confident that China would not invade India in 1962? Why and on what basis did he scotch all warnings in Tibet and our entire border? What did he do when those assumptions proved wrong? What eventually led to the debacle of 1962? Are the same delusions and mistakes not being repeated now? Why will the consequences be any different? This is a devastating analysis and warning on India's policy and approach regarding China, based on Nehru's notes to his officers, his correspondence, including letters to chief ministers and his speeches in and out of Parliament.
Learn to build end-to-end AI apps from scratch for Android and iOS using TensorFlow Lite, CoreML, and PyTorch Key FeaturesBuild practical, real-world AI projects on Android and iOSImplement tasks such as recognizing handwritten digits, sentiment analysis, and moreExplore the core functions of machine learning, deep learning, and mobile visionBook Description We’re witnessing a revolution in Artificial Intelligence, thanks to breakthroughs in deep learning. Mobile Artificial Intelligence Projects empowers you to take part in this revolution by applying Artificial Intelligence (AI) techniques to design applications for natural language processing (NLP), robotics, and computer vision. This book teaches you to harness the power of AI in mobile applications along with learning the core functions of NLP, neural networks, deep learning, and mobile vision. It features a range of projects, covering tasks such as real-estate price prediction, recognizing hand-written digits, predicting car damage, and sentiment analysis. You will learn to utilize NLP and machine learning algorithms to make applications more predictive, proactive, and capable of making autonomous decisions with less human input. In the concluding chapters, you will work with popular libraries, such as TensorFlow Lite, CoreML, and PyTorch across Android and iOS platforms. By the end of this book, you will have developed exciting and more intuitive mobile applications that deliver a customized and more personalized experience to users. What you will learnExplore the concepts and fundamentals of AI, deep learning, and neural networksImplement use cases for machine vision and natural language processingBuild an ML model to predict car damage using TensorFlowDeploy TensorFlow on mobile to convert speech to textImplement GAN to recognize hand-written digitsDevelop end-to-end mobile applications that use AI principlesWork with popular libraries, such as TensorFlow Lite, CoreML, and PyTorchWho this book is for Mobile Artificial Intelligence Projects is for machine learning professionals, deep learning engineers, AI engineers, and software engineers who want to integrate AI technology into mobile-based platforms and applications. Sound knowledge of machine learning and experience with any programming language is all you need to get started with this book.
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