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This book is a platform for anyone who wishes to explore Artificial Intelligence in the field of agriculture from scratch or broaden their understanding and its uses. This book offers a practical, hands-on exploration of Artificial Intelligence, machine learning, deep Learning, computer vision and Expert system with proper examples to understand. This book also covers the basics of python with example so that any anyone can easily understand and utilize artificial intelligence in agriculture field. This book is divided into two parts wherein first part talks about the artificial intelligence and its impact in the agriculture with all its branches and their basics. The second part of the book is purely implementation of algorithms and use of different libraries of machine learning, deep learning and computer vision to build useful and sightful projects in real time which can be very useful for you to have better understanding of artificial intelligence. After reading this book, the reader will an understanding of what Artificial Intelligence is, where it is applicable, and what are its different branches, which can be useful in different scenarios. The reader will be familiar with the standard workflow for approaching and solving machine-learning problems, and how to address commonly encountered issues. The reader will be able to use Artificial Intelligence to tackle real-world problems ranging from crop health prediction to field surveillance analytics, classification to recognition of species of plants etc.
The primary objective of writing this book is to provide a platform to automate agricultural field with various sensor and throw the data on cloud with internet of thing. The book provides the basic knowledge of the programming and interfacing of the devices with IoT modem and programming. The aim is to explain the basic steps to understand the IoT and its application in agriculture field. It would be a reference book for Postgraduate/ undergraduate engineering students. Students from Electronics, Electrical, Mechatronics, Robotics, Mechanical, Computer science can avail the book for their projects and research. The concept which makes this book unique is a book programming based real time project prototypes. This book is entirely based on the practical experience of the authors while undergoing projects with the students and industries.
Provides a platform to get started with the Ti launch pad and IoT modules for Internet of Things applications. The book provides the basic knowledge of Ti launch Pad and ESP8266 based customized modules with their interfacing, along with the programming.
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