Read Deep Learning for Remote Sensing Images with Open Source Software (ISSN)

Deep Learning for Remote Sensing Images with Open Source Software (ISSN)

Rémi Cresson

4.9/5 (15647 ratings)

Description:In today's world, deep learning source codes and a plethora of open access geospatial images are readily available and easily accessible. However, most people are missing the educational tools to make use of this resource. Deep Learning for Remote Sensing Images with Open Source Software is the first practical book to introduce deep learning techniques using free open source tools for processing real world remote sensing images. The approaches detailed in this book are generic and can be adapted to suit many different applications for remote sensing image processing, including landcover mapping, forestry, urban studies, disaster mapping, image restoration, etc. Written with practitioners and students in mind, this book helps link together the theory and practical use of existing tools and data to apply deep learning techniques on remote sensing images and data. Specific Features of this Book:The first book that explains how to apply deep learning techniques to public, free available data (Spot-7 and Sentinel-2 images, OpenStreetMap vector data), using open source software (QGIS, Orfeo ToolBox, TensorFlow)Presents approaches suited for real world images and data targeting large scale processing and GIS applicationsIntroduces state of the art deep learning architecture families that can be applied to remote sensing world, mainly for landcover mapping, but also for generic approaches (e.g. image restoration)Suited for deep learning beginners and readers with some GIS knowledge. No coding knowledge is required to learn practical skills.Includes deep learning techniques through many step by step remote sensing data processing exercises.We have made it easy for you to find a PDF Ebooks without any digging. And by having access to our ebooks online or by storing it on your computer, you have convenient answers with Deep Learning for Remote Sensing Images with Open Source Software (ISSN). To get started finding Deep Learning for Remote Sensing Images with Open Source Software (ISSN), you are right to find our website which has a comprehensive collection of manuals listed.
Our library is the biggest of these that have literally hundreds of thousands of different products represented.

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Format: PDF, EPUB & Kindle Edition

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ISBN: 1000093611

Description: In today's world, deep learning source codes and a plethora of open access geospatial images are readily available and easily accessible. However, most people are missing the educational tools to make use of this resource. Deep Learning for Remote Sensing Images with Open Source Software is the first practical book to introduce deep learning techniques using free open source tools for processing real world remote sensing images. The approaches detailed in this book are generic and can be adapted to suit many different applications for remote sensing image processing, including landcover mapping, forestry, urban studies, disaster mapping, image restoration, etc. Written with practitioners and students in mind, this book helps link together the theory and practical use of existing tools and data to apply deep learning techniques on remote sensing images and data. Specific Features of this Book:The first book that explains how to apply deep learning techniques to public, free available data (Spot-7 and Sentinel-2 images, OpenStreetMap vector data), using open source software (QGIS, Orfeo ToolBox, TensorFlow)Presents approaches suited for real world images and data targeting large scale processing and GIS applicationsIntroduces state of the art deep learning architecture families that can be applied to remote sensing world, mainly for landcover mapping, but also for generic approaches (e.g. image restoration)Suited for deep learning beginners and readers with some GIS knowledge. No coding knowledge is required to learn practical skills.Includes deep learning techniques through many step by step remote sensing data processing exercises.We have made it easy for you to find a PDF Ebooks without any digging. And by having access to our ebooks online or by storing it on your computer, you have convenient answers with Deep Learning for Remote Sensing Images with Open Source Software (ISSN). To get started finding Deep Learning for Remote Sensing Images with Open Source Software (ISSN), you are right to find our website which has a comprehensive collection of manuals listed.
Our library is the biggest of these that have literally hundreds of thousands of different products represented.

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Deep Learning for Remote Sensing Images with Open Source Software (ISSN)

Deep Learning for Remote Sensing Images with Open Source Software (ISSN)

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