Integration of Machine Learning and Deep Learning with GIS – the new paradigm By Aditya Chaturvedi - 09/11/2018
Machine Learning, Deep Learning and AI are increasingly being used along with GIS for a number of purposes. Integrating Machine Learning algorithms with ArcGIS provides better and more optimum results in less time. Satellite images are of different resolution and implementing it successfully is not at all easy. Earlier it took months for reaching the final output. But now due to fast-paced innovations, it takes just one day. But for working with these solutions multiple libraries and project platforms are needed and not all of them support Machine Learning and Deep Learning algorithms and applications. Esri platform allows a solution-centric approach. AI has seen considerable use in Computer vision and Language Processing. Esri cloud also provides the necessary infrastructure for Machine Learning and Deep Learning. “Other than map data, there is also IoT. There are weather sensors and camera sensors. A lot of these challenges are solved by Machine Leaning. People nowadays are e...