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GUI Plugin for Neural Network based LULC Classification

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QGIS North America

Atishay Jain, North Eastern Space Application Center, Government of India

Artificial Intelligence has great potential in the field of Earth observation systems, monitoring Landuse and other subdomains. With recent developments in technology, deep learning based methodologies have shown promising results in Land use Land cover classification problem. QAi Toolbox is a pluginbased extension to QGIS which is capable of implementing machine learning algorithms such as Random Forest, SVM and CNN algorithms such as UNET through a simple GUI framework. This talk will explain the implementation and workflow of the plugin.

Contributors: Atishay Jain, Chaarvi Bansal, Raghav Mishra, Smitesh Patil, Nilay Nishant (Mentor)

posted by e2ben85