Geo-spatial Data Analysis

This IUB funded projects primary goal is to create a standard dataset for Dhaka City that contains satellite images with manual labeling of different type of buildups. Then based on this dataset, we intend to create a deep learning model that will bale to automatically classify the type of build up each location has, if a satellite image is provided. The build up that is under consideration is: buildings, roads, fields, greenery, waterbody. The system should also be able to provide visual and quantifiable representation of loss of greenery and water bodies due to urban expansion.

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