Projects

Understanding The Migration Patterns In Indian Districts
[January 2020]

Use of the Indian census and satellite-based predictions of the socio-economic indicators to test different hypothesis related to the patterns of migration within India


Predicting socio-economic indicators using satellite images for the Indian Villages
[January 2020]

Presenting the prediction of socio-economic indicators for the Indian villages using Satellite images from Landsat-7 and deep neural networks


Urbanization Analysis in India
[July 2019]

This project synthesizes two freely available datasets of satellite imagery and road information to develop a series of standardized indicators for different aspects of urbanization

GITHUB PUBLICATION

IndiaSat
[July 2019]

Presenting an open pixel-level dataset and classifier for land-cover classification in India using images from Sentinel-2 satellite

GITHUB

Making Big-Data Actionable Through Bottom-Up Contextual Information
[July 2019]

Exploring contextual information from Mass media articles to explain the socio-economic outcomes from big-data analysis

PUBLICATION

Temporal Prediction Of Socio-Economic Indicators Using Satellite Imagery
[January 2019]

Presenting a temporally robust classifier to predict different socio-economic indicators from Satellite Images (Landsat-7) for the districts in India

PUBLICATION