satellite-image-processing

Developed an AI System based on Generative Adversarial Networks (GANs) to predict and remove the Clouds and Fog from an Image captured from Satellite. Gets input of a Satellite Image with Clouds and outputs a predicted landscape without clouds. Demo prototype for my internship at ISRO Hyderabad campus National Remote Sensing Centre. Actual proje…

USGS LIDAR Challenge

Code listings (R and Python) for satellite image processing of Landsat 9 OLI/TIRS and SRTM DEM data: band stacking, RGB/false-colour composites, vegetation indices (NDVI, SAVI, EVI2, ARVI2) via terra/raster, and DEM hillshade via rasterio/earthpy. Cote d'Ivoire; Lemenkova & Debeir (2022), J. Imaging 8(12):317.

Course Project - Advanced Methods in Satellite Image Processing - Spring Semester 2023 - Indian Institute of Technology Bombay

An 88.54% accurate CNN-based solution for Airbus Ship Detection Challenge that carries out maritime monitoring to prevent illegal activities and accidents at sea through satellite imagery analysis.

Urban Heat Island Detection of Pune region using QGIS software