This codebase is actively being developed as part of my master's thesis on Knowledge-based semantic enrichment for semantic image segmentation for the task of land cover classification.

Exploratory data analysis, flood prediction model implementation with the DFC 2024 Challenge Track 1 dataset

This notebook demonstrates timeseries classification for crop identification on a subset of the MiniTimeMatch dataset by training an LSTM model.

A prototype script to test if OSMnx library can be used to extract spatial railway routes, based on railway schedule data, from OpenStreetMaps' roads data by taking CSV files comprising the station…

Using OSMnx, OSRM, and Google Maps Directions API with Python to calculate shortest, fastest, and traffic-based most-efficient routes for a set of origin and destination points

This repository contains an ML workflow to predict house prices in Ames, Iowa. This project work is carried out under the Machine Learning module of the GeoDSc track of the Copernicus Master in Dig…

Delhi Development Authority recently released draft land use plan 2041 for Delhi and called for public comments. This repo has some of the geospatial layers that I was able to extract from the PDF …

More to come soon

Appendix to the Working Paper "Methods to measure spatial access to healthcare facilities in cities"

Test site for visualising Pune POIs data

A location allocation model I tried based on euclidean or radial distance. Concept used: Voronoi Tessellation