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Walkwise

Walkwise

A transformer model for predicting pedestrian intent at intersections.

February 15, 2024 → September 7, 2024

PythonPandasFlaskKalman FilteringTime-Series Analysis

Scripts and web app to implement and visualize Kalman filtering and Map-Matching algorithms for GPS time-series data. For use in preprocessing the training data for Caspar Lant’s (Columbia CS PhD.) Walkwise model, which predicts pedestrian intent at intersections. Awarded $1000 from CS3 Accelerator for future development.