Vehicle speed prediction with LSTM from trajectories

• Main Author: Srikanth, Samhita Kadayam
• Other Authors: Su Rong
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2022
• Subjects: Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence
• Online Access: https://hdl.handle.net/10356/158173
• Institution: Nanyang Technological University

This project was undertaken with the objective of predicting a vehicle’s velocity using Trajectory data on an LSTM. The average velocity of a vehicle was calculated based on distance covered in time, and this velocity was interpolated into a continuous form, to predict continuous data. This proje...