Sensing and Mapping for Better Roads: Federated Learning &Digital Twin to Identify Road Conditions

Sensing and Mapping for Better Roads: Initial Plan for Using Federated Learning and Implementing a Digital Twin to Identify the Road Conditions in a Developing Country – Sri Lanka. By Thilanka Munasinghe, H.R Pasindu, ACM SIGKDD 2021 International Conference on Knowledge Discovery & Data Mining Workshop: Data-driven Humanitarian Mapping: Harnessing Human-Machine Intelligence for High-Stake Public Policy and Resiliency Planning, August 15th, 2021.