Lightweight road manager: smartphone-based automatic determination of road damage status by deep neural network
Lightweight road manager: smartphone-based automatic determination of road damage status by deep neural network
Hiroya Maeda,Y. Sekimoto,Toshikazu Seto
2016 · DOI: 10.1145/3004725.3004729
International Workshop on Mobile Geographic Information Systems · 35 Citations
TLDR
The proposed system enables average citizens to easily determine road damage status using only a smartphone application that is based on a deep neural network model trained by citizen reports and road manager inspection results, which are gathered daily on a government server.