no code implementations • 23 Feb 2022 • Geoffrey Pettet, Hunter Baxter, Sayyed Mohsen Vazirizade, Hemant Purohit, Meiyi Ma, Ayan Mukhopadhyay, Abhishek Dubey
Designing effective emergency response management (ERM) systems to respond to incidents such as road accidents is a major problem faced by communities.
no code implementations • 3 Dec 2021 • Yasas Senarath, Ayan Mukhopadhyay, Sayyed Mohsen Vazirizade, Hemant Purohit, Saideep Nannapaneni, Abhishek Dubey
First, we show how crowdsourced reports, ground-truth historical data, and other relevant determinants such as traffic and weather can be used together in a Convolutional Neural Network (CNN) architecture for early detection of emergency incidents.
2 code implementations • 15 Jun 2021 • Sayyed Mohsen Vazirizade, Ayan Mukhopadhyay, Geoffrey Pettet, Said El Said, Hiba Baroud, Abhishek Dubey
These statistical models are then used for proactive stationing which allocates first responders across the spatial area in order to reduce overall response time.