Janus Robotics is an artificial intelligence (AI) and robotics startup focused on decision support applications to benefit humanity. Specifically, experience with AI/robotics to aid in Disaster and Humanitarian relief scenarios, prevention of wildfires, and rapid, non-invasive detection of infectious diseases. One of Janus Robotics’ core mission statements to use AI to help control the spread of infectious disease within the United States. Specifically we are using Deep Learning computer vision to help prevent the spread of COVID-19.