In 2017, Duke’s Office of Information Technology (OIT) approached Leslie Collins, professor of ECE, and Jordan Malof, assistant research professor of ECE, for help with their security cameras. One of the biggest time sinks facing the group was having to manually inspect all of Duke’s security cameras on a regular basis to make sure they weren’t being blocked by a plant or smudged by pollen or an enterprising spider.