Systems and methods for autonomous robot distributed processing are provided. A method includes receiving, at a robot, camera output from a camera located on the robot. The method may further include outputting the camera output to a mobile client device. The method may also further include receiving at the robot, from the mobile client device, object recognition metadata based upon the camera output. The method may additionally include outputting a notification from the robot to a user of the mobile client device based upon the object recognition metadata.