A deep learning processing unit (DLPU) in a camera is used to provide AI capability on the edge. This enables the camera to perform complex analytical tasks, such as object detection, classification, and behavior analysis, directly within the camera itself without the need for external processing. This approach reduces latency and bandwidth usage while enhancing the camera's ability to make real-time decisions. Axis Communications' product information on cameras with DLPU highlights this capability.