An electronic device, a method, and a computer program product facilitate device labeling of devices that are ultra-wideband (UWB) capable. A controller of the electronic device identifies, via a wireless transceiver, proximity to device(s) including a first device that are UWB capable. The controller receives, via a UWB transceiver, UWB signals from a first device. The controller determines a location of the first device based on a range and an angle of arrival of the UWB signals. The controller receives an image stream from an image capturing device. The controller visually classifies an object corresponding to the first device in the image stream using a library of classification images that includes one or more classification images of one or more devices. The controller identifies an object classification associated with a device label for the first device. The controller assigns the device label to the first device.