Analysing a few handy props in (near!) real time. This is executing on a laptop with Intel integrated graphics, hence could benefit from some acceleration e.g. with the nVidia CUDA extensions, but shows some of the classifications available out-of-the-box using the Inception_v3 data set.
The video was captured at 30FPS - the slow frame updates are limited by the processing of the images using the libraries.