Patent ID: 8463025

Claim:
A cell phone having distributed artificial intelligence services, comprising: a neural network for performing a first pass of object recognition on an image to identify objects of interest therein based on one or more criterion a patch generator for deriving patches from the objects of interest, each of the patches comprising a portion of a respective one of the objects of interest; and a transmitter for transmitting the patches to a server for further processing in place of an entirety of the image to reduce network traffic; and wherein the neural network performs the first pass by convoluting the image with a particular number n of trainable kernels to generate a plurality of planes of feature images, downsizing the plurality of planes of feature images to obtained a plurality of downsized planes of feature images, convoluting the plurality of downsized planes using n×M convolutions of a size of the images corresponding to the plurality of planes of features images to produce a final set of M output values, wherein M is a number of classes of interest, and a maximum one of the M output values is selected as a predicted class for the image.