Vehicle manipulation with convolutional image processing

A computer program product embodied in a non-transitory computer readable medium for vehicle manipulation, the computer program product comprising code which causes one or more processors to perform operations of:

• initializing a computer for convolutional processing;
• obtaining, using an imaging device within a first vehicle, a plurality of images of an occupant of the first vehicle;
• training, on the computer initialized for convolutional processing, a multilayered analysis engine using the plurality of images, wherein the multilayered analysis engine includes multiple layers that include one or more convolutional layers and one or more hidden layers, and wherein the multilayered analysis engine is used for cognitive state analysis;
• evaluating further images, using the multilayered analysis engine, wherein the further images include facial image data from one or more persons present in a second vehicle;
• and
• providing manipulation data to the second vehicle based on the evaluating.

A computer system for vehicle manipulation comprising:

• a memory which stores instructions;
• one or more processors coupled to the memory wherein the one or more processors, when executing the instructions which are stored, are configured to:
• initialize a computer for convolutional processing;
• obtain, using an imaging device within a first vehicle, a plurality of images of an occupant of the first vehicle;
• train a multilayered analysis engine on the computer using the plurality of images, wherein the multilayered analysis engine includes multiple layers that include one or more convolutional layers and one or more hidden layers, and wherein the multilayered analysis engine is used for cognitive state analysis;
• evaluate further images, using the multilayered analysis engine, wherein the further images include facial image data from one or more persons present in a second vehicle;
• and
• provide manipulation data to the second vehicle based on the evaluating.