Object camera

A computer-implemented method comprising:

• capturing, by a camera device, a high-resolution image of a frame, wherein the high-resolution image has a first resolution;
• down-sampling, by the camera device, the high-resolution image to a low-resolution image of the frame, wherein the low-resolution image has a second resolution that is lower than the first resolution;
• transmitting, by the camera device, to an external compute node that is external to the camera device, the low-resolution image;
• receiving, by the camera device, from the external compute node, a request for a region of interest from the high-resolution image;
• obtaining, by the camera device, the region of interest from the high-resolution image;
• queueing the region of interest in a first region of interest transmission queue of a plurality of region of interest transmission queues within the camera device, the plurality of region of interest transmission queues corresponding to a plurality of transmission priorities for regions of interest, the first region of interest transmission queue corresponding to a first transmission priority of the plurality of transmission priorities;
• and
• transmitting, by the camera device, to the external compute node, based on the region of interest reaching a front of the first region of interest transmission queue, the region of interest from the high-resolution image.

One or more non-transitory computer-readable storage media having stored thereon computing instructions that, upon execution by one or more computing devices, cause the one or more computing devices to perform operations comprising:

• capturing, by a camera device, a high-resolution image of a frame, wherein the high-resolution image has a first resolution;
• down-sampling, by the camera device, the high-resolution image to a low-resolution image of the frame, wherein the low-resolution image has a second resolution that is lower than the first resolution;
• transmitting, by the camera device, to an external compute node that is external to the camera device, the low-resolution image;
• receiving, by the camera device, from the external compute node, a request for a region of interest from the high-resolution image;
• obtaining, by the camera device, the region of interest from the high-resolution image;
• queueing the region of interest in a first region of interest transmission queue of a plurality of region of interest transmission queues within the camera device, the plurality of region of interest transmission queues corresponding to a plurality of transmission priorities for regions of interest, the first region of interest transmission queue corresponding to a first transmission priority of the plurality of transmission priorities;
• and
• transmitting, by the camera device, to the external compute node, based on the region of interest reaching a front of the first region of interest transmission queue, the region of interest from the high-resolution image.