Sensor device-based determination of geographic zone dispositions

A non-transitory computer-readable medium storing instructions which, when executed by a processing system including at least one processor, cause the processing system to perform operations, the operations comprising:

• collecting sensor data for a first zone via a plurality of sensor devices deployed in the first zone in communication with the processing system, wherein the plurality of sensor devices comprises at least one of a camera or a microphone, and wherein the sensor data is collected over a period of time;
• identifying that a first disposition is associated with the first zone based upon the sensor data, wherein the identifying comprises applying at least one detection model to the sensor data, wherein the at least one detection model is configured to output at least one disposition based upon the sensor data as input data to the at least one detection model, wherein the at least one disposition comprises the first disposition, wherein the sensor data collected over the period of time comprises a plurality of inputs to the at least one detection model, and wherein the identifying that the first disposition is associated with the first zone comprises aggregating a plurality of outputs of the at least one detection model from the plurality of inputs;
• and
• reporting that the first disposition is associated with the first zone.

An apparatus comprising:

• a processing system including at least one processor;
• and
• a computer-readable medium storing instructions which, when executed by the processing system, cause the processing system to perform operations, the operations comprising:
• collecting sensor data for a first zone via a plurality of sensor devices deployed in the first zone in communication with the processing system, wherein the plurality of sensor devices comprises at least one of a camera or a microphone, and wherein the sensor data is collected over a period of time;
• identifying that a first disposition is associated with the first zone based upon the sensor data, wherein the identifying comprises applying at least one detection model to the sensor data, wherein the at least one detection model is configured to output at least one disposition based upon the sensor data as input data to the at least one detection model, wherein the at least one disposition comprises the first disposition, wherein the sensor data collected over the period of time comprises a plurality of inputs to the at least one detection model, and wherein the identifying that the first disposition is associated with the first zone comprises aggregating a plurality of outputs of the at least one detection model from the plurality of inputs;
• and
• reporting that the first disposition is associated with the first zone.