Customized retail environment sensor calibration

A system comprising:

• one or more processors;
• and
• one or more computer-readable media storing instructions that, when executed by the one or more processors, cause the one or more processors to perform operations comprising:
• receiving first sensor data from a first sensor within a facility, wherein the first sensor includes an image sensor that is positioned and arranged within the facility in association with an inventory location and the first sensor data includes image data of first representations of the inventory location;
• determining, based at least in part on the first sensor data, a first event associated with a first interaction with an item at the inventory location and at a first time;
• receiving second sensor data from a second sensor within the facility, wherein the second sensor includes a load sensor that is positioned and arranged within the facility in association with the inventory location and the second sensor data includes weight data of second representations of the inventory location;
• determining, based at least in part on the second sensor data, a second event and a second time associated with the second event;
• determining, based at least in part on the first time and the second time, that the first event coincides with the second event;
• calibrating, in response to the first event coinciding with the second event, a position of the second sensor within the facility, wherein calibrating the second sensor includes processing the image data and the second sensor data to identify a position of the second sensor based on a relative location of the second sensor from the image data;
• and
• storing an association between the position of the second sensor and the inventory location.

A system, comprising:

• a plurality of sensors arranged and positioned within a facility in association with a plurality of inventory locations;
• and
• a management system including one or more processors and a memory storing program instructions thereon that, when executed by the one or more processors, cause the one or more processors to at least:
• receive, from a first sensor of the plurality of sensors, first sensor data associated with a first event at a first inventory location, wherein:
• the first sensor is positioned and arranged within the facility in association with the first inventory location of the plurality of inventory locations;
• the first sensor includes an image sensor;
• and
• the first sensor data includes representations of the first inventory location and a first timestamp associated with the first event;
• receive, from a second sensor of the plurality of sensors, second sensor data associated with a second event at the first inventory location, wherein:
• the second sensor is positioned and arranged within the facility in association with the first inventory location;
• the second sensor includes a weight sensor;
• and
• the second sensor data includes representations of the first inventory location and a second timestamp associated with the second event;
• determine, based at least in part on the first timestamp and the second timestamp, that the first event and the second event coincide;
• and
• in response to the determination that the first event and the second event coincide, calibrate the second sensor, wherein calibrating the second sensor includes processing the first sensor data and the second sensor data to identify a position of the second sensor within the facility based on a relative location of the second sensor from the image data.