Abstract: Aspects of the present disclosure include methods, systems, and non-transitory computer readable media that perform the steps of receiving a visual code identifier associated with a transaction of one or more transaction merchandises, receiving a radio frequency identification (RFID) identifier associated with the transaction, analyzing the image, determining at least one of one or more detected merchandises, a number of the one or more detected merchandises, and a price of the one or more detected merchandises based on information in the RFID identifier and the analyzed image, determining a merchandise discrepancy, a number discrepancy, or a price discrepancy, and transmitting, in response to determining the at least one of the merchandise discrepancy, the number discrepancy, or the price discrepancy, an alert.

Abstract: A system may be configured to perform real-time shopper influence using edge device machine learning models. In some aspects, the system may determine shopper attribute information based on one or more video frames captured by the first edge device and a first inference model of the first edge device, determine article attribute information based on one or more video frames captured by the second edge device and a second inference model of the second edge device, and identifying contextual information related to a state of the retail environment and/or historical information associated with a customer within the retail environment. Further, the system may determine, via a third inference model, real-time shopper engagement information based on the shopper attribute information, the article attribute information, and the contextual information, and transmit the real-time shopper engagement information to an employee device.

Abstract: Aspects of the present disclosure include methods, systems, and non-transitory computer readable media that perform the steps of receiving a visual code identifier associated with a transaction of one or more transaction merchandises, receiving a radio frequency identification (RFID) identifier associated with the transaction, analyzing the image, determining at least one of one or more detected merchandises, a number of the one or more detected merchandises, and a price of the one or more detected merchandises based on information in the RFID identifier and the analyzed image, determining a merchandise discrepancy, a number discrepancy, or a price discrepancy, and transmitting, in response to determining the at least one of the merchandise discrepancy, the number discrepancy, or the price discrepancy, an alert.

Abstract: Systems (100) and methods (400) for Radio Frequency Identification (“RFID”) security tags. The methods comprise: concurrently reading the RFID security tags and locator tags to obtain unique identifiers thereof and Received Signal Strength Indicator (“RSSI”) measurements therefore, where the RFID security tags are respectively coupled to inventory items located within a facility and the locator tags are placed at locations within the facility so as to respectively define a plurality of Zones Of Interest (“ZOIs”) in which inventory items may reside; and determining which ZOI of the plurality of ZOIs each said RFID security tag resides within based at least on the RSSI measurements, a number of times each locator tag was read, read times specifying when the locator tags were read, differences in read times for the locator tags, and known locations of the locator tags.

Abstract: Systems (100) and methods (400) for Radio Frequency Identification (“RFID”) security tags. The methods comprise: concurrently reading the RFID security tags and locator tags to obtain unique identifiers thereof and Received Signal Strength Indicator (“RSSI”) measurements therefore, where the RFID security tags are respectively coupled to inventory items located within a facility and the locator tags are placed at locations within the facility so as to respectively define a plurality of Zones Of Interest (“ZOIs”) in which inventory items may reside; and determining which ZOI of the plurality of ZOIs each said RFID security tag resides within based at least on the RSSI measurements, a number of times each locator tag was read, read times specifying when the locator tags were read, differences in read times for the locator tags, and known locations of the locator tags.