An object recognition system is disclosed. The object recognition system includes an input device configured to obtain image data and a Radio Frequency Identification (RFID) data of an object, a processing device connected to the input device, and configured to perform a model training procedure, wherein the model training procedure includes capturing an object feature according to the image data, generating a classification data corresponding to the object according to the object feature, verifying a correctness of the classification data according to the RFID data, and generating a deep learning model according to the verified classification data, to regenerate the classification data, and an output device connected to the processing device, and configured to generate an object recognition data corresponding to the object according to the classification data generated by the deep learning model and the RFID data.

In one example in accordance with the present disclosure, a system is described. The system includes a reader to read an identifier associated with a part. An extractor of the system extracts, based on the identifier, sensor output data for the part. A transmitter of the system transmits a re-order request for the part based on the sensor output data.

Embodiments of the present disclosure generally relate to a wireless identification tag configured to harvest ambient energy and transmit an identification signal intermittently, and system and methods for use thereof. In one implementation, the tag may include a transmitter configured to transmit a first signal to a first receiver in a first frequency, and to transmit a second signal to a second receiver in the first frequency. The tag may also include an energy storage component configured for collecting and storing ambient energy and for powering transmission of the transmitter. The tag may also include a circuit configured to monitor energy stored in the energy storage component, and to prevent the transmitter from transmitting the first signal to the first receiver when the energy stored in the energy storage component is insufficient to transmit the second signal to the second receiver.

Embodiments of the present disclosure generally relate to a wireless identification tag triggerable by an EAS gate while remaining invisible to the EAS gate, and system and methods for use thereof. In one implementation, the tag may include an antenna tuned to receive energy transmitted in at least one EAS gate frequency range and configured to be non-detectable by the EAS gate. The tag may also include a transmitter configured to send an identification signal and an energy storage component for powering the transmitter. The tag may also include a circuit connected to the antenna. The circuit may be configured to detect energy transmitted from the EAS gate in at least one of the EAS gate frequency ranges, and to cause the transmitter to transmit, to a receiver other than the EAS gate, the identification signal in a frequency outside the EAS gate frequency ranges.

A system and method for holding, transporting, and tracking electronically tagged objects maintained in a portable carrier housing includes a locking mechanism for enabling limited authorized access using a proximity sensor recognizing an identity code of an authorized user, a location tracker for detecting the location of the portable carrier, and an inventory logger registering placement and removal of the electronically tagged objects within and out of the portable carrier housing, registering the location of the portable carrier housing at a time of placement or removal of the electronically tagged object, and registering the identity code of the authorized user within proximity of the proximity sensor. The system further includes a transmitter for uploading data from the inventory logger to a database and a receiver for at least receiving instructions for locking the portable carrier housing when detecting an attempted unauthorized access or detecting a condition indicative of unauthorized access.

A method for database reconciliation, comprising: receiving, from one or more sources, attribute data of a plurality of attribute data types representing aspects of a product; generating a plurality of attribute categories based on the received attribute data types, each attribute category corresponding to one of the received attribute data types and containing all attribute data of the one of the received attribute data type; determining data scores for each of the attribute data contained in each of the plurality of attribute categories; generating reconciled data for each of the attribute categories, the reconciled data being the attribute data in each of the attribute categories having the highest data score; storing in a database, the plurality of attribute categories each containing reconciled data corresponding to the product; and providing, from the database, the reconciled data for display on a display interface.

A system and method for measuring a payload including a surface, the system comprising a sensor and a processor. The sensor is configured to generate a signal constituting data representing an unobstructed portion of the surface and an obstacle obscuring a portion of the surface. The processor is communicatively coupled to the sensor and is configured to identify data points in the data corresponding to the unobstructed portion of the surface, identify data points in the data corresponding to the obstacle, interpolate between some of the data points corresponding to the unobstructed surface adjacent the data points corresponding to the obstacle, generate interpolation data points corresponding to the portion of the surface obscured by the obstacle, and determine a volume of the payload based on the data points corresponding to the unobstructed portion of the surface and the interpolation data points.

A computer-implemented method includes determining that a group of items left a space together based on RFID exit times and determining that at least one item of the group of items left the space without authorization by evaluating transactions that took place within a first time period before the at least one item left the space. A single investigation file is automatically created that includes the group of items that left the space together.

In order to process a mobile transaction offline, a user terminal transmits a mobile transaction code and a merchant terminal ID to a payment information transmission server and the payment information transmission server transmits a payment information message including the mobile transaction code to a merchant terminal, so that it is possible to process mobile transactions through a unified user interface despite different payment plans of various payment service providers.

A transit system for adjusting duration to reconcile the assignment of resources is provided. The system comprises a gate comprising a processing unit configured to read and verify whether RFID credentials presented at the gate match with RFID credentials that are denied access to the transit system. The system further comprises a rider profile module configured to create profiles for riders, the profiles comprising ride history, frequency of rides, allocation of resources associated with ride(s), the number of times riders have been denied access to the transit system. The system comprises a machine learning module configured to determine the travel behavior for the riders, a scoring module configured to assign scores to the riders, and a reconciliation module configured to adjust the duration to reconcile assignment of resources for the riders based on the score of the riders.