In some examples, a server may receive an utterance from a customer. The utterance may be included in a conversation between the artificial intelligence engine and the customer. The server may convert the utterance to text and determine a customer intent based on the text and a user history. The server may determine a user model of the customer based on the text and the customer intent. The server may update a conversation state associated with the conversation based on the customer intent and the user model. The server may determine a user state based on the user model and the conversation state. The server may select, using a reinforcement learning based module, a particular action from a set of actions, the particular action including a response and provide the response to the customer.

An image acquisition unit (11) acquires a recognition processing image. A recognition unit (12) recognizes a product in the recognition processing image based on an estimation model. A registration unit (13) registers a result of the recognition in recognized product information. An output unit (14) outputs a result of the recognition. A correction reception unit (16) receives an input for correcting a result of the recognition. A correction unit (17) changes a result of the recognition to a result of the recognition after a correction, and also stores correction information in which a result of the recognition after a correction and the recognition processing image are associated with each other. A learning unit (18) performs relearning by using the recognition processing image stored as the correction information and updates the estimation model, when a number of the recognition processing image stored exceeds a predetermined value.

A payment handling system may operate to handle payments for the cost of a transaction. The payment handling system may receive first information associated with a first payment instrument, receive second information associated with a second payment instrument, and cause a display to update the UI to indicate that an unallocated portion of the cost of the transaction is to be approximately split between the first payment instrument and the second payment instrument.

Systems and methods of automatically switching measurement information processing modes related to a self-checkout kiosk. In one exemplary embodiment, a method is performed by an electronic device that includes processing circuitry. The method may include detecting, using object recognition, at least one object present in real-time captured imagery. The method may further include, responsive to detecting the at least one object present in the real-time captured imagery, switching measurement information processing modes from a first measurement information processing mode to a second measurement information processing mode.

A checkout apparatus includes a memory that stores first information about one or more commodities registered in a registration process, a first interface configured to acquire an image of a predetermined region where registered commodities are to be placed, and a processor configured to identify commodities in the image acquired via the first interface by object recognition, determine whether each of the identified commodities is in the first information stored in the memory, and if one of the identified commodities is not in the first information, output an error signal.

A checkout system comprises a commodity data registration apparatus for executing a commodity sales registration processing; a table for temporarily placing a registered basket including a registered commodity after the commodity sales registration processing; a first checkout apparatus arranged next to the table and configured to execute a checkout processing based on data relating to the commodity sales registration processing selectively sent from the commodity data registration apparatus; a second checkout apparatus arranged next to the first checkout apparatus and configured to execute a checkout processing based on data relating to the commodity sales registration processing selectively sent from the commodity data registration apparatus; and a recognition module for recognizing that the registered basket is positioned for the first checkout apparatus or the second checkout apparatus which is a transmission destination of the data.

A reading device according to an embodiment includes a scanner configured to read code information indicated by a code symbol, a holder configured to detachably hold the scanner, a detecting unit configured to detect a first state in which the scanner is held by the holder and a second state in which the scanner is detached from the holder, and a setting-condition changing unit configured to, if the detecting unit detects the second state, set setting conditions relating to the reading by the scanner such that a reading distance of the scanner is shorter than the reading distance in the first state.

The invention relates to a passageway system with at least one foot element, with at least one blocking element which is mounted on the foot element and which is movable between at least one blocking position intended for at least partially blocking a passage and at least one release position releasing the passage, with a drive unit serving to move the at least one blocking element with a control of the drive unit, with a detection unit intended for the identifying detection of goods, and with interfaces to a data processing unit and optionally further components.

The invention is characterized in that at least one optical detection device is arranged on the at least one blocking element and is a component of the detection unit.

An information processing system 10 includes an imager 14 and a controller. The imager 14 generates an image by performing image capturing. The controller estimates an object contained in the image based on the image. The controller is able to estimate an object and a category of the object by performing recognition processing on the image. The controller generates an instruction regarding the object based on the estimated category of the object when estimation of the object fails in the recognition processing.

In a checkout system, a registration apparatus is set to be capable of executing data communication with any one of a plurality of checkout apparatuses before data input of a commodity purchased by a customer at the registration apparatus is started or during a period from the start to the termination thereof. Details of the commodity of which the data is input in the registration apparatus capable of executing data communication with any one of the checkout apparatuses capable of executing the data communication are displayed on a display of the corresponding checkout apparatus before the data input of all commodities purchased by the customer is terminated. Settlement is executed based on input payment data at any one of the checkout apparatuses capable of executing the data communication if the data input of all the commodities purchased by the customer in the registration apparatus is terminated.