Abstract: An information processing apparatus acquires video image data on a person who is scanning a code of a commodity product to an accounting machine, and specifies, from the acquired video image data by analyzing the acquired video image data, a region of a hand of the person and a region of the commodity product that is being gripped in the hand of the person. The information processing apparatus tracks either a movement of the hand of the person that is gripping the commodity product, or, a movement of the gripped commodity product, and generates, based on a change in the tracked movement of the hand or a change in the tracked movement of the commodity product, an alert connected to an abnormality of a behavior of registering the commodity product to the accounting machine.

Abstract: A non-transitory computer-readable storage medium storing a specifying program that causes at least one computer to execute a process, the process includes acquiring a video that includes an object; narrowing down, by inputting the acquired video to a machine learning model that refers to reference source data in which attributes of objects are associated with each of a plurality of hierarchies, attributes of the object included in the video among attributes of objects of a first hierarchy; identifying attributes of objects of a second hierarchy under the first hierarchy by using the attributes of the object obtained by the narrowing down; and specifying, by inputting the acquired video to the machine learning model, an attribute of the object included in the video among the attributes of the objects of the second hierarchy.

Abstract: An image display system includes a first processor disposed in a first system and a second processor disposed in a second system. The first processor is configured to transmit two or more first images to the second system and receive two or more second images from the second system. The first processor is configured to transmit, to the second system, first identification information added to a second image displayed on a monitor when a release signal has been received. The second processor is configured to acquire a temporary image to which the same second identification information is added as the first identification information among two or more temporary images stored on a buffer.

Abstract: An information processing device acquires, from an accounting machine, product information generated when the accounting machine reads a code on a product identifies a first feature amount related to first number of times indicating number of products purchased, based on the acquired product information acquires an image obtained by capturing an image of an object disposed in a certain area adjacent to the accounting machine and containing the product identifies a second feature amount related to second number of times indicating number of times of taking out operations of a product placed in the object and notifies with an alert based on the first feature amount and the second feature amount.

Abstract: A non-transitory computer-readable storage medium storing an alert generation program that causes at least one computer to execute a process, the process includes acquiring a video of a person who holds a product to be registered in an accounting machine; specifying, by inputting the acquired video to a machine learning model, a product candidate that corresponds to the product included in the video from a plurality of product candidates; acquiring an item of the product input by the person from a plurality of product candidates output by the accounting machine; and generating an alert that indicates an abnormality of the product registered in the accounting machine based on the acquired item of the product and the specified product candidate.

Abstract: The present invention provides dissimilar material solid phase bonding with which a robust bonded portion of metal materials having different compositions can be formed efficiently. The present invention also provides a dissimilar material solid phase bonded structure having a dissimilar material solid phase bonded portion in which metal materials having different compositions have been bonded together robustly.

Abstract: A front fork includes a spring that is provided between a first cylindrical body and a second cylindrical body and applies a force in a direction to separate the first cylindrical body and the second cylindrical body, and a spring seat portion that is provided on an outer peripheral surface of the first cylindrical body and receives a first end of the spring. The spring seat portion includes a fixing portion that is fixed to the first cylindrical body, a spring seat body that is made of metal and receives the spring, and a third cylindrical body that is disposed between an inner peripheral surface of the spring seat body and the outer peripheral surface of the first cylindrical body and reduces a frictional force when the spring seat body rotates.

Abstract: An image display system includes a first processor disposed in a first system and a second processor disposed in a second system. The first processor is configured to transmit two or more first images to the second system and receive two or more second images from the second system. The first processor is configured to transmit, to the second system, first identification information added to a second image displayed on a monitor when a release signal has been received. The second processor is configured to acquire a temporary image to which the same second identification information is added as the first identification information among two or more temporary images stored on a buffer.

Abstract: An information processing apparatus acquires video image data on a person who is scanning a code of a commodity product to an accounting machine. The information processing apparatus identifies, from the video image data by analyzing the acquired video image data, each of an entire region of the commodity product and a position of a code held by the commodity product. The information processing apparatus generates, based on the identified position of the code held by the commodity product with respect to the entire region of the commodity product, an alert that indicates an abnormality of a behavior of registering the commodity product to the accounting machine.

Abstract: An information processing device identifies a first feature amount related to the number of the product registered on the specific machine based on an acquired product information, generating, from an image capturing a user in front of the specific machine, a first area information, a second area information and an interaction between the first class and the second class, specifies an action of the user of registering the product to the specific machine based on the first area information, the second area information, and the interaction, identifies a second feature amount related to the number of time of carrying out the action; and generates an alert based on the first feature amount and the second feature amount.

Abstract: An information processing device identifies a first feature amount related to the number of the product registered on the specific machine based on an acquired product information, generating, from an image capturing a user in front of the specific machine, a first area information, a second area information and an interaction between the first class and the second class, specifies an action of the user of registering the product to the specific machine based on the first area information, the second area information, and the interaction, identifies a second feature amount related to the number of time of carrying out the action; and generates an alert based on the first feature amount and the second feature amount.

Abstract: An information processing program causes a computer to execute a process including acquiring a video image captured by each of one or more camera devices, specifying, by analyzing the acquired video image, a relationship in which a behavior between a plurality of persons who are included in the video image has been identified, determining, based on the specified relationship, whether or not an abnormality has occurred between the plurality of persons outside the image capturing range of each of the camera devices, and when determining that the abnormality has occurred, outputting an alert.

Abstract: A non-transitory computer-readable recording medium stores therein an alert generation program that causes a computer to execute a process including acquiring video image of a person who is scanning a code of a commodity product to an accounting machine, specifying, by analyzing the acquired video image, from among a plurality of commodity product candidates that are set in advance, a commodity product candidate that corresponds to the commodity product that is included in the video image, acquiring an item of the commodity product that has been registered to the accounting machine by scanning the code of the commodity product to the accounting machine, and generating, based on an item of the specified commodity product candidate and the item of the commodity product acquired from the accounting machine, an alert that indicates an abnormality of the commodity product that has been registered to the accounting machine.

Abstract: A non-transitory computer-readable storage medium storing a specifying program that causes at least one computer to execute a process, the process includes acquiring a video that includes an object; narrowing down, by inputting the acquired video to a machine learning model that refers to reference source data in which attributes of objects are associated with each of a plurality of hierarchies, attributes of the object included in the video among attributes of objects of a first hierarchy; identifying attributes of objects of a second hierarchy under the first hierarchy by using the attributes of the object obtained by the narrowing down; and specifying, by inputting the acquired video to the machine learning model, an attribute of the object included in the video among the attributes of the objects of the second hierarchy.

Abstract: A non-transitory computer-readable storage medium storing an alert generation program that causes at least one computer to execute a process, the process includes acquiring a video of a person who holds a product to be registered in an accounting machine; specifying, by inputting the acquired video to a machine learning model, a product candidate that corresponds to the product included in the video from a plurality of product candidates; acquiring an item of the product input by the person from a plurality of product candidates output by the accounting machine; and generating an alert that indicates an abnormality of the product registered in the accounting machine based on the acquired item of the product and the specified product candidate.

Abstract: A non-transitory computer-readable storage medium storing a data generation program that causes at least one computer to execute a process, the process includes acquiring product data; generating reference source data in which attributes of products are associated with each of a plurality of hierarchies based on a variance relationship of attributes of products included in the acquired product data; and setting the generated reference source data as data to be referred to by a zero-shot image classifier.

Abstract: An information processing apparatus acquires video image data on a person who is scanning a code of a commodity product to an accounting machine. The information processing apparatus identifies, from the video image data by analyzing the acquired video image data, each of an entire region of the commodity product and a position of a code held by the commodity product. The information processing apparatus generates, based on the identified position of the code held by the commodity product with respect to the entire region of the commodity product, an alert that indicates an abnormality of a behavior of registering the commodity product to the accounting machine.

Abstract: A non-transitory computer-readable recording medium stores therein an information processing program that causes a computer to execute a process includes acquiring video image data on a person who is scanning a code of a commodity product to an accounting machine, specifying, by analyzing the acquired video image data, the commodity product that has been gripped by the person within a range of an area that is set for the code of the commodity product to be scanned to the accounting machine, acquiring, by scanning the code of the commodity product by the accounting machine, commodity product information that has been registered to the accounting machine, and generating, by comparing the acquired commodity product information with the specified commodity product that has been gripped by the person, an alert connected to an abnormality of a behavior of registering the commodity product to the accounting machine.

Abstract: A non-transitory computer-readable storage medium storing an information processing program that causes at least one computer to execute a process, the process includes acquiring video data of a product placed on a scale included in a registration machine; specifying an attribute regarding an appearance of the product, by inputting the acquired video data into a first machine learning model; acquiring information regarding a weight of the product, from the accounting machine that has measured a weight of the product placed on the scale; and performing machine learning of a second machine learning model, by using the specified attribute of the product as training data and the acquired information regarding the weight of the product as correct answer data.

Abstract: An information processing apparatus acquires video image data on a person who is scanning a code of a commodity product to an accounting machine, and specifies, from the acquired video image data by analyzing the acquired video image data, a region of a hand of the person and a region of the commodity product that is being gripped in the hand of the person. The information processing apparatus tracks either a movement of the hand of the person that is gripping the commodity product, or, a movement of the gripped commodity product, and generates, based on a change in the tracked movement of the hand or a change in the tracked movement of the commodity product, an alert connected to an abnormality of a behavior of registering the commodity product to the accounting machine.