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 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: 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 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 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 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 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: 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 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: Provided are an easy and efficient linear friction-joining method with which it is possible to form an excellent joined section between materials being joined that are of different sizes and shapes, and a linear friction-joining structure obtained through the aforementioned friction-joining method.

Abstract: This shock absorber includes a friction generating member which is provided at a position on a side defined by a seal member of a cylinder and comes into sliding contact with a piston rod. The friction generating member has an annular elastic rubber portion which comes into sliding contact with the piston rod and a base portion to which the elastic rubber portion is fixedly attached. The elastic rubber portion is formed such that an upstream side and a downstream side are able to communicate with each other when a differential pressure between a one side chamber of the cylinder and a reservoir chamber reaches a predetermined pressure.

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: A dissimilar material solid phase bonding method is disclosed wherein one member and another member having different compositions are brought into contact with one another by way of an insert material to form an interface (1) to be bonded, at which the one member and the insert material are in contact with one another, and an interface (2) to be bonded, at which the other member and the insert material are in contact with one another; the temperature of the interface (1) to be bonded and the interface (2) to be bonded is raised by means of frictional heat and/or by electrical heating; a bonding pressure (1) is applied substantially perpendicular to the interface (1) to be bonded; a bonding pressure (2) is applied substantially perpendicular to the interface (2) to be bonded; and the bonding pressure (1) and the bonding pressure (2) are set to different values.

Abstract: A shock absorber includes an outer tube, an inner tube fitted to the outer tube so as to be able to move forward and backward, a cylinder provided inside the outer tube and extending inside the inner tube, a rod extending from an end portion of the inner tube exposed from the outer tube to an inside of the cylinder, and a piston which is provided on the rod and divides the inside of the cylinder to form a gas chamber. On an outer peripheral surface of the piston, a first lubricating member, a first seal member, and a second seal member are provided in this order from a side closest to the gas chamber to a side away from the gas chamber. The members are in sliding contact with an inner peripheral surface of the cylinder.

Abstract: To provide a solid phase welding method and a solid phase welding apparatus which are possible to accurately control the welding temperature, to lower the welding temperature and to achieve a solid phase welding of the metallic materials. The present invention provides a solid phase welding method for metallic materials comprising, a first step of forming an interface to be welded by abutting end portions of one material to be welded and the other material to be welded and applying a pressure in a direction substantially perpendicular to the interface to be welded, a second step of raising a temperature of the vicinity of the interface to be welded to a welding temperature by an external heating means, wherein the pressure is set to equal to or more than the yield strength of the one material to be welded and/or the other material to be welded at the welding temperature.

Abstract: A non-transitory computer-readable recording medium stores therein an action determination program that causes a computer to execute a process including acquiring history information of a user operation on a checkout machine to which a product to be purchased is registered and that performs checkout processing of the registered product, specifying, based on an image obtained by capturing a user in front of the checkout machine, an action in which the user operates the checkout machine while grasping an object, and determining, based on the acquired history information, whether the action in which the user operates the checkout machine while grasping an object is an action in which a product to be purchased is registered to the checkout machine.

Abstract: A computer-readable recording medium having stored therein an information processing program is provided. The information processing program causes a computer to execute processing including tracking an action taken by a user on an object on the basis of a captured image, distinguishing, on the basis of the action, between a first action in which the user holds the object and a second action in which the user releases the object held by the user, storing, on a first storage unit, first identification information and first location information with respect to the first action, storing, on a second storage unit, second identification information and second location information with respect to the second action, and in a case where the first action is detected at a position indicated in the second location information, storing the second identification information and the second location information on the first storage unit.

Abstract: An information processing apparatus obtains image data in which a predetermined area in front of an accounting machine, which is used by a user to register an article and pay the bill, is captured. Then, the information processing apparatus inputs the image data in a machine learning model that is trained to identify an article and a storage for the article, and obtains the output result. Subsequently, the information processing apparatus refers to the article and the storage specified in the output result, and identifies the action taken by the user with respect to the article.