Abstract: An image of an object is received into an augmented reality (AR) device. Information is received for identifying the object or a component associated with the object. A database is accessed to retrieve data relating to the object or the component associated with the object, and a heat map is created as a function of the data relating to the object or the component associated with the object. The heat map is displayed on a computer display device.

Abstract: An apparatus includes at least one memory configured to store at least one image of multiple pieces of deburring media used in a vibration deburring machine. The apparatus also includes at least one processor configured to analyze the at least one image to determine a condition of each of the multiple pieces of deburring media and determine an overall condition of the deburring media. The at least one processor is also configured to generate a graphical user interface containing a notification based on at least one of: the conditions of the multiple pieces of deburring media and the overall condition of the deburring media.

Abstract: An image of an object is received into an augmented reality (AR) device. Information is received for identifying the object or a component associated with the object. A database is accessed to retrieve data relating to the object or the component associated with the object, and a heat map is created as a function of the data relating to the object or the component associated with the object. The heat map is displayed on a computer display device.

Abstract: An apparatus includes at least one memory configured to store at least one image of multiple pieces of deburring media used in a vibration deburring machine. The apparatus also includes at least one processor configured to analyze the at least one image to determine a condition of each of the multiple pieces of deburring media and determine an overall condition of the deburring media. The at least one processor is also configured to generate a graphical user interface containing a notification based on at least one of: the conditions of the multiple pieces of deburring media and the overall condition of the deburring media.

Abstract: A method includes obtaining data associated with an electronic component. The method also includes conducting a multi-tier inspection process to verify a conformance of the electronic component. Each of the tiers includes a different type of identification test, and at least one of the tiers is configured to provide fuzzy outputs. The method further includes analyzing the data associated with the electronic component using one or more first tests associated with a first of the tiers to determine whether the electronic component conforms to a pre-specified requirement. In addition, the method includes generating an output based on the analysis and determining whether additional testing is required using one or more next-level tests associated with another of the tiers.

Abstract: A method includes obtaining data associated with an electronic component. The method also includes conducting a multi-tier inspection process to verify a conformance of the electronic component. Each of the tiers includes a different type of identification test, and at least one of the tiers is configured to provide fuzzy outputs. The method further includes analyzing the data associated with the electronic component using one or more first tests associated with a first of the tiers to determine whether the electronic component conforms to a pre-specified requirement. In addition, the method includes generating an output based on the analysis and determining whether additional testing is required using one or more next-level tests associated with another of the tiers.