Abstract: A training data generation device generates training data usable in machine learning. A learned model using the training data generated by the training data generation device is used in an inspection device for determining whether an inspection target is a normal product by inputting an image capturing the inspection target into the learned model. The training data generation device includes: a determination-target image extraction unit that extracts, from an input image, one or more determination-target images containing a determination target that satisfies a predetermined condition; a sorting unit that associates, on the basis of sorting the inspection target captured in the determination-target image, each of the determination-target images and a result of the sorting with each other; and a training data memory unit that stores training data in which each of the determination-target images and a result of the sorting are associated with each other.

Abstract: An X-ray inspection apparatus includes: an X-ray emission unit for emitting an X-ray to an object; an X-ray detection unit for detecting each X-ray photon transmitted through the object by discriminating energy possessed by the photon into one or more energy region(s) in accordance with a predetermined threshold level; a storage unit for storing the object and the associated threshold level; a threshold level setting unit for referring to the storage unit to keep a threshold level for the object specified by inputted information so that the X-ray detection unit can refer to the threshold level as the predetermined threshold level; and an inspection unit for inspecting the object based on a number of photons or an amount corresponding to the number of the photons detected by the X-ray detection unit for each of the one or more energy region(s).

Abstract: An X-ray inspection system of the present application is capable of blocking the effect of heat from an X-ray source, thereby making it possible to place a heat-sensitive circuit component in the same housing space as the X-ray source. The X-ray inspection system includes a housing 10 provided with an upper housing space 11, in which an X-ray source 32 housed in a cooling container 30 is placed. Due to pressure of a pump 36, a cooling medium circulates between the cooling container 30 and a heat radiating device 33, thereby suppressing the temperature rise of the cooling container 30. Since the cooling container 30 is placed in the upper housing space 11, the upper housing space 11 serves as a cooling space, suppressing the temperature rise. Therefore, heat-sensitive or heat-producing circuit components can be placed in the upper housing space 11.

Abstract: A package inspection system includes a conveyor mechanism 6, an X-ray generator 10 applying X rays to a package W1 conveyed by the conveyor mechanism 6, an X-ray sensor 13, and an optical sensor 15. First image data showing the outline of the content of the package W1 are generated based on detection output from the X-ray sensor 13. Second image data showing the outline of the wrapping of the package W1 are generated based on detection output from an optical sensor 15. The relative position of the wrapping and the content is determined based on the first and second image data, so that failures, e.g., the content caught in a seal of the wrapping can be detected accurately. The package inspection system can accurately determine a position of a wrapping and the content of a package even if a package has a light non-transmissive wrapping.