Data generation apparatus, data generation method, and data generation program
AssigneeOMRON Corporation
InventorsMasashi KURITA, Yuki HANZAWA
Life of this patent
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Abstract
A data generation apparatus includes: an acquisition unit configured to acquire a result determined by a determination unit, which uses an identification device trained using learning data, as to whether or not an object to be inspected includes a part to be detected based on an image of the object to be inspected; an evaluation unit configured to evaluate whether or not the determination result is correct; and a generation unit configured to generate, if the evaluation unit has evaluated that the determination result is not correct, new learning data by associating at least one of the image and a composite image generated based on the image with information in which the determination result is corrected.
Claims19
A data generation apparatus comprising:
- a processor configured with a program to perform operations comprising:
- operation as an acquisition unit configured to acquire a result determined by a determination unit using an identification device trained using learning data, the determined result being whether an object to be inspected includes a part to be detected based on an image of the object to be inspected;
- operation as an evaluation unit configured to evaluate whether the result determined by the determination unit is correct;
- and
- operation as a generation unit configured to generate, if the evaluation unit has evaluated that the determination result is not correct, new learning data by associating at least one of the image and a composite image generated based on the image with information in which the determination result is corrected.
A data generation method comprising:
- acquiring a result determined by a determination unit, which uses an identification device trained using learning data, as to whether an object to be inspected includes a part to be detected based on an image of the object to be inspected;
- evaluating whether the result determined by the determination unit is correct;
- and
- generating, if an evaluation unit has evaluated that the determination result is not correct, new learning data by associating at least one of the image and a composite image generated based on the image with information in which the determination result is corrected.
A non-transitory computer-readable recording medium storing a data generation program, when read and executed, causing a processor included in a data generation apparatus to perform operations comprising:
- acquiring a result determined by a determination unit, which uses an identification device trained using learning data, as to whether an object to be inspected includes a part to be detected based on an image of the object to be inspected;
- evaluating whether the result determined by the determination unit is correct;
- and
- generating, if the evaluation unit has evaluated that the determination result is not correct, new learning data by associating at least one of the image and a composite image generated based on the image with information in which the determination result is corrected.
Dependencies are inferred from the claim text.