Patent ID: 11922317
Assignee: JVCKENWOOD CORPORATION
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 2:
3. A learning data generation apparatus comprising:
an object extraction unit configured to extract an object image from an image;
a classification evaluation unit configured to evaluate the object image based on a learned model and to thereby calculate reliability indicating a degree of possibility that the object image is classified as a candidate label;
a classification determination unit configured to, if the reliability is smaller than a first threshold and equal to or larger than a second threshold which is smaller than the first threshold, associate a temporary label different from the candidate label with the object image; and
a learning data generation unit configured to generate learning data based on the object image that is associated with the temporary label, wherein the classification determination unit is further configured to change at least one of the first threshold and the second threshold in accordance with a number of the images that are used for the learned model.