Title:
LEARNING DEVICE, LEARNING METHOD, AND PROGRAM
Document Type and Number:
WIPO Patent Application WO/2024/004278
Kind Code:
A1
Abstract:
This learning device updates a model by executing at least one round of an active learning process. The at least one active learning process includes: selecting at least one evaluation image from an image group that have not been used for learning; and repeatedly executing a relearning process until an evaluation result of the model using the at least one evaluation image satisfies an end criterion. In at least one round of the active learning process, the selecting of the at least one evaluation image includes: calculating, for each image in the image group, an evaluation value that exhibits the confidence level of discrimination by the newest model; and selecting an image that exhibits a relatively low confidence level as the at least one evaluation image. Accordingly, a model having a high attribute discrimination accuracy is generated in a short time.
Inventors:
IKEDA YASUYUKI (JP)
Application Number:
PCT/JP2023/008301
Publication Date:
January 04, 2024
Filing Date:
March 06, 2023
Export Citation:
Assignee:
OMRON TATEISI ELECTRONICS CO (JP)
International Classes:
G06T7/00; G06N3/08; G06N20/00; G06V10/70
Foreign References:
| JP2021086382A | 2021-06-03 | |||
| JP2017211765A | 2017-11-30 | |||
| JP2003208595A | 2003-07-25 |
Attorney, Agent or Firm:
FUKAMI PATENT OFFICE, P.C. (JP)
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