Invention Grant
- Patent Title: Learning utilization system, utilizing device, learning device, non-transitory computer-readable medium, and learning utilization method
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Application No.: US18009333Application Date: 2020-07-28
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Publication No.: US12340574B2Publication Date: 2025-06-24
- Inventor: Susumu Iino , Misato Naito , Kiyoyasu Maruyama
- Applicant: Mitsubishi Electric Corporation
- Applicant Address: JP Tokyo
- Assignee: Mitsubishi Electric Corporation
- Current Assignee: Mitsubishi Electric Corporation
- Current Assignee Address: JP Tokyo
- Agency: XSENSUS LLP
- International Application: PCT/JP2020/028859 WO 20200728
- International Announcement: WO2022/024211 WO 20220203
- Main IPC: G06V10/82
- IPC: G06V10/82 ; G06N3/045

Abstract:
A utilizing device includes a utilizing-side inference unit that uses a utilizing-side inference network to perform inference from target data, and a utilizing-side transmitting unit that transmits the target data to a learning device when the degree of certainty of the inference result inferred by the utilizing-side inference network is lower than a predetermined criterion. The learning device includes a learning-side inference unit that uses a learning network functioning as a teacher model of a utilizing-side inference network to perform inference from the received target data to generate learning data, a learning unit that generates updated weighting coefficient information indicating weighting coefficients updated by relearning the learning-side inference network which has the same network structure as the utilizing-side inference network by using the learning data, and a learning-side transmitting unit that transmits the updated weighting coefficient information to the utilizing device to update the utilizing-side inference network.
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