• Patent Title: Training data generation apparatus
  • Application No.: US17602403
    Application Date: 2019-04-25
  • Publication No.: US11954901B2
    Publication Date: 2024-04-09
  • Inventor: Tetsuo Inoshita
  • Applicant: NEC Corporation
  • Applicant Address: JP Tokyo
  • Assignee: NEC CORPORATION
  • Current Assignee: NEC CORPORATION
  • Current Assignee Address: JP Tokyo
  • International Application: PCT/JP2019/017766 2019.04.25
  • International Announcement: WO2020/217425A 2020.10.29
  • Date entered country: 2021-10-08
  • Main IPC: G06N3/08
  • IPC: G06N3/08 G06V10/774 G06V10/778
Training data generation apparatus
Abstract:
A selecting unit selects first to third moving image data from a plurality of frame images composing moving image data. A first generating unit generates first training data that is labeled data relating to a specific recognition target from the first moving image data. A first learning unit learns a first model recognizing the specific recognition target by using the first training data. A second generating unit generates second training data from the second moving image data by using the first model. A second learning unit learns a second model by using the second training data. A third generating unit generates third training data from the third moving image data by using the second model.
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