Invention Grant
- Patent Title: Method for building image determination model, image determination model, and image determination method
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Application No.: US16904697Application Date: 2020-06-18
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Publication No.: US11373293B2Publication Date: 2022-06-28
- Inventor: Atsushi Imamura , Kazuhiro Kitamura
- Applicant: SCREEN HOLDINGS CO., LTD.
- Applicant Address: JP Kyoto
- Assignee: SCREEN HOLDINGS CO., LTD.
- Current Assignee: SCREEN HOLDINGS CO., LTD.
- Current Assignee Address: JP Kyoto
- Agency: McDermott Will & Emery LLP
- Priority: JPJP2019-119420 20190627
- Main IPC: G06T7/00
- IPC: G06T7/00 ; G06N20/00

Abstract:
A method for building an image determination model that determines whether a print image is a good image or a failure image includes a step of determining whether the print image is a high-density image or a low-density image; a step of generating teaching data by combining pseudo-failure data with to-be-combined image data, based on a result of the determination; and a step of performing machine learning. Regarding the combining of the pseudo-failure data, for a print image determined to be the high-density image, low-density pseudo-failure data is combined with to-be-combined image data, and for a print image determined to be the low-density image, high-density pseudo-failure data is combined with to-be-combined image data.
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