- 专利标题: Computer-readable recording medium having stored therein information processing program, method for processing information, and information processing apparatus
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申请号: US17144162申请日: 2021-01-08
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公开(公告)号: US11508064B2公开(公告)日: 2022-11-22
- 发明人: Akira Sakai , Masaaki Komatsu , Ai Dozen
- 申请人: FUJITSU LIMITED , RIKEN , NATIONAL CANCER CENTER
- 申请人地址: JP Kawasaki; JP Wako; JP Tokyo
- 专利权人: FUJITSU LIMITED,RIKEN,NATIONAL CANCER CENTER
- 当前专利权人: FUJITSU LIMITED,RIKEN,NATIONAL CANCER CENTER
- 当前专利权人地址: JP Kawasaki; JP Wako; JP Tokyo
- 代理机构: Xsensus LLP
- 优先权: JPJP2020-014107 20200130
- 主分类号: G06T7/11
- IPC分类号: G06T7/11 ; G06T7/00 ; G06K9/62 ; G06N3/08
摘要:
A method includes: acquiring a training data set including pieces of training data, each of the pieces including an image of a training target, first annotation data representing a rectangular region in the image, and second annotation data; training, based on the image and the first annotation data, an object detection model specifying a rectangular region including the training target; training, based on the image and the second annotation data, a neural network; and calculating a first index value related to a relationship of a pixel number, the trained estimation model and the calculated first index value being used in a determination process that determines, based on the calculated first index value and a second index value relationship between a pixel number in an output result and an estimation result, whether or not a target in a target image is normal.
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