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公开(公告)号:US20240337604A1
公开(公告)日:2024-10-10
申请号:US18745134
申请日:2024-06-17
Inventor: Toru SAKAI , Masashi YOSHIDA , Michio SAKURAI , Daichi HIGASHI
IPC: G01N21/88 , B23K31/12 , B23K37/02 , G01N33/207 , G06T1/00 , G06T7/00 , G06T7/50 , G06V10/20 , G06V10/764
CPC classification number: G01N21/8851 , B23K31/125 , B23K37/0229 , G01N33/207 , G06T1/0014 , G06T7/0006 , G06T7/50 , G06V10/255 , G06V10/764 , G01N2021/8887 , G06T2207/20081 , G06T2207/30136 , G06T2207/30164 , G06V2201/06
Abstract: An appearance inspection apparatus includes a shape measurement unit configured to measure the three-dimensional shape of a weld and a data processor configured to process shape data acquired by the shape measurement unit. The data processor includes a shape data processor configured to correct a resolution of the shape data, a learning data set generator configured to generate a plurality of learning data sets by performing data augmentation on multiple pieces of sample shape data acquired in advance, a determination model generator configured to generate a determination model using the plurality of learning data sets, and a first determination unit configured to determine whether the shape of the weld is good or bad based on the shape data having the corrected resolution and the determination model.
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公开(公告)号:US20210308782A1
公开(公告)日:2021-10-07
申请号:US17353108
申请日:2021-06-21
Inventor: Michio SAKURAI , Narumi ATSUTA , Toru SAKAI , Masashi YOSHIDA
Abstract: A welding system includes a welding apparatus and an appearance inspection apparatus. The appearance inspection apparatus includes: a shape measurement unit that measures the shape of a weld; an image processor that generates image data based on data of the shape; a determination unit that determines whether the shape of the weld is good or bad based on the image data and a determination model; and a feedback unit that extracts shape defect information if the result of the determination by the determination unit is negative. An output controller of the welding apparatus corrects a welding condition for a workpiece based on the shape defect information extracted by the feedback unit.
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