Image recognition method and system, training method, and electronic device
By introducing image recognition models and attention mechanisms, combined with pixel and position encoding, the problems of efficiency and accuracy in display panel defect detection are solved, reducing the cost and risk of manual inspection and improving production efficiency.
CN116547700BActive Publication Date: 2026-07-24BOE TECHNOLOGY GROUP CO LTD +1
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Patent Information
- Authority / Receiving Office
- CN · China
- Patent Type
- Patents(China)
- Current Assignee / Owner
- BOE TECHNOLOGY GROUP CO LTD
- Filing Date
- 2021-11-30
- Publication Date
- 2026-07-24
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Figure CN116547700B_ABST
Abstract
The present disclosure relates to an image recognition method and system for a display panel, a training method of an image recognition model, an electronic device and a computer storage medium. The image recognition method comprises: acquiring an image of a display panel, the image of the display panel comprising a plurality of gate lines and data lines, the gate lines extending along a first direction, the data lines extending along a second direction different from the first direction, the plurality of gate lines and the plurality of data lines crossing to define a plurality of sub-pixel regions, the image of the display panel further comprising a defect pattern, the defect pattern being located in one or more of the sub-pixel regions; identifying the defect pattern in the image of the display panel by using an image recognition model to obtain defect information, the defect information comprising at least one of a defect type and a defect position of the defect pattern, the image recognition model comprising a first attention model, the first attention model being used to learn a weight proportion of a feature of the defect pattern in the image of the display panel.
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