TRAINING METHOD AND APPARATUS FOR IMAGE SEGMENTATION MODEL, IMAGE SEGMENTATION METHOD AND APPARATUS, AND DEVICE

    公开(公告)号:EP4358033A1

    公开(公告)日:2024-04-24

    申请号:EP22891672.2

    申请日:2022-09-26

    Abstract: A training method and apparatus for an image segmentation model, an image segmentation method and apparatus, and a device. The training method for an image segmentation model comprises: obtaining a first image, a second image, and an annotated image of the first image (201);obtaining a predicted image of the first image according to a first network model (202);obtaining a predicted image of the second image according to a second network model (203);determining a reference image of the second image on the basis of the second image and the annotated image of the first image (204);and updating model parameters of the first network model on the basis of the predicted image of the first image, the annotated image of the first image, the predicted image of the second image, and the reference image of the second image to obtain an image segmentation model (205).The number of images to be annotated is reduced, time consumption and manpower consumption are decreased, the cost is lowered, and the model training speed is increased, thereby improving the image segmentation efficiency.

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