IMAGE PROCESSING METHOD AND APPARATUS WITH NEURAL NETWORK ADJUSTMENT

    公开(公告)号:US20210334609A1

    公开(公告)日:2021-10-28

    申请号:US17368917

    申请日:2021-07-07

    Abstract: A method and apparatus for adjusting a neural network that classifies a scene of an input image into at least one class is provided. The method generates a feature image having a size that is less than a size of an input image by applying a convolutional network to the input image, determines at least one class corresponding to the feature image, generates a class image having a size corresponding to the size of the input image by applying a deconvolutional network to the feature image, calculates a loss of the class image based on a verification class image preset with respect to the input image, and adjusts the neural network based on the loss.

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