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IMAGE RECOGNITION MODEL GENERATING DEVICE, IMAGE RECOGNITION MODEL GENERATING METHOD, IMAGE RECOGNITION MODEL GENERATING PROGRAM STORING MEDIUM, IMAGE GENERATING DEVICE, IMAGE GENERATING METHOD, AND IMAGE GENERATING PROGRAM STORING MEDIUM
IMAGE RECOGNITION MODEL GENERATING DEVICE, IMAGE RECOGNITION MODEL GENERATING METHOD, IMAGE RECOGNITION MODEL GENERATING PROGRAM STORING MEDIUM, IMAGE GENERATING DEVICE, IMAGE GENERATING METHOD, AND IMAGE GENERATING PROGRAM STORING MEDIUM
In order to improve the learning performance of a neural network model, this image recognition model generating device is provided with an input image patch determining unit, a similar patch searching unit, a pixel value generating unit, and a convolution processing unit. The input image patch determining unit determines an input image patch containing a border region in contact with the outside of a boundary line of an input image. The similar patch searching unit searches for a similar patch that is similar to the input image patch. The pixel value generating unit generates a pixel value complementing the border region, on the basis of the similar patch. The convolution processing unit performs a convolution process from the generated pixel value and pixel values of the input image.
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