Learning method, learning system, learned model, program and super resolution image generation apparatus

摘要

Problem to be solved: to provide a learning method and a learning system, a program, a learned model, and a super resolution image generating apparatus capable of corresponding to the input data of an arbitrary size and capable of suppressing the amount of calculation at the time of image generation.A learning method according to one aspect of the disclosure isA learning method for the machine learning of the generation model which estimates the second image including the high resolution image information than the first image.Generate generator andA discriminator which identifies whether the given data is data of the correct image for learning or data derived from the output from the generator;Using hostile generation networks includingAmong generators and descriptorsThe self tension mechanism is implemented by the self limiting mechanism.