| CPC G06T 3/4046 (2013.01) [G06F 18/2163 (2023.01); G06N 3/045 (2023.01); G06N 3/08 (2013.01)] | 18 Claims |
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1. An electronic apparatus comprising:
a memory configured to store a plurality of neural network models; and
a processor connected to the memory and control the electronic apparatus,
wherein the processor is configured to:
obtain a weight map based on an object area included in an input image,
obtain a plurality of images by inputting the input image to each of the plurality of neural network models, and
obtain an output image by weighting the plurality of images based on the weight map,
wherein each of the plurality of neural network models is a model trained to upscale an image, and
wherein the processor is further configured to assign a higher value to an object area included in a first image from among the plurality of images than an object area included in a second image from among the plurality of images, and assign a lower value to a background area included in the first image than a background area included in the second image to weight the first image and the second image.
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