METHOD, ELECTRONIC DEVICE, AND COMPUTER PROGRAM PRODUCT FOR TRAINING IMAGE PROCESSING MODEL

Patent №

US 12,586,152

Granted

2026-03-24

Filed 2023

Owner

Dell Products L.P.

Lab

AI components

0

Assignment

None on record

Dataset

AIPD

Application

18130022

Embodiments of the present disclosure relate to a method, an electronic device, and a computer program product for training an image processing model. The method in an illustrative embodiment includes: obtaining a folding weight of a folded convolutional layer of a pre-trained generator by performing a folding operation on a plurality of weights of a plurality of convolutional layers of the pre-trained generator. The method further includes: embedding the pre-trained generator into the image processing model. The method further includes: training the image processing model using a plurality of pairs of sample images, wherein at least one pair of sample images of the plurality of pairs of sample images includes a first sample image having a first resolution and a second sample image having a second resolution, and wherein the first resolution is less than the second resolution.

G06N 3/0464G06T 3/4046G06N 3/047G06N 3/094G06N 3/045G06N 3/04G06N 3/08G06N 3/084+2 more

Ownership

Dell Products L.P.

From the same owner

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