18813622. METHOD AND APPARATUS FOR TRAINING IMAGE PROCESSING MODEL, ELECTRONIC DEVICE, COMPUTER-READABLE STORAGE MEDIUM, AND COMPUTER PROGRAM PRODUCT (Tencent Technology (Shenzhen) Company Limited)
METHOD AND APPARATUS FOR TRAINING IMAGE PROCESSING MODEL, ELECTRONIC DEVICE, COMPUTER-READABLE STORAGE MEDIUM, AND COMPUTER PROGRAM PRODUCT
Organization Name
Tencent Technology (Shenzhen) Company Limited
Inventor(s)
Chengjie Wang of Shenzhen (CN)
METHOD AND APPARATUS FOR TRAINING IMAGE PROCESSING MODEL, ELECTRONIC DEVICE, COMPUTER-READABLE STORAGE MEDIUM, AND COMPUTER PROGRAM PRODUCT
This abstract first appeared for US patent application 18813622 titled 'METHOD AND APPARATUS FOR TRAINING IMAGE PROCESSING MODEL, ELECTRONIC DEVICE, COMPUTER-READABLE STORAGE MEDIUM, AND COMPUTER PROGRAM PRODUCT
Original Abstract Submitted
A model training method includes obtaining a training sample set including a triplet training sample that includes a source image, a template image, and a true value image, performing face swapping on the source image and the template image through a first image processing model having a re-parameterization structure to obtain a face-swapped image, obtaining a second image processing model corresponding to the first image processing model and being a pre-trained image processing model, calculating a fusion loss function of the first image processing model according to the second image processing model, the first face-swapped image, and the true value image, training the first image processing model according to the fusion loss function, and determining a model parameter of the first image processing model in response to a training convergence condition of the first image processing model being reached.
