Patent ID: 11893762
Assignee: DEEP RENDER LTD.
Field: Audio-visual technology (Electrical engineering)
Classification: CPC G  H | IPC G

Claim 11:
12. The method of claim 11, further comprising, prior to the step of encoding the first input training image, performing the steps of:
receiving a second input training image;
encoding the second input training image using a second neural network to produce a latent representation;
performing a quantization process on the latent representation;
decoding the result of the quantization process to produce an output image, wherein the output image is an approximation of the second input training image
evaluating a difference between the output image and the second input training image;
updating the parameters of the second neural network based on the evaluated difference; and
repeating the above steps using a second set of training images to produce a second trained neural network.