Patent ID: 11948271
Assignee: NETFLIX, INC.
Field: Audio-visual technology (Electrical engineering)
Classification: CPC G  H | IPC G

Claim 10:
11. One or more non-transitory computer readable media including instructions that, when executed by one or more processors, cause the one or more processors to train a neural network to downsample images by performing the steps of:
executing a first convolutional neural network on a first source image to generate a first downsampled image, wherein the first convolutional neural network includes at least two residual blocks;
upsampling the first downsampled image to generate a first reconstructed image;
computing a first reconstruction error based on the first reconstructed image and the first source image; and
performing one or more training operations on the first convolutional neural network based on the first reconstruction error to generate a trained convolutional neural network.