Using residual video data resulting from a compression of original video data to improve a decompression of the original video data

A system comprising:

• a non-transitory memory storing instructions;
• and
• one or more processors in communication with the non-transitory memory that execute the instructions to:
• perform a domain-specific video compression on an original frame of original video data to generate a compressed frame;
• determine residual video data for the compressed frame by calculating a difference between the original frame and the compressed frame;
• use a domain-specific autoencoder to:
• encode the residual video data, by downsizing a feature map of the residual video data, to create encoded residual video data, and
• binarize the encoded residual video data, by converting the downsized feature map into a binary feature map, to create binarized residual video data;
• compress the binarized residual video data to create compressed residual video data;
• and
• stream the compressed residual video data with the compressed frame in a streaming packet, wherein the compressed residual video data is included in a meta field of the streaming packet.

A non-transitory computer-readable media storing computer instructions which when executed by one or more processors of a device cause the device to:

• perform a domain-specific video compression on an original frame of original video data to generate a compressed frame;
• determine residual video data for the compressed frame by calculating a difference between the original frame and the compressed frame;
• use a domain-specific autoencoder to:
• encode the residual video data, by downsizing a feature map of the residual video data, to create encoded residual video data, and
• binarize the encoded residual video data, by converting the downsized feature map into a binary feature map, to create binarized residual video data;
• compress the binarized residual video data to create compressed residual video data;
• and
• stream the compressed residual video data with the compressed frame in a streaming packet, wherein the compressed residual video data is included in a meta field of the streaming packet.