Systems and methods for distortion removal at multiple quality levels

A computer-implemented method, comprising:

• receiving target content, wherein the target content has a plurality of target distortion quality levels;
• receiving a conditioned distortion removal model, the conditioned distortion removal model having been conditioned by training an initial distortion removal model using training content and a plurality of training distortion quality levels, wherein the training content comprises original content and reconstructed content derived from distorted original content, and wherein the plurality of training distortion quality levels are generated based on the reconstructed content;
• and
• applying the conditioned distortion removal model to the target content and the plurality of target distortion quality levels to generate corrected target content.

A system, comprising:

• a memory storing one or more instructions;
• and
• one or more processors that execute the one or more instructions to perform the steps of:
• obtaining target content, wherein the target content has a plurality of target distortion quality levels;
• obtaining a conditioned distortion removal model, the conditioned distortion removal model having been conditioned by training an initial distortion removal model using training content and a plurality of training distortion quality levels, wherein the training content comprises original content and reconstructed content derived from distorted original content, and wherein the plurality of training distortion quality levels are generated based on the reconstructed content;
• and
• applying the conditioned distortion removal model to the target content to generate corrected target content.