ProSR - A Fully Progressive Approach to Single-Image Super-Resolution

Repository containing an independent implementation of the paper: "A Fully Progressive Approach to Single-Image Super-Resolution" - ProSR is a Single Image Super-Resolution (SISR) method designed upon the principle of multi-scale progressiveness. The architecture resembles an asymmetric pyramidal structure with more layers in the upper levels, to enable high upsampling ratios while remaining efficient. The training procedure implements the paradigm of curriculum learning by gradually increasing the difficulty of the task.


Want to receive more content like this in your inbox?