Skip to content

C++ implementation of the Fast Super-Resolution Convolutional Neural Network (FSRCNN).

License

Notifications You must be signed in to change notification settings

thinkerleolee/FSRCNN-OpenCV

Repository files navigation

FSRCNN-OpenCV

C++ implementation of the Fast Super-Resolution Convolutional Neural Network (FSRCNN).

This implements two models: FSRCNN which is more accurate but slower and FSRCNN-s which is faster but less accurate.

Based on this paper.

Prerequisites

  • >Eigen-3.3.7
  • >OpenCV-3.4.5

Usage

Usage: FSRCNN-OpenCV.exe <option(s)> SOURCE-IMG
Options:
        -f,--fast True/False    Use FSRCNN-s or FSRCNN
        -s,--scale 2/3  Specify the scale num

Result

Original Comic image:

Bicubic Comic image X3:

FSRCNN Comic image X3:

References

About

C++ implementation of the Fast Super-Resolution Convolutional Neural Network (FSRCNN).

Resources

License

Stars

Watchers

Forks

Packages

No packages published

Languages