learnopencv/Super-Resolution-in-OpenCV

Super Resolution in OpenCV

This repository contains code for Super Resolution in OpenCV blogpost.

Please note that the code requires installation of OpenCV Contrib module along with the core modules.

The model files used in the example code can be downloaded from the links below.

• EDSR
• ESPCN
• FSRCNN
• LapSRN

You should also check out opencv_contrib repository for more details on OpenCV Super Resolution

Instructions

Python

To run the code in Python, please use super_res.py

C++

To run the code in C++, please follow the steps given below:

mkdir build
cd build
cmake ..
cmake --build . --config Release
cd ..
./build/SuperResolution

AI Courses by OpenCV

Want to become an expert in AI? AI Courses by OpenCV is a great place to start.