PythonImageUpscaler is a project that uses opencv super resolution functionality along with some deep learning algorithms to enhance image quality when upscaling.
The deep learning algorithms used are available at the following repositories:
This project is based on python 3.8.5, and uses opencv for image processing and if requested for interactive visualization of results.
To install all dependencies, just run pip install -r requirements.txt
The python script accepts 4 arguments:
- filepath: The filepath to the image desired to upscale.
- algorithm: The algorithm to use for image upscaling (f.e. EDSR_x2).
- outputfilepath: The filepath where the image will be saved.
- showresults: Whether to show a window with the result to interactively zoom to inspect them, optional.
The parameter Algorithm only accepts a collection of values, too see the available ones, use the --help command."# PythonImageUpscaler"