Implementation of integer wavelet transform using lifting scheme.
The tool is able to decompose grayscale images of any size.
After installing the package, a new CLI is exposed to your shell:
> wavelets
All flags are explained in the help menu, which can be shown by specifying the -h flag.
In general, it is important to specify if you want to decompose the image (-d) or reconstruct the original image from a decomposed image (-r).
Please take a look at the provided example in example.py. This shows how you can specify a wavelet and use to transform an image.
The project is published on PyPI.org. To install the package with all required packages run:
> pip install integer-wavelets
To build the project from source start by cloning the project:
> git clone https://github.com/BrPetrus/integer-wavelet-transform
Install poetry:
> pip install poetry
Now you can build the wheel files using:
> poetry build
This will build the project under the dist folder. Now you can install the package by running:
> pip install dist/*