Deep Neuronal Filter (DNF) -- libtorch version

A realtime noise reduction filter using deep networks in autoencoder configuration.

https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0277974

Prerequisites Libraries and packages

1. Make sure you have cmake and a c++ compiler installed.

2. Libtorch

• Intel architectures: Get libtorch from the PyTorch homepage. Add CMAKE_PREFIX_PATH=/path/to/libtorch pointing to the libtorch directory as an environment variable.
• ARM Debian (Raspberry PI): just do apt install libtorch-dev and you are all set!

How to compile

Type:

cmake .

to create the makefile and then

make

to compile the library and the demos.

Installation

sudo make install

Documentation

Doxygen generated documentation

Example

Simple instructional example which removes 50Hz from an ECG.

Credits

• Bernd Porr
• Sama Daryanavard