Skip to content
A lightweight GUI to create neural network architectures.
Branch: master
Clone or download
Fetching latest commit…
Cannot retrieve the latest commit at this time.
Type Name Latest commit message Commit time
Failed to load latest commit information.

neural-network-gui (aka NNCreator)

A lightweight GUI to create neural network architectures which can be used in popular deep learning frameworks.


This project consits out of two important parts

  • The GUI written in C# with WPF (NNGui)
  • The network parser written in C++ (NNCreator)


This WPF application, written in C#, offers a easy to understand user interface allowing (unexperienced) users to create network architectures easily. Nevertheless, there are almost no restrictions regarding the network architecture, so that is just as well possible to generate more complex models with NNGui. After the network architecture has been defined in NNGui one can export it as an human-readable .xml file. This .xml file can then later on be parsed by the NNCreator to create a real network model.

Short Demo of the UI


This program/library, written in pure C++, is meant to import the previously .xml files describing a network's architecture. Afterwards it will create a graph to represent this architecture in one of the popular deep learning frameworks. At the beginning only Microsoft's CNTK is supported, but it is planned to support different frameworks like Caffe, Caffe2 and tensorflow later, too.

Short Demo of the command line tool

You can’t perform that action at this time.