a vs2017 C++ demo of deep neural networks. It is implemented purely in C++, only depends on Eigen lib.
A Visual Studio solution mini-dnn.sln has been generated. Open the solution file and build all projects, the static lib and examples have been built.
We can ref the blog which introduces the configuration of Eigen under VS2017
Download and unzip mnist dataset by the baiduyun code 45x2 in mini-dnn/mini-dnn
Run demo.cpp
simple neural network with 3 FC layers can obtain 0.97+ accuracy on MNIST testset. you can select layers by yourself.
Thanks for the repo