remydeme / neural-network-perceptron

Implement A deep neural from scratch in CPP.

neural-network-perceptron

Resume

This an MLP multilayer neural network.

Compile

Download the source code launche make

Train your net

./Net --file "[(eight.jpg), (one.jpg), (seven.jpg)]" --t "[900,100, 4]" --size "[30,30]"

./Net --file "[(eight.jpg, eight_2.jpg, eight_3.jpg), (one.jpg, one_2.jpg, one_3.jpg), (seven.jpg)]" --t "[900,100, 4]" --size "[30,30]"

--file () = list of file of the same pattern.

--t [L,L,L] = size of each layer. For an output of 3 variables, you have to enter 4 because you have the bias neurone. So L = (number_wanted + 1).

--size "[height, width]" size wanted.

--path the location of the files input files. If they are in the current workspace path arg is."".

dependencies

Boost

Opencv