private void mainfrm_Load(object sender, EventArgs e) { //初始化手写操作 handwriting_ini(); //构建BP神经网络 sys = new Wineforever.Neuralnet.System("sys"); sys.Create(32); sys.Create(10, "", "softmax"); //加载权重 sys.Load(System.AppDomain.CurrentDomain.BaseDirectory + "Model\\"); }
private void mainfrm_Load(object sender, EventArgs e) { //初始化手写操作 handwriting_ini(); //构建卷积神经网络 sys = new Wineforever.Neuralnet.System("sys"); sys.Create(3, 5, 1, "卷积层 1"); //3个卷积核,5x5尺寸 sys.Create(3, 3, 1, "卷积层 2"); //3个卷积核,3x3尺寸 sys.Create("Flatten层"); sys.Create(128, "全连接层 1"); //128个神经元 sys.Create(10, "全连接层 2", "softmax"); //10个神经元,Softmax输出 //加载权重 sys.Load(System.AppDomain.CurrentDomain.BaseDirectory + "Model\\"); }