ZeoDarkflame/Digit-Classifier

First Try at neural networks

Digit-Classifier

Handwritten Digit classifier made using Simple neural networks Uses tanh activation for Hidden layers and Softmax activation for output layer

Uses MNIST Dataset from http://yann.lecun.com/exdb/mnist/

Non Conv Net:

batchsize = 1000
learning_rate = 0.5
Epochs = 10
train set accuracy = 90.78%
test set accuracy = 91.21%

ConvNet:

batchsize = 10000
learning rate (Adam) = 0.01
Epochs = 10
train set accuracy = 96.92%
test set accuracy = 96.79%