MNIST DIGIT RECOGNITION THROUGH CNN AND GUI TO IDENTIFY THE NUMBERS DRAWN batch_size = 128 num_classes = 10 epochs = 10 You can change these according to your requiremnents Activation function used is Softmax we can change it to our will,add more layers to the CNN model. Optimizer used is AdaDelta which gave us the best results you can change it to SGD or Adam etc.