Python Deep Learning Projects

Fitting the model

Fit the convolution neural network model on the data with the following code:

# fit modelhistory = model.fit(X_train, y_train, epochs = epochs, batch_size=batch_size, validation_data=(X_val, y_val))

The following is the output of the preceding code:

The following is the output from the end of the code's execution:

Figure 8.11: Metrics printed out during the training of the convolution classifier

We can see that the convolution classifier's accuracy is 97.72% on the validation data.