Solution Review: Building the Network
Explore how to build and evaluate a digit recognition model using the MNIST dataset in Keras. Learn to load saved models, use the predict and evaluate methods, and preprocess images for real data predictions. This lesson guides you through making predictions on test and real data, teaching you key skills in deep learning model deployment.
We'll cover the following...
We'll cover the following...
Predictions on test data
Make predictions on test data and evaluate the model performance.
The predict method
The predict method takes in the testing features and predicts the labels.
The evaluate method
The method can take test features and labels and evaluates the model’s performance.
Load the saved model using the load_model ...