Task: Implement Early Stopping in Keras to Prevent Overfitting

Task: Implement Early Stopping in Keras to Prevent Overfitting: a task in Terminal-Lego-15k (Harbor dataset). You need to create a Python script that demonstrates the proper use of Keras EarlyStopping callback with appropriate parameters to prevent a neural network from overfitting. The script…

The task

You need to create a Python script that demonstrates the proper use of Keras `EarlyStopping` callback with appropriate parameters to prevent a neural network from overfitting. The script should train a convolutional neural network (CNN) on a synthetic dataset and apply early stopping with well-chosen parameters.

Part of PrimeIntellect/Terminal-Lego-15k.