This example shows how to use PiShield for a classification task, where two rectangles R0 and R1 are used to define two different classes.

Task: train a neural network to learn two classes:

• Class A is R0

• Class B is the union of R0 and R1.

Training Data: 2500 points.

Requirement: Class A → Class B.