Artificial Intelligence By Example

The Γ gap concept

Teaching the CNN the gap concept will help it extend its thinking power to many fields:

• A gap in production, as explained before
• A gap in a traffic lane for a self-driving vehicle to move into
• Any incomplete, deficient area
• Any opening or window

Let's teach a CNN the Γ gap concept, or simply Γ. To achieve that goal, the CNN Keras model that was trained and saved in Chapter 9, Getting Your Neurons to Work, now needs to be loaded and used. To grasp the implications of the Γ concept, imagine the cost of not producing enough customer orders or having piles of unfinished products everywhere. The financial transposition of the physical gap is a profit variance on set goals. We all know the pain those variances lead to. Understanding ...