Artificial Intelligence By Example

The optimizer

I have written a number of optimizers for fabric optimization in the apparel industry. In this case, the optimizer will be used to regulate the flow of production.

The optimizer is not the CNN rmsprop optimizer used in the previous chapters:

88:loaded_model.compile(loss='binary_crossentropy', optimizer='rmsprop', metrics=['accuracy'])

This optimizer is both an activation function and a regulator that was built from scratch. This shows that you must sometimes invent the optimizer you need to generate a profitable solution for your customer or company.