Generate profit with transfer learning
When it comes to reasoning and thinking in general, we use mental images with some words. Our thoughts contain concepts, on which we build solutions. The trained model of Chapter 9, Getting Your Neurons to Work, can now classify images of a certain type. In this section, the trained model will be loaded and then generalized through transfer learning to classify similar images.
The motivation of transfer learning
Transfer learning provides a cost-effective way of using trained models for other purposes within the same company, such as the food processing company described in Chapter 9, Getting Your Neurons to Work. This chapter describes how this food processing company used the model for other similar purposes.
The company that succeeds in doing this will progressively generalize the use of the solution. By doing so, inductive abstraction will take place and lead to other AI projects, which proves gratifying to the management of a corporation and the...
