Summary
This chapter covers the concepts of TCAV, a novel approach, and a framework developed by Google AI. You have received a conceptual understanding of TCAV, practical exposure to applying the Python TCAV framework, learned about some key advantages and limitations of TCAV, and finally, I presented some interesting ideas regarding potential research problems that can be solved using concept-based explanations.
In the next chapter, we will explore other popular XAI frameworks and apply these frameworks to solving practical problems.