ValueError: Input tensors to a Functional must come from `tf.keras.Input`. Received: 0 (missing previous layer metadata). How do I resolve this issue?

Question

The below error is showing when I am trying to get features for leveraging SVM for classification. The full details is described below.

Model: "sequential"