Transfer learning with Keras and CNN: Received a label value of 46 which is outside the valid range of [0, 5)

Question

I have trained a Sequential model with a dataset having 43 classes, that each class name is 0 - 43 and it\'s derived from the directories name. Now I want to use transfer learni