How to do error handling within tf.keras? Exclude bad datasets without crashing the program in Tensorflow Keras

Question

I\'m trying to run a keras model with a lot of data. There seems to be a corrupted file somewhere, and I\'m not exactly sure where. It seems like keras crashes if a bad file