Since we’re dealing with an image classification problem, I’m assuming that the human level accuracy is > 95%. Given that the training accuracy looks pretty low, you have a high bias issue. The high difference between training and validation accuracy indicates a high variance problem as well.
Have you completed deep learning specialization?
@TMosh Does MLS cover error analysis?