Five Class Classification not working well


I am trying to train five class classification model. However the validation loss is not converging at all. What could be appropriate reason. Please guide me.

Thank you

Hello, it looks like your model is overfitting.

What should i do to overcome overfitting.
I already added regularization + dropout.
Do you have any other idea.
Please share