Hi Ptrblck,
Yes, these refer to training and validation accuracy. I’m sure the data comes from the same domain and the same preprocessing. Actually, I have tried to do some data augmentation, and maybe it works not as my expect. Indeed, after the data augmentation, the validation accurancy arised. However, it rise at 60% and stop at that point.