Valid accuracy decrease after applying image generator!

in the first ungraded lab : Ungraded Lab Data Augmentation
the valid accuracy befor augmentation was 0.7320 and becomes after augmentation : 0.7270

data augmentation hurted the validation accuracy ! so why we apply it ?

That’s not a statistically significant difference.

I think we need more epoch with augmentation to reach bigger accuracy without overfitting