I’ve been working on a gender/age prediction model, I started with age but was having issues so I switched to gender, thinking it may work better. I am using Keras with Tensorflow. My loss and accuracy, even when working with age, has improved, but the val_accuracy or val_loss tend to stagnate very quickly or even get worse as time goes on.