Add hue-saturation-value data augmentation, converge slower?

[heroxrq]

I find add hue-saturation-value data augmentation, SGD converge becomes slower?

[petrosgk]

You can experiment with different kinds and amount of augmentations to find the best spot between convergence and avoiding overfitting. You can use the u parameter of an augmentation function to control how often it's applied.