Table 1. Summary of accuracies

Data size	# of conv filters	Image sizes	Optimizer	Accuracy
Original Aug	32/64	28×28	RMS	0.780.81
Aug	32/6464/128	28×28	RMS	0.810.86
Aug	64/128	64×64128×128256×256	RMS	0.860.880.89
Aug	64/128	28×28	RMSADAM	0.860.89