We applied two strategies for overcoming the imbalanced, firstimbalance. First, is data augmentation using the vertical and horizontal flip, applyapplying blurring filters to the whole dataset. According to [Japan] layout bluralization approximateapproximates the propagation of the light throwthrowing a photomask.