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We produced a uncertainty guided deep Mastering system (UGLS) to Increase the performance of existing segmentation neural networks and validated it according to the classical U-Net by segmenting the OC from color fundus pictures and also the left and correct lungs from Xray pictures. The novelty of our created technique lies within the introduction