We produced a uncertainty guided deep learning strategy (UGLS) to improve the performance of existing segmentation neural networks and validated it dependant on the classical U-Net by segmenting the OC from colour fundus visuals along with the left and suitable lungs from Xray images. The novelty of our designed process lies within the introduction