Comparison of ground truth segmentation mask and U-Net predicted segmentation map. The top panel shows the ground truth segmentation mask with satellite trails marked in black. The bottom panel shows the U-Net predicted segmentation map, with pixel values ranging from 0 to 1, indicating the likelihood of each pixel belonging to a satellite trail. The insets provide a zoomed-in view to highlight the detailed accuracy of the predictions.