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Yes, Mask R-CNN makes predictions that are not limited to masks. In addition to predicting the binary mask for each object instance, Mask R-CNN also predicts the bounding box, class label, and confidence score for each detected object. These predictions enable Mask R-CNN to perform instance segmentation, object detection, and classification tasks simultaneously, which makes it a powerful tool for various computer vision applications.