In this research. we present the Spatial-Aware Transformer (SAT). an enhanced implementation of the Swin Transformer module. purposed to augment the global modeling capabilities of existing transformer segmentation mechanisms within remote sensing. https://mabelandfoxs.shop/product-category/birthing-aids/