Image segmentation plays a crucial role in various computer vision applications. It involves partitioning an image into distinct regions or segments, each representing a meaningful object or area of interest. Precise image segmentation realizes this task by generating accurate masks that delineate the boundaries of these segments. Masks are binary

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