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The Mask2Former model, made by Cheng [79], is highlighted for its ability to successfully deal with numerous picture segmentation jobs. It incorporates a masked focus mechanism that localizes functions by restricting cross-attention to inside the predicted mask spots. This progressive method not only improves the research effectiveness by a factor