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Multiclass semantic segmentation outcomes are illustrated in Desk 4. As a result of big range of classes and course imbalance, the overall performance of multiclass semantic segmentation is considerably less satisfactory. Pre-qualified DeepLabV3 has proven the most effective performance between all versions. Moreover, weighted F1 scores will also