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Multiclass semantic segmentation success are illustrated in Table four. A result of the significant range of classes and class imbalance, the performance of multiclass semantic segmentation is less satisfactory. Pre-trained DeepLabV3 has revealed the most beneficial general performance among the all designs. Moreover, weighted F1 scores are minima