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Multiclass semantic segmentation results are illustrated in Desk 4. Because of the massive amount of lessons and class imbalance, the overall performance of multiclass semantic segmentation is significantly less satisfactory. Pre-qualified DeepLabV3 has shown the most effective functionality among the all styles. In addition, weighted F1 scores wi