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Multiclass semantic segmentation results are illustrated in Table four. Because of the huge amount of lessons and course imbalance, the overall performance of multiclass semantic segmentation is considerably less satisfactory. Pre-trained DeepLabV3 has shown the top efficiency among the all versions. Also, weighted F1 scores can also be small as a