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Unified Perceptual Parsing for SceneUnderstanding

Reference

Tete Xiao, Yingcheng Liu, Bolei Zhou, Yuning Jiang, Jian Sun. "Unified Perceptual Parsing for Scene Understanding." Proceedings of the European Conference on Computer Vision (ECCV). 2018.

Performance

Cityscapes

Model Backbone Resolution Training Iters mIoU mIoU (flip) mIoU (ms+flip) Links
UPerNet ResNet101_OS8 512x1024 40000 79.58% 80.11% 80.64% model|log|vdl