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ESPNet: Efficient Spatial Pyramid of Dilated Convolutions for Semantic Segmentation

Reference

Mehta Sachin, Mohammad Rastegari, Anat Caspi, Linda Shapiro, and Hannaneh Hajishirzi. "ESPNet: Efficient Spatial Pyramid of Dilated Convolutions for Semantic Segmentation.".In Proceedings of the European Conference on Computer Vision, pp. 552-568. 2018.

Performance

Cityscapes

Model Backbone Resolution Training Iters mIoU mIoU (flip) mIoU (ms+flip) Links
ESPNetV2 - 1024x512 120000 61.82% 62.20% 62.89% model | log | vdl