- Small HRNet models for Cityscapes segmentation. Superior to MobileNetV2Plus ....
- Rank \#1 (83.7) in [Cityscapes leaderboard](https://www.cityscapes-dataset.com/benchmarks/). HRNet combined with an extension of [object context](https://arxiv.org/pdf/1809.00916.pdf)
- Pytorch-v1.1 and the official Sync-BN supported. We have reproduced the cityscapes results on the new codebase. Please check the [pytorch-v1.1 branch](https://github.com/HRNet/HRNet-Semantic-Segmentation/tree/pytorch-v1.1).
## Introduction
This is the official code of [high-resolution representations for Semantic Segmentation](https://arxiv.org/abs/1904.04514).