.. _gluoncv-model-zoo-segmentation: Segmentation ============ .. role:: framework :class: framework .. role:: select :class: selected framework .. container:: Frameworks .. container:: framework-group :framework:`MXNet` :framework:`Pytorch` .. rst-class:: MXNet MXNet ************* .. include:: segmentation_mxnet.rst .. rst-class:: Pytorch PyTorch ************* .. include:: segmentation_torch.rst Reference ************* .. [1] He, Kaming, Georgia Gkioxari, Piotr Dollár and Ross Girshick. \ "Mask R-CNN." \ In IEEE International Conference on Computer Vision (ICCV), 2017. .. [2] Long, Jonathan, Evan Shelhamer, and Trevor Darrell. \ "Fully convolutional networks for semantic segmentation." \ Proceedings of the IEEE conference on computer vision and pattern recognition. 2015. .. [3] Zhao, Hengshuang, Jianping Shi, Xiaojuan Qi, Xiaogang Wang, and Jiaya Jia. \ "Pyramid scene parsing network." *CVPR*, 2017. .. [4] Chen, Liang-Chieh, et al. "Rethinking atrous convolution for semantic image segmentation." \ arXiv preprint arXiv:1706.05587 (2017). .. [5] Zhao, Hengshuang, et al. "ICNet for Real-Time Semantic Segmentation on High-Resolution Images." \ ECCV 2018. .. [6] Zhu, Yi, et al. "Improving Semantic Segmentation via Video Propagation and Label Relaxation." \ CVPR 2019. .. [7] Fu, Jun, et al. "Dual Attention Network for Scene Segmentation." \ CVPR 2019. .. [8] Poudel, Rudra, et al. "Fast-SCNN: Fast Semantic Segmentation Network." \ BMVC 2019. .. [9] Hang Zhang, Chongruo Wu, Zhongyue Zhang, Yi Zhu, Zhi Zhang, Haibin Lin, Yue Sun, Tong He, Jonas Muller, R. Manmatha, Mu Li and Alex Smola \ "ResNeSt: Split-Attention Network" \ arXiv preprint (2020). .. [10] Yi Zhu, Zhongyue Zhang, Chongruo Wu, Zhi Zhang, Tong He, Hang Zhang, R. Manmatha, Mu Li and Alexander Smola \ "Improving Semantic Segmentation via Self-Training" \ arXiv preprint arXiv:2004.14960 (2020).