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knet

K-Net: Towards Unified Image Segmentation

Reference

TWenwei Zhang, Jiangmiao Pang, Kai Chen, Chen Change Loy. "K-Net: Towards Unified Image Segmentation." In: Proc. Advances in Neural Information Processing Systems (NeurIPS), 2021.

Performance

ADE20K

Method Backbone Resolution Training Iters mIoU Links
K-Net + UPerNet ResNet50 512x512 80000 44.03% model | log | vdl
K-Net + FCN ResNet50 512x512 80000 43.31% model | log | vdl