/Graphonomy-Panoptic

Implementation of panoptic segmentation part in Graphonomy: Universal Image Parsing via Graph Reasoning and Transfer

Primary LanguagePythonApache License 2.0Apache-2.0

Graphonomy-Panoptic

Intorduction

This repository provides the implementation for panoptic segmentation of our method described in:

Graphonomy: Universal Image Parsing via Graph Reasoning and Transfer.

This repository is based on Detectron2.

Installation

Check INSTALL.md for careful installation instructions.

Getting Started

See Getting Started for data preparation and training & evaluation.

License

Following Detectron2, this repository is under the Apache 2.0 license.

Citations

@article{lin2020graphonomy,
  title={Graphonomy: Universal Image Parsing via Graph Reasoning and Transfer},
  author={Lin, Liang and Gao, Yiming and Gong, Ke and Wang, Meng and Liang, Xiaodan},
  journal={IEEE Transactions on Pattern Analysis and Machine Intelligence},
  year={2020},
  publisher={IEEE}
}

Related works