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BCRF - Detectron

bcrf-detectron is an integration of the bcrf model on top of the panoptic-fpn model of Facebook AI Detectron2. The detectron2 repo was cloned and our bcrf model was added to it for end to end training of the bcrf model.

Installation

See INSTALL.md.

Quick Start

See GETTING_STARTED.md, for training, evaluation and inference

License

Detectron2 is released under the Apache 2.0 license.

Citing Detectron

We use Detectron2 in our research to refer to the baseline results published in the Model Zoo.

@misc{wu2019detectron2,
  author =       {Yuxin Wu and Alexander Kirillov and Francisco Massa and
                  Wan-Yen Lo and Ross Girshick},
  title =        {Detectron2},
  howpublished = {\url{https://github.com/facebookresearch/detectron2}},
  year =         {2019}
}

If you are citing us, please use:

@misc{jayasumana2019bipartite,
    title={Bipartite Conditional Random Fields for Panoptic Segmentation},
    author={Sadeep Jayasumana and Kanchana Ranasinghe and Sahan Liyanaarachchi and Mayuka Jayawardhana and Harsha Ranasinghe and Sina Samangooei},
    year={2019},
    eprint={1912.05307},
    archivePrefix={arXiv},
    primaryClass={cs.CV}
}

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