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Code for CVPR2021 paper

Zero-shot Instance Segmentation

Code requirements

Install

conda create -n zsi python=3.7 -y
conda activate zsi

conda install pytorch=1.1.0 torchvision=0.3.0 cudatoolkit=10.0 -c pytorch

pip install cython && pip --no-cache-dir install -r requirements.txt
   
python setup.py develop

Dataset prepare

License

ZSI is released under MIT License.

Citing

If you use ZSI in your research or wish to refer to the baseline results published here, please use the following BibTeX entries:


@InProceedings{Zheng_2021_CVPR,
    author    = {Zheng, Ye and Wu, Jiahong and Qin, Yongqiang and Zhang, Faen and Cui, Li},
    title     = {Zero-Shot Instance Segmentation},
    booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
    month     = {June},
    year      = {2021},
    pages     = {2593-2602}
}