This repository contains data and code for the paper [GPS-Net: Graph Property Sensing Network for Scene Graph Generation (CVPR 2020)].

If the paper significantly inspires you, we request that you cite our work:

@misc{lin2020gpsnet,
    title={GPS-Net: Graph Property Sensing Network for Scene Graph Generation},
    author={Xin Lin and Changxing Ding and Jinquan Zeng and Dacheng Tao},
    year={2020},
    eprint={2003.12962},
    archivePrefix={arXiv},
    primaryClass={cs.CV}
}

Our reimplementations are based on rowanz/neural-motifs, and if you get any problem that cause you unable to run the project, you can check the issues under rowanz/neural-motifs first.

The Completed code is coming soon. But we have released some codes of DMP Modules, NPS-Loss and Frequency Softening. And you can see the codes in lib.

Scene Graph Generation for Cityscape Video

Scene Graph Generation for Fruit Video

Scene Graph Generation for CCTV Video