PyTorch Implementation for Our Paper: "Object Detection Made Simpler by Eliminating Heuristic NMS"

• Python 3.7
• PyTorch 1.5.1
• mmdetectoin

The code is being submitted to the company for open source review.

NOTE: All models are trained with multi-scale training schedule of ‘[480, 800] $\times$ 1333’.

If we have a pretrained model, only finetuning the PSS head can save the training time.

NOTE: All models are trained with multi-scale training schedule of ‘[640, 800] $\times$ 1333’.

If you use the package in your research, please cite our paper:

@misc{zhou2021object,
      title={Object Detection Made Simpler by Eliminating Heuristic NMS}, 
      author={Qiang Zhou and Chaohui Yu and Chunhua Shen and Zhibin Wang and Hao Li},
      year={2021},
      eprint={2101.11782},
      archivePrefix={arXiv},
      primaryClass={cs.CV}
}

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