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sparse_rcnn

README.md

Sparse R-CNN: End-to-End Object Detection with Learnable Proposals

Introduction

Sparse RCNN is a purely sparse method for object detection in images.

Model Zoo

Backbone Proposals lr schedule Box AP download config
ResNet50-FPN 100 3x 43.0 download config
ResNet50-FPN 300 3x 44.6 download config

Citations

@misc{sun2021sparse,
      title={Sparse R-CNN: End-to-End Object Detection with Learnable Proposals},
      author={Peize Sun and Rufeng Zhang and Yi Jiang and Tao Kong and Chenfeng Xu and Wei Zhan and Masayoshi Tomizuka and Lei Li and Zehuan Yuan and Changhu Wang and Ping Luo},
      year={2021},
      eprint={2011.12450},
      archivePrefix={arXiv},
      primaryClass={cs.CV}
}