DocumentAIKit/configs/sparse_rcnn

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}
}