Scale-Aware Trident Networks for Object Detection

Introduction

[ALGORITHM]

@InProceedings{li2019scale,
  title={Scale-Aware Trident Networks for Object Detection},
  author={Li, Yanghao and Chen, Yuntao and Wang, Naiyan and Zhang, Zhaoxiang},
  journal={The International Conference on Computer Vision (ICCV)},
  year={2019}
}

Results and models

We reports the test results using only one branch for inference.

Backbone	Style	mstrain	Lr schd	Mem (GB)	Inf time (fps)	box AP	Download
R-50	caffe	N	1x			37.7	model | log
R-50	caffe	Y	1x			37.6	model | log
R-50	caffe	Y	3x			40.3	model | log

Note

Similar to Detectron2, we haven't implemented the Scale-aware Training Scheme in section 4.2 of the paper.