CBNet: A Novel Composite Backbone Network Architecture for Object Detection

by Yudong Liu

Introduction

This repository is modified on Cascade R-CNN, which is re-implemented by by Zhaowei Cai and Nuno Vasconcelos on the base of Detectron.

Please follow Detectron on how to install the environment.

If you use our code/model/data, please cite our paper: https://arxiv.org/abs/1909.03625

Our code is free for research, but needs authorization for commerce.

^_backbone	^_type	^_lr schd	^_im/ gpu	^_box AP	^_box AP50	^_box AP75	^_mask AP	^_mask AP50	^_mask AP75
^{_{[X-152-32x8d-FPN-IN5k-cascade]}}	^_Mask	^_s1x	^₁	^_48.3	^_67.0	^_52.8	^_41.0	^_64.1	^_44.2
^{_{Dual-X-152-32x8d-FPN-IN5k-cascade}}	^_Mask	^_s1x	^₁	^_50.0	^_68.8	^_54.6	^_42.0	^_64.6	^_45.6