JJayyyy / CBNet

Composite Backbone Network

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.

Citation

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

Cascade Mask R-CNN with Bells & Whistles

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