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Composite Backbone Network
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README.md

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 without 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
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