https://github.com/VDIGPKU/CBNet_caffe

Composite Backbone Network (AAAI20)
https://github.com/VDIGPKU/CBNet_caffe

Last synced: 2 months ago
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Composite Backbone Network (AAAI20)

• Host: GitHub
• URL: https://github.com/VDIGPKU/CBNet_caffe
• Owner: VDIGPKU
• License: apache-2.0
• Created: 2019-09-09T03:38:24.000Z (over 5 years ago)
• Default Branch: master
• Last Pushed: 2020-05-15T19:29:46.000Z (over 4 years ago)
• Last Synced: 2024-05-21T11:50:30.648Z (8 months ago)
• Language: Python
• Homepage:
• Size: 3.79 MB
• Stars: 411
• Watchers: 15
• Forks: 79
• Open Issues: 13
• Metadata Files:
  • Readme: README.md
  • Contributing: CONTRIBUTING.md
  • License: LICENSE

Awesome Lists containing this project

• Awesome-Object-Detections - caffe2

README

        
# CBNet: A Novel Composite Backbone Network Architecture for Object Detection

by Yudong Liu

## Update

**We release our code based on mmdetection, and you can refer to https://github.com/VDIGPKU/CBNet**

## Introduction

This repository is modified on [Cascade R-CNN](https://github.com/zhaoweicai/Detectron-Cascade-RCNN), which is re-implemented by by Zhaowei Cai and Nuno Vasconcelos on the base of [Detectron](https://github.com/facebookresearch/Detectron). 

Please follow [Detectron](https://github.com/facebookresearch/Detectron) on how to install the environment.

**The project is only free for academic research purposes. For commerce permission, please contact [email protected].**

## Citation

If you use our code/model/data, please cite our paper:

https://aaai.org/Papers/AAAI/2020GB/AAAI-LiuY.1833.pdf

### 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