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同步操作将从 PaddlePaddle/PaddleDetection 强制同步,此操作会覆盖自 Fork 仓库以来所做的任何修改,且无法恢复!!!
确定后同步将在后台操作,完成时将刷新页面,请耐心等待。
English | 简体中文
Backbone | Model | Images/GPU | Lr schd | FPS | Box AP | Mask AP | Download | Config |
---|---|---|---|---|---|---|---|---|
ResNet50-vd-SSLDv2-FPN | Faster | 1 | 1x | ---- | 41.4 | - | model | config |
ResNet50-vd-SSLDv2-FPN | Faster | 1 | 2x | ---- | 42.3 | - | model | config |
ResNet50-vd-SSLDv2-FPN | Mask | 1 | 1x | ---- | 42.0 | 38.2 | model | config |
ResNet50-vd-SSLDv2-FPN | Mask | 1 | 2x | ---- | 42.7 | 38.9 | model | config |
ResNet50-vd-SSLDv2-FPN | Cascade Faster | 1 | 1x | ---- | 44.4 | - | model | config |
ResNet50-vd-SSLDv2-FPN | Cascade Faster | 1 | 2x | ---- | 45.0 | - | model | config |
ResNet50-vd-SSLDv2-FPN | Cascade Mask | 1 | 1x | ---- | 44.9 | 39.1 | model | config |
ResNet50-vd-SSLDv2-FPN | Cascade Mask | 1 | 2x | ---- | 45.7 | 39.7 | model | config |
Backbone | Input shape | Images/GPU | Lr schd | FPS | Box AP | Download | Config |
---|---|---|---|---|---|---|---|
MobileNet-V1-SSLD | 608 | 8 | 270e | ---- | 31.0 | model | config |
MobileNet-V1-SSLD | 416 | 8 | 270e | ---- | 30.6 | model | config |
MobileNet-V1-SSLD | 320 | 8 | 270e | ---- | 28.4 | model | config |
Backbone | Input shape | Images/GPU | Lr schd | FPS | Box AP | Download | Config |
---|---|---|---|---|---|---|---|
MobileNet-V1-SSLD | 608 | 8 | 270e | - | 78.3 | model | config |
MobileNet-V1-SSLD | 416 | 8 | 270e | - | 79.6 | model | config |
MobileNet-V1-SSLD | 320 | 8 | 270e | - | 77.3 | model | config |
MobileNet-V3-SSLD | 608 | 8 | 270e | - | 80.4 | model | config |
MobileNet-V3-SSLD | 416 | 8 | 270e | - | 79.2 | model | config |
MobileNet-V3-SSLD | 320 | 8 | 270e | - | 77.3 | model | config |
Notes:
@misc{cui2021selfsupervision,
title={Beyond Self-Supervision: A Simple Yet Effective Network Distillation Alternative to Improve Backbones},
author={Cheng Cui and Ruoyu Guo and Yuning Du and Dongliang He and Fu Li and Zewu Wu and Qiwen Liu and Shilei Wen and Jizhou Huang and Xiaoguang Hu and Dianhai Yu and Errui Ding and Yanjun Ma},
year={2021},
eprint={2103.05959},
archivePrefix={arXiv},
primaryClass={cs.CV}
}
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