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add Rethinking BiSeNet (STDCSeg) to paddleseg #1305

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merged 15 commits into from
Sep 13, 2021
Merged

add Rethinking BiSeNet (STDCSeg) to paddleseg #1305

merged 15 commits into from
Sep 13, 2021

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CuberrChen
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百度第四届论文复现大赛Rethinking BiSeNet CVPR2021 (STDCSeg) 方案。
已经集成到paddleseg。
configs/stdcseg/中包含样例yml以及项目简要说明。

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@shiyutang shiyutang left a comment

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修改提出的问题,待我这边本地验证可以之后进行合入


Refrence Code:
- [Paper's PyTorch implementation](https://github.com/MichaelFan01/STDC-Seg)
| Model |Resolution | Training Iters | mIOU | Links1 |Links2 |log|
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表格删去link1,link2,直接在最后一列links加上 model|log|vdl 即可

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model 中包含训练好模型的下载链接,log为log下载链接,backbone可以不用加入到这部分

pretrained_backbone: 'pretrained/STDCNet1446_76.47.pdiparams'
backbone:
type: STDCNet1446
pretrained: '/home/path/STDCNet1446_76.47.pdiparams'
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backbone不应当是本地索引,应当是一个网址

configs/stdcseg/stdc2_seg_cityscapes_1024x512_80k.yml Outdated Show resolved Hide resolved
paddleseg/models/backbones/stdcnet.py Outdated Show resolved Hide resolved
paddleseg/models/stdcseg.py Outdated Show resolved Hide resolved
@CuberrChen CuberrChen closed this Sep 9, 2021
@CuberrChen CuberrChen reopened this Sep 9, 2021
michaelowenliu
michaelowenliu previously approved these changes Sep 10, 2021
configs/stdcseg/README.md Show resolved Hide resolved

| Model | Backbone | Resolution | Training Iters | mIoU | mIoU (flip) | mIoU (ms+flip) | Links |
|---|---|---|---|---|---|---|---|
|STDC2-Seg50|STDC1446|1024x512|80000|74.62%|-|-|[backbone提取码:tss7](https://pan.baidu.com/s/16kh3aHTBBX6wfKiIG-y3yA) [model+log提取码:nchx](https://pan.baidu.com/s/1sFHqZWhcl8hFzGCrXu_c7Q) [vdl](https://www.paddlepaddle.org.cn/paddle/visualdl/service/app/index?id=30a6031fcc7cc09db93b4d33eb21724a) |
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paddleseg/models/backbones/stdcnet.py Outdated Show resolved Hide resolved
paddleseg/models/stdcseg.py Show resolved Hide resolved
@michaelowenliu michaelowenliu merged commit 08a857c into PaddlePaddle:develop Sep 13, 2021
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3 participants