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Add danet voc pretrained
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nepeplwu committed Dec 3, 2020
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10 changes: 7 additions & 3 deletions dygraph/configs/bisenet/README.md
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> Yu C, Gao C, Wang J, et al. BiSeNet V2: Bilateral Network with Guided Aggregation for Real-time Semantic Segmentation[J]. arXiv preprint arXiv:2004.02147, 2020.
| Model | Backbone | Resolution | Training Iters | mIoU | mIoU (multi-scale) | Links |
|-|-|-|-|-|-|-|
|BiSeNetv2|-|1024x1024|160000|73.19%|-|[model](https://paddleseg.bj.bcebos.com/dygraph/cityscapes/bisenet_cityscapes_1024x1024_160k/model.pdparams) \| [log](https://paddleseg.bj.bcebos.com/dygraph/cityscapes/bisenet_cityscapes_1024x1024_160k/train.log) \| [vdl](https://paddlepaddle.org.cn/paddle/visualdl/service/app?id=3ccfaff613de769eadb76f8379afffa5)|
## Performance

### Cityscapes

| Model | Backbone | Resolution | Training Iters | mIoU | mIoU (flip) | mIoU (ms+flip) | Links |
|-|-|-|-|-|-|-|-|
|BiSeNetv2|-|1024x1024|160000|73.19%|74.19%|74.43%|[model](https://paddleseg.bj.bcebos.com/dygraph/cityscapes/bisenet_cityscapes_1024x1024_160k/model.pdparams) \| [log](https://paddleseg.bj.bcebos.com/dygraph/cityscapes/bisenet_cityscapes_1024x1024_160k/train.log) \| [vdl](https://paddlepaddle.org.cn/paddle/visualdl/service/app?id=3ccfaff613de769eadb76f8379afffa5)|
16 changes: 13 additions & 3 deletions dygraph/configs/danet/README.md
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> Fu J, Liu J, Tian H, et al. Dual attention network for scene segmentation[C]//Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition. 2019: 3146-3154.
| Model | Backbone | Resolution | Training Iters | mIoU | mIoU (multi-scale) | Links |
|-|-|-|-|-|-|-|
|DANet|ResNet50_OS8|1024x512|80000|80.27%|-|[model](https://paddleseg.bj.bcebos.com/dygraph/cityscapes/danet_resnet50_os8_cityscapes_1024x512_80k/model.pdparams) \| [log](https://paddleseg.bj.bcebos.com/dygraph/cityscapes/danet_resnet50_os8_cityscapes_1024x512_80k/train.log) \| [vdl](https://paddlepaddle.org.cn/paddle/visualdl/service/app?id=6caecf1222a0cc9124a376284a402cbe)|
## Performance

### Cityscapes

| Model | Backbone | Resolution | Training Iters | mIoU | mIoU (flip) | mIoU (ms+flip) | Links |
|-|-|-|-|-|-|-|-|
|DANet|ResNet50_OS8|1024x512|80000|80.27%|-|-|[model](https://paddleseg.bj.bcebos.com/dygraph/cityscapes/danet_resnet50_os8_cityscapes_1024x512_80k/model.pdparams) \| [log](https://paddleseg.bj.bcebos.com/dygraph/cityscapes/danet_resnet50_os8_cityscapes_1024x512_80k/train.log) \| [vdl](https://paddlepaddle.org.cn/paddle/visualdl/service/app?id=6caecf1222a0cc9124a376284a402cbe)|

### Pascal VOC 2012 + Aug

| Model | Backbone | Resolution | Training Iters | mIoU | mIoU (flip) | mIoU (ms+flip) | Links |
|-|-|-|-|-|-|-|-|
|DANet|ResNet50_OS8|1024x512|40000|78.55%|-|-|[model](https://paddleseg.bj.bcebos.com/dygraph/cityscapes/danet_resnet50_os8_voc12aug_512x512_40k/model.pdparams) \| [log](https://paddleseg.bj.bcebos.com/dygraph/cityscapes/danet_resnet50_os8_voc12aug_512x512_40k/train.log) \| [vdl](https://paddlepaddle.org.cn/paddle/visualdl/service/app?id=51a403a54302bc81dd5ec0310a6d50ba)|
4 changes: 2 additions & 2 deletions dygraph/configs/ocrnet/README.md
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| Model | Backbone | Resolution | Training Iters | mIoU | mIoU (flip) | mIoU (ms+flip) | Links |
|:-:|:-:|:-:|:-:|:-:|:-:|:-:|:-:|
|OCRNet|HRNet_w18|1024x512|160000|75.76%|76.39%|77.95%|[model](https://bj.bcebos.com/paddleseg/dygraph/pascal_voc12/ocrnet_hrnetw18_voc12aug_512x512_40k/model.pdparams) \| [log](https://bj.bcebos.com/paddleseg/dygraph/pascal_voc12/ocrnet_hrnetw18_voc12aug_512x512_40k/train.log) \| [vdl](https://paddlepaddle.org.cn/paddle/visualdl/service/app?id=74707b83bc14b7d236146ac4ceaf6c9c)|
|OCRNet|HRNet_w48|1024x512|160000|79.98%|80.47%|81.02%|[model](https://bj.bcebos.com/paddleseg/dygraph/pascal_voc12/ocrnet_hrnetw48_voc12aug_512x512_40k/model.pdparams) \| [log](https://bj.bcebos.com/paddleseg/dygraph/pascal_voc12/ocrnet_hrnetw48_voc12aug_512x512_40k/train.log) \| [vdl](https://paddlepaddle.org.cn/paddle/visualdl/service/app?id=8f695743c799f8966a72973f3259fad4) |
|OCRNet|HRNet_w18|1024x512|40000|75.76%|76.39%|77.95%|[model](https://bj.bcebos.com/paddleseg/dygraph/pascal_voc12/ocrnet_hrnetw18_voc12aug_512x512_40k/model.pdparams) \| [log](https://bj.bcebos.com/paddleseg/dygraph/pascal_voc12/ocrnet_hrnetw18_voc12aug_512x512_40k/train.log) \| [vdl](https://paddlepaddle.org.cn/paddle/visualdl/service/app?id=74707b83bc14b7d236146ac4ceaf6c9c)|
|OCRNet|HRNet_w48|1024x512|40000|79.98%|80.47%|81.02%|[model](https://bj.bcebos.com/paddleseg/dygraph/pascal_voc12/ocrnet_hrnetw48_voc12aug_512x512_40k/model.pdparams) \| [log](https://bj.bcebos.com/paddleseg/dygraph/pascal_voc12/ocrnet_hrnetw48_voc12aug_512x512_40k/train.log) \| [vdl](https://paddlepaddle.org.cn/paddle/visualdl/service/app?id=8f695743c799f8966a72973f3259fad4) |

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