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configs/ddrnet/README.md

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@@ -16,19 +16,18 @@ Semantic segmentation is a key technology for autonomous vehicles to understand
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<!-- [IMAGE] -->
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<!-- <div align=center>
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<img src="https://raw.githubusercontent.com/ydhongHIT/DDRNet/main/figs/DDRNet_seg.png" width="60%"/>
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</div> -->
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<div align=center>
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<img src="https://raw.githubusercontent.com/ydhongHIT/DDRNet/main/figs/DDRNet_seg.png" width="80%"/>
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</div>
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## Results and models
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### Cityscapes
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| Method | Backbone | Crop Size | Lr schd | Mem(GB) | Inf time(fps) | Device | mIoU | mIoU(ms+flip) | config | download |
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| ------ | ------------- | --------- | ------- | ------- | ------------- | -------- | ----- | ------------- | ------------ | ------------ |
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| DDRNet | DDRNet23-slim | 1024x1024 | 120000 | | 85.85 | RTX 8000 | 77.85 | 79.80 | [config](<>) | model \| log |
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| DDRNet | DDRNet23 | 1024x1024 | 120000 | | 33.41 | RTX 8000 | 79.53 | 80.98 | [config](<>) | model \| log |
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| DDRNet | DDRNet39 | 1024x1024 | 120000 | | | RTX 8000 | | | [config](<>) | model \| log |
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| Method | Backbone | Crop Size | Lr schd | Mem(GB) | Inf time(fps) | Device | mIoU | mIoU(ms+flip) | config | download |
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| ------ | ------------- | --------- | ------- | ------- | ------------- | ------ | ----- | ------------- | ----------------------------------------------------------------------------------------------------------------------------------------- | -------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
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| DDRNet | DDRNet23-slim | 1024x1024 | 120000 | 1.70 | 85.85 | A100 | 77.84 | 80.15 | [config](https://github.com/open-mmlab/mmsegmentation/blob/main/configs/ddrnet/ddrnet_23-slim_in1k-pre_2xb6-120k_cityscapes-1024x1024.py) | [model](https://download.openmmlab.com/mmsegmentation/v0.5/ddrnet/ddrnet_23-slim_in1k-pre_2xb6-120k_cityscapes-1024x1024/ddrnet_23-slim_in1k-pre_2xb6-120k_cityscapes-1024x1024_20230426_145312-6a5e5174.pth) \| [log](https://download.openmmlab.com/mmsegmentation/v0.5/ddrnet/ddrnet_23-slim_in1k-pre_2xb6-120k_cityscapes-1024x1024/ddrnet_23-slim_in1k-pre_2xb6-120k_cityscapes-1024x1024_20230426_145312.json) |
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| DDRNet | DDRNet23 | 1024x1024 | 120000 | 7.26 | 33.41 | A100 | 79.99 | 81.71 | [config](https://github.com/open-mmlab/mmsegmentation/blob/main/configs/ddrnet/ddrnet_23_in1k-pre_2xb6-120k_cityscapes-1024x1024.py) | [model](https://download.openmmlab.com/mmsegmentation/v0.5/ddrnet/ddrnet_23_in1k-pre_2xb6-120k_cityscapes-1024x1024/ddrnet_23_in1k-pre_2xb6-120k_cityscapes-1024x1024_20230425_162633-81601db0.pth) \| [log](https://download.openmmlab.com/mmsegmentation/v0.5/ddrnet/ddrnet_23_in1k-pre_2xb6-120k_cityscapes-1024x1024/ddrnet_23_in1k-pre_2xb6-120k_cityscapes-1024x1024_20230425_162633.json) |
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## Notes
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