# Dynamic Multi-scale Filters for Semantic Segmentation

## Reference

> Junjun He, Zhongying Deng, Yu Qiao. "Dynamic Multi-scale Filters for Semantic Segmentation" In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pp. 3562-3572. 2019.

## Performance

### Cityscapes

| Model | Backbone | Resolution | Training Iters | mIoU | mIoU (flip) | mIoU (ms+flip) | Links |
|:-:|:-:|:-:|:-:|:-:|:-:|:-:|:-:|
|DMNet|ResNet101_vd|1024x512|80000|79.76%|80.11%|80.56%|[model](https://bj.bcebos.com/paddleseg/dygraph/cityscapes/dmnet_resnet101_os8_cityscapes_1024x512_80k/model.pdparams) \| [log](https://bj.bcebos.com/paddleseg/dygraph/cityscapes/dmnet_resnet101_os8_cityscapes_1024x512_80k/train.log) \| [vdl](https://www.paddlepaddle.org.cn/paddle/visualdl/service/app/scalar?id=d5bac108e3ff90136771b677d8459d17)
