From b3eaf8ab0e58b04731249b65d951d86f6e5ce156 Mon Sep 17 00:00:00 2001 From: johnzja Date: Fri, 14 Aug 2020 13:45:38 +0800 Subject: [PATCH] Readme for Fast-SCNN added. --- configs/fastscnn/README.md | 27 +++++++++++++++++++++++++++ 1 file changed, 27 insertions(+) create mode 100644 configs/fastscnn/README.md diff --git a/configs/fastscnn/README.md b/configs/fastscnn/README.md new file mode 100644 index 000000000..56c86d893 --- /dev/null +++ b/configs/fastscnn/README.md @@ -0,0 +1,27 @@ +# Fast-SCNN for Semantic Segmentation + +## Introduction +``` +@article{DBLP:journals/corr/abs-1902-04502, + author = {Rudra P. K. Poudel and + Stephan Liwicki and + Roberto Cipolla}, + title = {Fast-SCNN: Fast Semantic Segmentation Network}, + journal = {CoRR}, + volume = {abs/1902.04502}, + year = {2019}, + url = {http://arxiv.org/abs/1902.04502}, + archivePrefix = {arXiv}, + eprint = {1902.04502}, + timestamp = {Tue, 21 May 2019 18:03:38 +0200}, + biburl = {https://dblp.org/rec/journals/corr/abs-1902-04502.bib}, + bibsource = {dblp computer science bibliography, https://dblp.org} +} +``` + +## Results and models + +### Cityscapes +| Method | Backbone | Crop Size | Lr schd | Mem (GB) | Inf time (fps) | mIoU | mIoU(ms+flip) | download | +|------------|-----------|-----------|--------:|----------|----------------|------:|---------------|----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------| +| Fast-SCNN | Fast-SCNN | 512x1024 | 80000 | 8.4 | 63.61 | 69.06 | - | [model](https://openmmlab.oss-cn-hangzhou.aliyuncs.com/mmsegmentation/v0.5/fast_scnn/fast_scnn_4x8_80k_lr0.12_cityscapes-cae6c46a.pth) | [log](https://openmmlab.oss-cn-hangzhou.aliyuncs.com/mmsegmentation/v0.5/fast_scnn/fast_scnn_4x8_80k_lr0.12_cityscapes-20200807_165744.log.json) |