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谢昕辰 dd47cef801
[Feature] Support PIDNet (#2609) 
## Motivation

Support SOTA real-time semantic segmentation method in [Paper with
code](https://paperswithcode.com/task/real-time-semantic-segmentation)

Paper: https://arxiv.org/pdf/2206.02066.pdf
Official repo: https://github.com/XuJiacong/PIDNet

## Current results

**Cityscapes**

|Model|Ref mIoU|mIoU (ours)|
|---|---|---|
|PIDNet-S|78.8|78.74|
|PIDNet-M|79.9|80.22|
|PIDNet-L|80.9|80.89|

## TODO

- [x] Support inference with official weights
- [x] Support training on Cityscapes
- [x] Update docstring
- [x] Add unit test
 		2023-03-15 14:55:30 +08:00
..
__init__.py [Feature] Support PIDNet (#2609) 2023-03-15 14:55:30 +08:00
beit.py [Enhance] Make scipy as a default dependency in runtime 1.x 2022-11-30 20:11:14 +08:00
bisenetv1.py [Refactor] Add pyupgrade pre-commit hook (#2078) 2022-09-19 14:06:29 +08:00
bisenetv2.py [Refactor] Add pyupgrade pre-commit hook (#2078) 2022-09-19 14:06:29 +08:00
cgnet.py [Refactor] Add pyupgrade pre-commit hook (#2078) 2022-09-19 14:06:29 +08:00
erfnet.py [Refactor] Add pyupgrade pre-commit hook (#2078) 2022-09-19 14:06:29 +08:00
fast_scnn.py [Refactor] Add pyupgrade pre-commit hook (#2078) 2022-09-19 14:06:29 +08:00
hrnet.py [Refactor] Add pyupgrade pre-commit hook (#2078) 2022-09-19 14:06:29 +08:00
icnet.py [Refactor] Add pyupgrade pre-commit hook (#2078) 2022-09-19 14:06:29 +08:00
mae.py [Refactor] Add pyupgrade pre-commit hook (#2078) 2022-09-19 14:06:29 +08:00
mit.py [Refactor] Add pyupgrade pre-commit hook (#2078) 2022-09-19 14:06:29 +08:00
mobilenet_v2.py [Refactor] Add pyupgrade pre-commit hook (#2078) 2022-09-19 14:06:29 +08:00
mobilenet_v3.py [Refactor] Add pyupgrade pre-commit hook (#2078) 2022-09-19 14:06:29 +08:00
pidnet.py [Feature] Support PIDNet (#2609) 2023-03-15 14:55:30 +08:00
resnest.py [Refactor] Add pyupgrade pre-commit hook (#2078) 2022-09-19 14:06:29 +08:00
resnet.py [Refactor] Add pyupgrade pre-commit hook (#2078) 2022-09-19 14:06:29 +08:00
resnext.py [Refactor] Add pyupgrade pre-commit hook (#2078) 2022-09-19 14:06:29 +08:00
stdc.py [Refactor] Add pyupgrade pre-commit hook (#2078) 2022-09-19 14:06:29 +08:00
swin.py fix swin load statedict 2022-11-15 16:55:49 +08:00
timm_backbone.py [Refactor] Add pyupgrade pre-commit hook (#2078) 2022-09-19 14:06:29 +08:00
twins.py [Refactor] Add pyupgrade pre-commit hook (#2078) 2022-09-19 14:06:29 +08:00
unet.py [Refactor] Add pyupgrade pre-commit hook (#2078) 2022-09-19 14:06:29 +08:00
vit.py Upgrade pre commit hooks (#2154) 2022-10-08 12:04:24 +08:00