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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
..
_base_ [Datasets] Add Mapillary Vistas Datasets to MMSeg Core Package. (#2576) 2023-03-15 14:44:38 +08:00
ann [Refactor] Update config names (#1964) 2022-08-26 18:48:56 +08:00
apcnet [Refactor] Update config names (#1964) 2022-08-26 18:48:56 +08:00
beit [Refactor] Update config names (#1964) 2022-08-26 18:48:56 +08:00
bisenetv1 [Fix] Fix several config file errors in 2.0 (New) (#1994) 2022-08-30 20:20:05 +08:00
bisenetv2 [Refactor] Update config names (#1964) 2022-08-26 18:48:56 +08:00
ccnet [Refactor] Update config names (#1964) 2022-08-26 18:48:56 +08:00
cgnet [Refactor] Update config names (#1964) 2022-08-26 18:48:56 +08:00
convnext [Refactor] Update config names (#1964) 2022-08-26 18:48:56 +08:00
danet [Refactor] Update config names (#1964) 2022-08-26 18:48:56 +08:00
deeplabv3 modify results (#2113) 2022-10-27 13:07:53 +08:00
deeplabv3plus [Datasets] Add Mapillary Vistas Datasets to MMSeg Core Package. (#2576) 2023-03-15 14:44:38 +08:00
dmnet [Refactor] Update config names (#1964) 2022-08-26 18:48:56 +08:00
dnlnet [Refactor] Update config names (#1964) 2022-08-26 18:48:56 +08:00
dpt [Refactor] Update config names (#1964) 2022-08-26 18:48:56 +08:00
emanet [Refactor] Update config names (#1964) 2022-08-26 18:48:56 +08:00
encnet [Refactor] Update config names (#1964) 2022-08-26 18:48:56 +08:00
erfnet [Fix] Fix ERFNet URL in dev-1.x branch (#2537) 2023-01-31 17:25:56 +08:00
fastfcn [Fix] batch size for citys in cfg file name (#1977) 2022-08-26 20:49:43 +08:00
fastscnn [Refactor] Update config names (#1964) 2022-08-26 18:48:56 +08:00
fcn [Refactor] Update config names (#1964) 2022-08-26 18:48:56 +08:00
gcnet [Refactor] Update config names (#1964) 2022-08-26 18:48:56 +08:00
hrnet [Fix] Fix several config file errors in 2.0 (New) (#1994) 2022-08-30 20:20:05 +08:00
icnet [Refactor] Update config names (#1964) 2022-08-26 18:48:56 +08:00
isanet [Refactor] Update config names (#1964) 2022-08-26 18:48:56 +08:00
knet [Refactor] Update config names (#1964) 2022-08-26 18:48:56 +08:00
mae [Refactor] Update config names (#1964) 2022-08-26 18:48:56 +08:00
mask2former [Feature] Support auto import modules from registry. (#2481) 2023-02-23 20:33:17 +08:00
maskformer [Fix] Fix MaskFormer and Mask2Former of MMSegmentation (#2532) 2023-02-01 18:58:21 +08:00
mobilenet_v2 [Fix] Add out_channels in `CascadeEncoderDecoder` and update OCRNet and MobileNet v2 results (#2656) 2023-02-28 15:57:43 +08:00
mobilenet_v3 [Refactor] Update config names (#1964) 2022-08-26 18:48:56 +08:00
nonlocal_net [Refactor] Update config names (#1964) 2022-08-26 18:48:56 +08:00
ocrnet [Fix] Add out_channels in `CascadeEncoderDecoder` and update OCRNet and MobileNet v2 results (#2656) 2023-02-28 15:57:43 +08:00
pidnet [Feature] Support PIDNet (#2609) 2023-03-15 14:55:30 +08:00
point_rend [Refactor] Update config names (#1964) 2022-08-26 18:48:56 +08:00
poolformer [Feature] Support PoolFormer in MMSegmentation 2.0 (#2191) 2022-10-19 13:08:07 +08:00
psanet [Refactor] Update config names (#1964) 2022-08-26 18:48:56 +08:00
pspnet add pspnet model structure graph (#2437) 2022-12-30 22:52:07 +08:00
resnest [Refactor] Update config names (#1964) 2022-08-26 18:48:56 +08:00
segformer [Fix] Fix ResizeToMultiple transform in MMSeg 1.x (#2185) 2022-10-14 15:37:35 +08:00
segmenter [Fix] Fix segmenter-vit-s_fcn config (#2037) 2022-09-14 22:31:39 +08:00
sem_fpn [Refactor] Update config names (#1964) 2022-08-26 18:48:56 +08:00
setr modify results (#2113) 2022-10-27 13:07:53 +08:00
stdc [Refactor] Update config names (#1964) 2022-08-26 18:48:56 +08:00
swin modify results (#2113) 2022-10-27 13:07:53 +08:00
twins [Refactor] Update config names (#1964) 2022-08-26 18:48:56 +08:00
unet [Refactor] Update config names (#1964) 2022-08-26 18:48:56 +08:00
upernet [Fix] Fix several config file errors in 2.0 (New) (#1994) 2022-08-30 20:20:05 +08:00
vit [Refactor] Update config names (#1964) 2022-08-26 18:48:56 +08:00