113 lines
3.9 KiB
YAML
113 lines
3.9 KiB
YAML
|
|
Models:
|
|
|
|
- Name: fcn_m-v2-d8_512x1024_80k_cityscapes
|
|
In Collection: FCN
|
|
Metadata:
|
|
inference time (ms/im): 70.42
|
|
Results:
|
|
- Task: Semantic Segmentation
|
|
Dataset: Cityscapes
|
|
Metrics:
|
|
mIoU: 61.54
|
|
Weights: https://download.openmmlab.com/mmsegmentation/v0.5/mobilenet_v2/fcn_m-v2-d8_512x1024_80k_cityscapes/fcn_m-v2-d8_512x1024_80k_cityscapes_20200825_124817-d24c28c1.pth
|
|
Config: configs/fcn/fcn_m-v2-d8_512x1024_80k_cityscapes.py
|
|
|
|
|
|
|
|
- Name: pspnet_m-v2-d8_512x1024_80k_cityscapes
|
|
In Collection: PSPNet
|
|
Metadata:
|
|
inference time (ms/im): 89.29
|
|
Results:
|
|
- Task: Semantic Segmentation
|
|
Dataset: Cityscapes
|
|
Metrics:
|
|
mIoU: 70.23
|
|
Weights: https://download.openmmlab.com/mmsegmentation/v0.5/mobilenet_v2/pspnet_m-v2-d8_512x1024_80k_cityscapes/pspnet_m-v2-d8_512x1024_80k_cityscapes_20200825_124817-19e81d51.pth
|
|
Config: configs/pspnet/pspnet_m-v2-d8_512x1024_80k_cityscapes.py
|
|
|
|
|
|
|
|
- Name: deeplabv3_m-v2-d8_512x1024_80k_cityscapes
|
|
In Collection: DeepLabV3
|
|
Metadata:
|
|
inference time (ms/im): 119.05
|
|
Results:
|
|
- Task: Semantic Segmentation
|
|
Dataset: Cityscapes
|
|
Metrics:
|
|
mIoU: 73.84
|
|
Weights: https://download.openmmlab.com/mmsegmentation/v0.5/mobilenet_v2/deeplabv3_m-v2-d8_512x1024_80k_cityscapes/deeplabv3_m-v2-d8_512x1024_80k_cityscapes_20200825_124836-bef03590.pth
|
|
Config: configs/deeplabv3/deeplabv3_m-v2-d8_512x1024_80k_cityscapes.py
|
|
|
|
|
|
|
|
- Name: deeplabv3plus_m-v2-d8_512x1024_80k_cityscapes
|
|
In Collection: DeepLabV3+
|
|
Metadata:
|
|
inference time (ms/im): 119.05
|
|
Results:
|
|
- Task: Semantic Segmentation
|
|
Dataset: Cityscapes
|
|
Metrics:
|
|
mIoU: 75.20
|
|
Weights: https://download.openmmlab.com/mmsegmentation/v0.5/mobilenet_v2/deeplabv3plus_m-v2-d8_512x1024_80k_cityscapes/deeplabv3plus_m-v2-d8_512x1024_80k_cityscapes_20200825_124836-d256dd4b.pth
|
|
Config: configs/deeplabv3+/deeplabv3plus_m-v2-d8_512x1024_80k_cityscapes.py
|
|
|
|
|
|
|
|
- Name: fcn_m-v2-d8_512x512_160k_ade20k
|
|
In Collection: FCN
|
|
Metadata:
|
|
inference time (ms/im): 15.53
|
|
Results:
|
|
- Task: Semantic Segmentation
|
|
Dataset: ADE20K
|
|
Metrics:
|
|
mIoU: 19.71
|
|
Weights: https://download.openmmlab.com/mmsegmentation/v0.5/mobilenet_v2/fcn_m-v2-d8_512x512_160k_ade20k/fcn_m-v2-d8_512x512_160k_ade20k_20200825_214953-c40e1095.pth
|
|
Config: configs/fcn/fcn_m-v2-d8_512x512_160k_ade20k.py
|
|
|
|
|
|
|
|
- Name: pspnet_m-v2-d8_512x512_160k_ade20k
|
|
In Collection: PSPNet
|
|
Metadata:
|
|
inference time (ms/im): 17.33
|
|
Results:
|
|
- Task: Semantic Segmentation
|
|
Dataset: ADE20K
|
|
Metrics:
|
|
mIoU: 29.68
|
|
Weights: https://download.openmmlab.com/mmsegmentation/v0.5/mobilenet_v2/pspnet_m-v2-d8_512x512_160k_ade20k/pspnet_m-v2-d8_512x512_160k_ade20k_20200825_214953-f5942f7a.pth
|
|
Config: configs/pspnet/pspnet_m-v2-d8_512x512_160k_ade20k.py
|
|
|
|
|
|
|
|
- Name: deeplabv3_m-v2-d8_512x512_160k_ade20k
|
|
In Collection: DeepLabV3
|
|
Metadata:
|
|
inference time (ms/im): 25.06
|
|
Results:
|
|
- Task: Semantic Segmentation
|
|
Dataset: ADE20K
|
|
Metrics:
|
|
mIoU: 34.08
|
|
Weights: https://download.openmmlab.com/mmsegmentation/v0.5/mobilenet_v2/deeplabv3_m-v2-d8_512x512_160k_ade20k/deeplabv3_m-v2-d8_512x512_160k_ade20k_20200825_223255-63986343.pth
|
|
Config: configs/deeplabv3/deeplabv3_m-v2-d8_512x512_160k_ade20k.py
|
|
|
|
|
|
|
|
- Name: deeplabv3plus_m-v2-d8_512x512_160k_ade20k
|
|
In Collection: DeepLabV3+
|
|
Metadata:
|
|
inference time (ms/im): 23.2
|
|
Results:
|
|
- Task: Semantic Segmentation
|
|
Dataset: ADE20K
|
|
Metrics:
|
|
mIoU: 34.02
|
|
Weights: https://download.openmmlab.com/mmsegmentation/v0.5/mobilenet_v2/deeplabv3plus_m-v2-d8_512x512_160k_ade20k/deeplabv3plus_m-v2-d8_512x512_160k_ade20k_20200825_223255-465a01d4.pth
|
|
Config: configs/deeplabv3+/deeplabv3plus_m-v2-d8_512x512_160k_ade20k.py
|