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metafile.yaml
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metafile.yaml
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Collections:
- Name: LRASPP
License: Apache License 2.0
Metadata:
Training Data:
- Cityscapes
Paper:
Title: Searching for MobileNetV3
URL: https://arxiv.org/abs/1905.02244
README: configs/mobilenet_v3/README.md
Frameworks:
- PyTorch
Models:
- Name: mobilenet-v3-d8_lraspp_4xb4-320k_cityscapes-512x1024
In Collection: LRASPP
Results:
Task: Semantic Segmentation
Dataset: Cityscapes
Metrics:
mIoU: 69.54
mIoU(ms+flip): 70.89
Config: configs/mobilenet_v3/mobilenet-v3-d8_lraspp_4xb4-320k_cityscapes-512x1024.py
Metadata:
Training Data: Cityscapes
Batch Size: 16
Architecture:
- M-V3-D8
- LRASPP
Training Resources: 4x V100 GPUS
Memory (GB): 8.9
Weights: https://download.openmmlab.com/mmsegmentation/v0.5/mobilenet_v3/lraspp_m-v3-d8_512x1024_320k_cityscapes/lraspp_m-v3-d8_512x1024_320k_cityscapes_20201224_220337-cfe8fb07.pth
Training log: https://download.openmmlab.com/mmsegmentation/v0.5/mobilenet_v3/lraspp_m-v3-d8_512x1024_320k_cityscapes/lraspp_m-v3-d8_512x1024_320k_cityscapes-20201224_220337.log.json
Paper:
Title: Searching for MobileNetV3
URL: https://arxiv.org/abs/1905.02244
Code: https://github.com/open-mmlab/mmsegmentation/blob/v0.17.0/mmseg/models/backbones/mobilenet_v3.py#L15
Framework: PyTorch
- Name: mobilenet-v3-d8-scratch_lraspp_4xb4-320k_cityscapes-512x1024
In Collection: LRASPP
Results:
Task: Semantic Segmentation
Dataset: Cityscapes
Metrics:
mIoU: 67.87
mIoU(ms+flip): 69.78
Config: configs/mobilenet_v3/mobilenet-v3-d8-scratch_lraspp_4xb4-320k_cityscapes-512x1024.py
Metadata:
Training Data: Cityscapes
Batch Size: 16
Architecture:
- M-V3-D8
- LRASPP
Training Resources: 4x V100 GPUS
Memory (GB): 8.9
Weights: https://download.openmmlab.com/mmsegmentation/v0.5/mobilenet_v3/lraspp_m-v3-d8_scratch_512x1024_320k_cityscapes/lraspp_m-v3-d8_scratch_512x1024_320k_cityscapes_20201224_220337-9f29cd72.pth
Training log: https://download.openmmlab.com/mmsegmentation/v0.5/mobilenet_v3/lraspp_m-v3-d8_scratch_512x1024_320k_cityscapes/lraspp_m-v3-d8_scratch_512x1024_320k_cityscapes-20201224_220337.log.json
Paper:
Title: Searching for MobileNetV3
URL: https://arxiv.org/abs/1905.02244
Code: https://github.com/open-mmlab/mmsegmentation/blob/v0.17.0/mmseg/models/backbones/mobilenet_v3.py#L15
Framework: PyTorch
- Name: mobilenet-v3-d8-s_lraspp_4xb4-320k_cityscapes-512x1024
In Collection: LRASPP
Results:
Task: Semantic Segmentation
Dataset: Cityscapes
Metrics:
mIoU: 64.11
mIoU(ms+flip): 66.42
Config: configs/mobilenet_v3/mobilenet-v3-d8-s_lraspp_4xb4-320k_cityscapes-512x1024.py
Metadata:
Training Data: Cityscapes
Batch Size: 16
Architecture:
- M-V3s-D8
- LRASPP
Training Resources: 4x V100 GPUS
Memory (GB): 5.3
Weights: https://download.openmmlab.com/mmsegmentation/v0.5/mobilenet_v3/lraspp_m-v3s-d8_512x1024_320k_cityscapes/lraspp_m-v3s-d8_512x1024_320k_cityscapes_20201224_223935-61565b34.pth
Training log: https://download.openmmlab.com/mmsegmentation/v0.5/mobilenet_v3/lraspp_m-v3s-d8_512x1024_320k_cityscapes/lraspp_m-v3s-d8_512x1024_320k_cityscapes-20201224_223935.log.json
Paper:
Title: Searching for MobileNetV3
URL: https://arxiv.org/abs/1905.02244
Code: https://github.com/open-mmlab/mmsegmentation/blob/v0.17.0/mmseg/models/backbones/mobilenet_v3.py#L15
Framework: PyTorch
- Name: mobilenet-v3-d8-scratch-s_lraspp_4xb4-320k_cityscapes-512x1024
In Collection: LRASPP
Results:
Task: Semantic Segmentation
Dataset: Cityscapes
Metrics:
mIoU: 62.74
mIoU(ms+flip): 65.01
Config: configs/mobilenet_v3/mobilenet-v3-d8-scratch-s_lraspp_4xb4-320k_cityscapes-512x1024.py
Metadata:
Training Data: Cityscapes
Batch Size: 16
Architecture:
- M-V3s-D8
- LRASPP
Training Resources: 4x V100 GPUS
Memory (GB): 5.3
Weights: https://download.openmmlab.com/mmsegmentation/v0.5/mobilenet_v3/lraspp_m-v3s-d8_scratch_512x1024_320k_cityscapes/lraspp_m-v3s-d8_scratch_512x1024_320k_cityscapes_20201224_223935-03daeabb.pth
Training log: https://download.openmmlab.com/mmsegmentation/v0.5/mobilenet_v3/lraspp_m-v3s-d8_scratch_512x1024_320k_cityscapes/lraspp_m-v3s-d8_scratch_512x1024_320k_cityscapes-20201224_223935.log.json
Paper:
Title: Searching for MobileNetV3
URL: https://arxiv.org/abs/1905.02244
Code: https://github.com/open-mmlab/mmsegmentation/blob/v0.17.0/mmseg/models/backbones/mobilenet_v3.py#L15
Framework: PyTorch