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Collections: |
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- Name: LRASPP |
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License: Apache License 2.0 |
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Metadata: |
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Training Data: |
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- Cityscapes |
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Paper: |
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Title: Searching for MobileNetV3 |
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URL: https://arxiv.org/abs/1905.02244 |
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README: configs/mobilenet_v3/README.md |
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Frameworks: |
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- PyTorch |
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Models: |
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- Name: mobilenet-v3-d8_lraspp_4xb4-320k_cityscapes-512x1024 |
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In Collection: LRASPP |
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Results: |
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Task: Semantic Segmentation |
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Dataset: Cityscapes |
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Metrics: |
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mIoU: 69.54 |
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mIoU(ms+flip): 70.89 |
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Config: configs/mobilenet_v3/mobilenet-v3-d8_lraspp_4xb4-320k_cityscapes-512x1024.py |
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Metadata: |
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Training Data: Cityscapes |
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Batch Size: 16 |
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Architecture: |
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- M-V3-D8 |
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- LRASPP |
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Training Resources: 4x V100 GPUS |
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Memory (GB): 8.9 |
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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 |
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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 |
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Paper: |
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Title: Searching for MobileNetV3 |
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URL: https://arxiv.org/abs/1905.02244 |
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Code: https://github.com/open-mmlab/mmsegmentation/blob/v0.17.0/mmseg/models/backbones/mobilenet_v3.py#L15 |
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Framework: PyTorch |
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- Name: mobilenet-v3-d8-scratch_lraspp_4xb4-320k_cityscapes-512x1024 |
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In Collection: LRASPP |
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Results: |
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Task: Semantic Segmentation |
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Dataset: Cityscapes |
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Metrics: |
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mIoU: 67.87 |
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mIoU(ms+flip): 69.78 |
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Config: configs/mobilenet_v3/mobilenet-v3-d8-scratch_lraspp_4xb4-320k_cityscapes-512x1024.py |
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Metadata: |
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Training Data: Cityscapes |
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Batch Size: 16 |
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Architecture: |
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- M-V3-D8 |
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- LRASPP |
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Training Resources: 4x V100 GPUS |
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Memory (GB): 8.9 |
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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 |
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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 |
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Paper: |
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Title: Searching for MobileNetV3 |
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URL: https://arxiv.org/abs/1905.02244 |
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Code: https://github.com/open-mmlab/mmsegmentation/blob/v0.17.0/mmseg/models/backbones/mobilenet_v3.py#L15 |
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Framework: PyTorch |
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- Name: mobilenet-v3-d8-s_lraspp_4xb4-320k_cityscapes-512x1024 |
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In Collection: LRASPP |
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Results: |
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Task: Semantic Segmentation |
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Dataset: Cityscapes |
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Metrics: |
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mIoU: 64.11 |
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mIoU(ms+flip): 66.42 |
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Config: configs/mobilenet_v3/mobilenet-v3-d8-s_lraspp_4xb4-320k_cityscapes-512x1024.py |
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Metadata: |
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Training Data: Cityscapes |
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Batch Size: 16 |
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Architecture: |
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- M-V3s-D8 |
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- LRASPP |
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Training Resources: 4x V100 GPUS |
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Memory (GB): 5.3 |
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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 |
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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 |
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Paper: |
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Title: Searching for MobileNetV3 |
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URL: https://arxiv.org/abs/1905.02244 |
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Code: https://github.com/open-mmlab/mmsegmentation/blob/v0.17.0/mmseg/models/backbones/mobilenet_v3.py#L15 |
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Framework: PyTorch |
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- Name: mobilenet-v3-d8-scratch-s_lraspp_4xb4-320k_cityscapes-512x1024 |
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In Collection: LRASPP |
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Results: |
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Task: Semantic Segmentation |
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Dataset: Cityscapes |
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Metrics: |
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mIoU: 62.74 |
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mIoU(ms+flip): 65.01 |
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Config: configs/mobilenet_v3/mobilenet-v3-d8-scratch-s_lraspp_4xb4-320k_cityscapes-512x1024.py |
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Metadata: |
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Training Data: Cityscapes |
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Batch Size: 16 |
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Architecture: |
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- M-V3s-D8 |
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- LRASPP |
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Training Resources: 4x V100 GPUS |
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Memory (GB): 5.3 |
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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 |
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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 |
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Paper: |
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Title: Searching for MobileNetV3 |
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URL: https://arxiv.org/abs/1905.02244 |
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Code: https://github.com/open-mmlab/mmsegmentation/blob/v0.17.0/mmseg/models/backbones/mobilenet_v3.py#L15 |
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Framework: PyTorch |
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