65 lines
2.4 KiB
YAML
65 lines
2.4 KiB
YAML
Collections:
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- Name: DDRNet
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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: Deep Dual-resolution Networks for Real-time and Accurate Semantic Segmentation
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of Road Scenes
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URL: http://arxiv.org/abs/2101.06085
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README: configs/ddrnet/README.md
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Frameworks:
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- PyTorch
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Models:
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- Name: ddrnet_23-slim_in1k-pre_2xb6-120k_cityscapes-1024x1024
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In Collection: DDRNet
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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: 77.84
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mIoU(ms+flip): 80.15
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Config: configs/ddrnet/ddrnet_23-slim_in1k-pre_2xb6-120k_cityscapes-1024x1024.py
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Metadata:
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Training Data: Cityscapes
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Batch Size: 12
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Architecture:
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- DDRNet23-slim
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- DDRNet
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Training Resources: 2x A100 GPUS
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Memory (GB): 1.7
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Weights: https://download.openmmlab.com/mmsegmentation/v0.5/ddrnet/ddrnet_23-slim_in1k-pre_2xb6-120k_cityscapes-1024x1024/ddrnet_23-slim_in1k-pre_2xb6-120k_cityscapes-1024x1024_20230426_145312-6a5e5174.pth
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Training log: https://download.openmmlab.com/mmsegmentation/v0.5/ddrnet/ddrnet_23-slim_in1k-pre_2xb6-120k_cityscapes-1024x1024/ddrnet_23-slim_in1k-pre_2xb6-120k_cityscapes-1024x1024_20230426_145312.json
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Paper:
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Title: Deep Dual-resolution Networks for Real-time and Accurate Semantic Segmentation
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of Road Scenes
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URL: http://arxiv.org/abs/2101.06085
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Code: ''
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Framework: PyTorch
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- Name: ddrnet_23_in1k-pre_2xb6-120k_cityscapes-1024x1024
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In Collection: DDRNet
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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: 79.99
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mIoU(ms+flip): 81.71
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Config: configs/ddrnet/ddrnet_23_in1k-pre_2xb6-120k_cityscapes-1024x1024.py
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Metadata:
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Training Data: Cityscapes
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Batch Size: 12
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Architecture:
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- DDRNet23
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- DDRNet
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Training Resources: 2x A100 GPUS
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Memory (GB): 7.26
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Weights: https://download.openmmlab.com/mmsegmentation/v0.5/ddrnet/ddrnet_23_in1k-pre_2xb6-120k_cityscapes-1024x1024/ddrnet_23_in1k-pre_2xb6-120k_cityscapes-1024x1024_20230425_162633-81601db0.pth
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Training log: https://download.openmmlab.com/mmsegmentation/v0.5/ddrnet/ddrnet_23_in1k-pre_2xb6-120k_cityscapes-1024x1024/ddrnet_23_in1k-pre_2xb6-120k_cityscapes-1024x1024_20230425_162633.json
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Paper:
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Title: Deep Dual-resolution Networks for Real-time and Accurate Semantic Segmentation
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of Road Scenes
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URL: http://arxiv.org/abs/2101.06085
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Code: ''
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Framework: PyTorch
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