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- Collections:
- - Name: CSPNet
- Metadata:
- Training Data: ImageNet-1k
- Architecture:
- - Cross Stage Partia Stage
- Paper:
- URL: https://arxiv.org/abs/1911.11929
- Title: 'CSPNet: A New Backbone that can Enhance Learning Capability of CNN'
- README: configs/cspnet/README.md
- Code:
- Version: v0.22.0
- URL: https://github.com/open-mmlab/mmpretrain/blob/v0.22.0/mmcls/models/backbones/cspnet.py
- Models:
- - Name: cspdarknet50_3rdparty_8xb32_in1k
- Metadata:
- FLOPs: 5040000000
- Parameters: 27640000
- In Collection: CSPNet
- Results:
- - Dataset: ImageNet-1k
- Metrics:
- Top 1 Accuracy: 80.05
- Top 5 Accuracy: 95.07
- Task: Image Classification
- Weights: https://download.openmmlab.com/mmclassification/v0/cspnet/cspdarknet50_3rdparty_8xb32_in1k_20220329-bd275287.pth
- Config: configs/cspnet/cspdarknet50_8xb32_in1k.py
- Converted From:
- Weights: https://github.com/rwightman/pytorch-image-models/releases/download/v0.1-weights/cspdarknet53_ra_256-d05c7c21.pth
- Code: https://github.com/rwightman/pytorch-image-models
- - Name: cspresnet50_3rdparty_8xb32_in1k
- Metadata:
- Training Data: ImageNet-1k
- FLOPs: 3480000000
- Parameters: 21620000
- In Collection: CSPNet
- Results:
- - Dataset: ImageNet-1k
- Metrics:
- Top 1 Accuracy: 79.55
- Top 5 Accuracy: 94.68
- Task: Image Classification
- Weights: https://download.openmmlab.com/mmclassification/v0/cspnet/cspresnet50_3rdparty_8xb32_in1k_20220329-dd6dddfb.pth
- Config: configs/cspnet/cspresnet50_8xb32_in1k.py
- Converted From:
- Weights: https://github.com/rwightman/pytorch-image-models/releases/download/v0.1-weights/cspresnet50_ra-d3e8d487.pth
- Code: https://github.com/rwightman/pytorch-image-models
- - Name: cspresnext50_3rdparty_8xb32_in1k
- Metadata:
- FLOPs: 3110000000
- Parameters: 20570000
- In Collection: CSPNet
- Results:
- - Dataset: ImageNet-1k
- Metrics:
- Top 1 Accuracy: 79.96
- Top 5 Accuracy: 94.96
- Task: Image Classification
- Weights: https://download.openmmlab.com/mmclassification/v0/cspnet/cspresnext50_3rdparty_8xb32_in1k_20220329-2cc84d21.pth
- Config: configs/cspnet/cspresnext50_8xb32_in1k.py
- Converted From:
- Weights: https://github.com/rwightman/pytorch-image-models/releases/download/v0.1-weights/cspresnext50_ra_224-648b4713.pth
- Code: https://github.com/rwightman/pytorch-image-models
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