metafile.yml

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