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Reproduce ResNet-v3(Aggregated Residual Transformations for Deep Neural Network)

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ResNeXt

Reproduce ResNet-v3(Aggregated Residual Transformations for Deep Neural Network)

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  1. 1-crop validation error on ImageNet (center 224x224 crop from resized image with shorter side=256):

    model top-1 top-5
    VGG-16 28.5% 9.9%
    ResNet-50 24.7% 7.8%
    ResNet-101 23.6% 7.1%
    ResNet-152 23.0% 6.7%
     **ResNeXt-101**|**22.1**%|**5.8**%
    
  2. Model files: OneDrive download: link

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Reproduce ResNet-v3(Aggregated Residual Transformations for Deep Neural Network)

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