ZhangLeUestc / ResNeXt

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

ResNeXt

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

Results

0. 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**%
   

1. Model files: OneDrive download: link