ResNet-on-Cifar10, 在caffe cifar10上重现ResNet

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Reimplementation ResNet on cifar10
  • 源代码名称:ResNet-on-Cifar10
  • 源代码网址:http://www.github.com/junyuseu/ResNet-on-Cifar10
  • ResNet-on-Cifar10源代码文档
  • ResNet-on-Cifar10源代码下载
  • Git URL:
    git://www.github.com/junyuseu/ResNet-on-Cifar10.git
    Git Clone代码到本地:
    git clone http://www.github.com/junyuseu/ResNet-on-Cifar10
    Subversion代码到本地:
    $ svn co --depth empty http://www.github.com/junyuseu/ResNet-on-Cifar10
    Checked out revision 1.
    $ cd repo
    $ svn up trunk
    
    ResNets在cifar10和caffe上的实验

    引用

    
    @article{He2015,
    
    
     author = {Kaiming He and Xiangyu Zhang and Shaoqing Ren and Jian Sun},
    
    
     title = {Deep Residual Learning for Image Recognition},
    
    
     journal = {arXiv preprint arXiv:1512.03385},
    
    
     year = {2015}
    
    
     }
    
    
    
    

    用法

    首先,你应该确保正确安装了caffe,如果使用Windows,(你可以按照博客的说明操作,https://zhuanlan.zhihu.com/p/22129880)

    用于训练

    
    caffe train -solver=solver.prototxt -gpu 0
    
    
    
    

    用于测试

    
    caffe test -model=res20_cifar_train_test.prototxt -weights=ResNet_20.caffemodel -iterations=100 -gpu 0
    
    
    
    

    Caffe  CAF  
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