/ResNet_Keras

Reproduce ResNet(50layers) with Keras with Tensorflow backend

Primary LanguagePython

License Build Status

ResNet_Keras

ResNet_Keras is a implementation of ResNet-50 by Keras with Tensorflow backend which described in the next paper:

Network Structure

ResNet-50

Cifar-10 Example

To train this dataset, you have to download the images from here.

Environment

  • 1.tensorflow v1.4
  • 2.keras v2.1.2
  • 3.Cudnn v6.0
  • 4.Python v3.6
  • 5.Python packages:numpy,PIL,scipy
  • 6.Bash(git、ssh)