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kumar-shridhar / CNN_Architectures

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Keras Implementation of major CNN architectures

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Keras Implementation of all major CNN Architectures

Requirements

  • NumPy >= 1.11.1
  • Keras >= 2.0 (Using TensorFlow in backend)
  • Python >= 3.4

Available Architectures

  • VGG 16
  • Inception V3
  • ResNet 50
  • DenseNet
  • Inception V4
  • InceptionResnet V2
  • NASNet

Steps

  • In the first line Import the name of the model by using the import command and specifying the model name:
    • for Resnet
  • Specify the dir path of the training and validation dataset in the PATH and size of the image in sz and the batch size.
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