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VGG Architecture

Various vgg architectures (vgg16, vgg12 and vgg19) and their implementation

VGG Regressor

  • version 1 - basic implementation of vgg architectures with jupyter notebook
  • version 2 - added the logging functionality
  • version 3 - jupyter notebook is removed and everything is now controlled using an external configuration file. Also included a readme file with instructions to setup environment and running the code.

VGG Classifier

  • basic implementation of vgg architectures with jupyter notebook
  • removed the top layer of vgg16 architecture and used a custom network
  • all the layers of vgg16 architecture are freezed other than the custom layers

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Various vgg architectures and their implementation to predict a regression variable

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