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Visualized the activations of hidden layers, analyzed feature invariance due to different image alterations and the effects of change in filter-sizes and strides

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Hyper Parameter Analysis of CNN.ipynb
Hyper Parameter Analysis of CNN.ipynb
 
 
README.md
README.md
 
 
Visualizing Convolutional Networks.ipynb
Visualizing Convolutional Networks.ipynb
 
 

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Convolutional Neural Networks

  • Visualized activations of different feature maps to show functioning of hidden neural layers
  • Analyzed feature invariance due to vertical translation, scale, and rotation of images
  • Analyzed the effects of change in hyper-parameters namely filter sizes and strides

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Visualized the activations of hidden layers, analyzed feature invariance due to different image alterations and the effects of change in filter-sizes and strides

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convolutional-neural-networks hyper-parameter-tuning

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