https://github.com/rathore25/cnn

Visualized the activations of hidden layers, analyzed feature invariance due to different image alterations and the effects of change in filter-sizes and strides
https://github.com/rathore25/cnn

convolutional-neural-networks hyper-parameter-tuning

Last synced: 5 days ago
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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

• Host: GitHub
• URL: https://github.com/rathore25/cnn
• Owner: Rathore25
• Created: 2020-09-15T22:34:06.000Z (over 4 years ago)
• Default Branch: master
• Last Pushed: 2020-09-15T23:54:53.000Z (over 4 years ago)
• Last Synced: 2024-11-02T06:43:39.449Z (about 2 months ago)
• Topics: convolutional-neural-networks, hyper-parameter-tuning
• Language: Jupyter Notebook
• Homepage:
• Size: 1.91 MB
• Stars: 0
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# 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