tensorflow-2-feature-visualization-notebooks
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timsainb
Feature and class visualization with deep neural networks in tensorflow. Contains deepdream, style transfer, receptive field visualization, convolutional filter visualization, etc.
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Tensorflow 2 Deep feature visualization
These are a series of self-contained notebook that show you how to visualize classes, features, and receptive fields, and a few other things in a neural network in tensorflow. I also wrote a short set of blog posts about this code.
Notebooks
- Visualizing classes
- Visualizing features
- Reconstructing images from layer activations
- Visualizing deepdream style transfer
Here are a few things I implemented:
Class visualization
Feature visualization
Receptive field visualization
Image reconstruction from filter activation
Style transfer (starry night)
timsainb