Neural Aesthetic W5: Visualization, deepdream, style & texture synthesis

For week 5 we dove into visualizations. The last 2 weeks we touched on convolutional networks but not necessarily how they functioned. This week we lifted the hood a little to break down what was happening.  Next week we’ll dive into generative models.

 

 

This week:

  • visualizing neural networks
  • optimization-based class synthesis 
  • style transfer and texture analysis 

 

Deep learning frameworks: 

Screen Shot 2019-10-02 at 8.48.58 PM.png

How some of these items are more like the tips of the iceberg, how processing is to java as keras is to tensorflow.

 

Review of Neural Networks

 

 

 

 

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