Week 10 – Deep Dream exploration

For this week, I’ll be exploring deep dream and tweaking hyperparameters that affect the output of the final result.

I noticed that deep dream tends to perform better on images that are brighter / more saturated, so I found an image of this flower to test with.

Original

Base Hyperparameters

Octaves – 5

mixed02 – 2

Step – .5

Here we see that theres a high amount of noise, suggesting that with a high learning rate too high, we might undershoot the global maximum, leading to a network that doesnt learn anything

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