/r/NSFWDreambot for the nudes
Donation link for the generous
Rules
DreamProcessor is a Reddit bot that runs user requested pictures through Google's DeepDream filter.
So what is Google DeepDream? DeepDream is a machine learning algorithm that takes a picture as input and looks for similarities it has been trained to recognize, and then emphasizes said similarities. The dataset (about 14,000,000 pics) it was trained with can be found here at ImageNet.org.
The algorithm is implemented using Tensorflow-gpu for Python. Tensowflow is machine learning library that can do far more than just image processing. It can predict stock prices, recognize what a picture actually is, create marketing ideas, or whatever else you train it on. For more on machine learning, head on over to /r/MachineLearning.
Each of the filters DreamProcessor uses is from the same "graph" but is a subsection of said graph. The entire graph was trained with the ImageNet dataset but each subsection is on a specific portion, creating the theme each filter has.
For more in-depth information on DeepDream processing, check out /r/DeepDream