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Google AI 'Deep Dreams' Kubrick's 2001
Watch this very intensely trippy version of Stanley Kubrick's (and AC Clarke's) 2001: A Space Odyssey:
(Google's DeepDreaming AI and Stanley Kubrick
Say you want to know what sort of image would result in “Banana.” Start with an image full of random noise, then gradually tweak the image towards what the neural net considers a banana (see related work in [1], [2], [3], [4]). By itself, that doesn’t work very well, but it does if we impose a prior constraint that the image should have similar statistics to natural images, such as neighboring pixels needing to be correlated.So here’s one surprise: neural networks that were trained to discriminate between different kinds of images have quite a bit of the information needed to generate images too.
Instead of exactly prescribing which feature we want the network to amplify, we can also let the network make that decision. In this case we simply feed the network an arbitrary image or photo and let the network analyze the picture. We then pick a layer and ask the network to enhance whatever it detected. Each layer of the network deals with features at a different level of abstraction, so the complexity of features we generate depends on which layer we choose to enhance. For example, lower layers tend to produce strokes or simple ornament-like patterns, because those layers are sensitive to basic features such as edges and their orientations...
We have seen a lot of interest and received some great questions, from programmers and artists alike, about the details of how these visualizations are made. We have decided to open source the code we used to generate these images in an IPython notebook, so now you can make neural network inspired images yourself!
The code is based on Caffe and uses available open source packages, and is designed to have as few dependencies as possible. To get started, you will need the following (full details in the notebook):
NumPy, SciPy, PIL, IPython, or a scientific python distribution such as Anaconda or Canopy. Caffe deep learning framework (Installation instructions)
Once you’re set up, you can supply an image and choose which layers in the network to enhance, how many iterations to apply and how far to zoom in. Alternatively, different pre-trained networks can be plugged in.
It'll be interesting to see what imagery people are able to generate. If you post images to Google+, Facebook, or Twitter, be sure to tag them with #deepdream so other researchers can check them out too.
Via Inceptionism: Going Deeper into Neural Networks and DeepDream - a code example for visualizing Neural Networks.
Scroll down for more stories in the same category. (Story submitted 6/29/2015)
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Amazing Photonic
'That sail will be twenty thousand miles at the wide part.'
Amazing Photonic Crystal Light Sail
'That sail will be twenty thousand miles at the wide part.'
Rogue AI Replicated Itself
'Sapiro’s computer just kept dialing at random, hanging up on humans, until it got a fellow computer of the same type as itself.'
HandelBot Helps Two-Handed Robots Learn Piano
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'... all the feel and appearance of human flesh and epidermis.'
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'...drawing plans for the magnetic tongs and bed plates and relays.'
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'He wrote on it, using the pointed fingernail of his right forefinger...'
I Wish This Plaudit Pin Was More Like A Wristpad
'Frank was cursing into his wristpad, switching between Arabic and English.'
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'...a pair so huge that Stevens could not conceive a use for it..'
Japan's AI Buddharoid Automonks
'...each of them is a neural mapping of the mind of a Tibetan monk who actually lived.'
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'The leg was to function, in a way, as a servo-mechanism operated by Larry’s brain, through the mediation of the electronic brain in the leg.'
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'...there's a narrow belt where the climate is moderate.'
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'... every veephone on the continent would display, over and over, two propositions.'
