There's now an even easier way to DeepDream your holiday pictures. Google's trippy neural network, which chews up reality and spits out slugs, dogs and eyes can now be put to work in seconds thanks to a simple new web app.
The technique is a much more advanced version of the original Deep Dream approach. It is capable of using its own knowledge to interpret a painting style and transfer it to the uploaded image. This tool is a simplified version of the Deep Style one. It is not capable of creating advance transformations but it. A dream is a succession of images, ideas, emotions, and sensations that usually occur involuntarily in the mind during certain stages of sleep. The content and purpose of dreams are not fully understood, although they have been a topic of scientific, philosophical and religious interest throughout recorded history. Dream interpretation is the attempt at drawing meaning from dreams. Download deploy.prototxt from bvlcgooglenet into the project directory. Add line forcebackward: true to deploy.prototxt file. Download bvlcgooglenet.caffemodel from bvlcgooglenet into the project directory. (Optional) Download MIT’s “Places” neural net, download the Places205-GoogLeNet from their website.
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Dreamscope behaves like a DeepDream Instagram, with 19 filter available to turn pleasant looking photos of friends, family, mountains and plazas into horrific nightmares. Select an image, chose a filter, set it to public or private, click Submit and voila.
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A cursory glance through the gallery on Dreamscope shows hundreds of people playing around with the filters -- although there are also some NSFW images, so be careful if browsing in the office or with kids.
Dreamscope is the latest in a steady trickle of DeepDream tools created to help more people play around with Google's neural network. Since the code was first published to Github it has been used to tackle everything from images to video and even audio.
The trippy effect is a result of how the machine interprets images. Google developed its neural network to try and identify features in images, letting it learn when something is a picture of a mountain and when something is a picture of dumbbell.
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When the system is flipped around, it uses its own prejudices -- it is especially focussed on looking for animal-like features, eyes and faces -- to warp images. The more times an image is fed through the system, the more it will bring out strange features. Hence clouds become dogs, trees become fish and everything becomes terrifying.
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Dreamscope doesn't give people the same creative freedom as DeepDream itself, but is a great way to play around with filters and create some nightmares.
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