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Welcome to Fractal Forums > Real World Examples & Fractical Applications > Fractal News across the World > Turning Neural Networks Upside Down
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Author Topic: Turning Neural Networks Upside Down  (Read 44651 times)
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tit_toinou
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« Reply #180 on: November 05, 2016, 06:24:12 PM »
Quote from: Chillheimer on June 09, 2016, 10:38:11 AM

and deepstyle for videos:
<a href="https://www.youtube.com/v/Khuj4ASldmU&rel=1&fs=1&hd=1" target="_blank">https://www.youtube.com/v/Khuj4ASldmU&rel=1&fs=1&hd=1</a>

I've used this technique if anyone is interested ! (please watch in 1080p or 4K)

<a href="https://www.youtube.com/v/2YRVt80g2Ek&rel=1&fs=1&hd=1" target="_blank">https://www.youtube.com/v/2YRVt80g2Ek&rel=1&fs=1&hd=1</a>
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How do Complex Numbers warp the plane ?
Chillheimer
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« Reply #181 on: November 05, 2016, 10:15:49 PM »
nice!
I am indeed interested in how you did this in 4k! I thought even the smallest resolutions like 640*480 require 16gb+ ram on your graphicscard, as this goes up exponentially 4k was totally out of reach for the next years. and this was for a single frame, not 6 minutes!  
has anything changed?!?
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--- Fractals - add some Chaos to your life and put the world in order. ---
tit_toinou
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« Reply #182 on: November 06, 2016, 06:11:37 PM »
Yes things changed (It's more like 4K would take 20GB of RAM I suppose) .
I have a GTX 980 (4GB VRAM) I can go up to 1.1 MPixels (width*height), so I just divided my 4K into 4x4=16 patches and blend the results wink .

For the 6 minutes question : there's a new technique, Fast Style Transfer, in which you train a neural network to produce a specific style (last multiple days) and then you can use the result to apply the style to image really fast. And there's now a new technique where you can train multiple style at the same time, and afterwards interpolate style with given interpolation parameters.
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How do Complex Numbers warp the plane ?
Chillheimer
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« Reply #183 on: November 08, 2016, 01:27:35 PM »
thanks a lot for that update.
The speed of development of all this is awesome. I'm absolutely convinced that we are very close to some major surprises and fundamental changes of the way we're living. It's already starting.. smiley http://futurism.com/robotintelligence/

exciting times we have the privilege to live in!
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--- Fractals - add some Chaos to your life and put the world in order. ---
TheRedshiftRider
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« Reply #184 on: July 03, 2017, 05:56:07 PM »
<a href="http://www.youtube.com/v/S5AeqYfcb7w&rel=1&fs=1&hd=1" target="_blank">http://www.youtube.com/v/S5AeqYfcb7w&rel=1&fs=1&hd=1</a>

Found this video. Somewhat related, Its more about how we look at how computers and algorithms look at faces and how some people are weirded out by it.
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gagardzo
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« Reply #185 on: August 13, 2017, 12:31:26 PM »
Quote from: tit_toinou on November 05, 2016, 06:24:12 PM
I've used this technique if anyone is interested ! (please watch in 1080p or 4K)

<a href="https://www.youtube.com/v/2YRVt80g2Ek&rel=1&fs=1&hd=1" target="_blank">https://www.youtube.com/v/2YRVt80g2Ek&rel=1&fs=1&hd=1</a>

Awesome job, thanks
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Chillheimer
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« Reply #186 on: August 13, 2017, 12:51:27 PM »
another masterpiece by julius horsthuis, using deepstyle transfer of amsterdam aerial images on mandelbox:
<a href="https://vimeo.com/moogaloop.swf?clip_id=229380883&amp;server=vimeo.com&amp;fullscreen=1&amp;show_title=1&amp;show_byline=1&amp;show_portrait=0&amp;color=01AAEA" target="_blank">https://vimeo.com/moogaloop.swf?clip_id=229380883&amp;server=vimeo.com&amp;fullscreen=1&amp;show_title=1&amp;show_byline=1&amp;show_portrait=0&amp;color=01AAEA</a>
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--- Fractals - add some Chaos to your life and put the world in order. ---
tit_toinou
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« Reply #187 on: August 13, 2017, 03:56:52 PM »
WOOOOOOW
Can't see the link so here it is : <a href="https://vimeo.com/moogaloop.swf?clip_id=229380883&amp;server=vimeo.com&amp;fullscreen=1&amp;show_title=1&amp;show_byline=1&amp;show_portrait=0&amp;color=01AAEA" target="_blank">https://vimeo.com/moogaloop.swf?clip_id=229380883&amp;server=vimeo.com&amp;fullscreen=1&amp;show_title=1&amp;show_byline=1&amp;show_portrait=0&amp;color=01AAEA</a>

I really don't understand how he uses the neural style algo to generate this. It's both temporally consistent AND 3d consistent (or it feels like it)
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How do Complex Numbers warp the plane ?
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