AIeyes
A downloadable tech demo for Windows
Walking simulator in a city where the world is seen through a realtime neural network, which is fed simple colored blocks that are translated to textures and forms.
The model currently used is trained on 400 images like so:
deriving on knowledge of the following labels;
"The Pix2Pix Generative Adversarial Network, or GAN, is an approach to training a deep convolutional neural network for image-to-image translation tasks."https://machinelearningmastery.com/how-to-develop-a-pix2pix-gan-for-image-to-ima...
Pix2Pix Unity open source implementation by https://twitter.com/_kzr /
https://github.com/keijiro/Pix2Pix
Pix2Pix Tensorflow models by https://twitter.com/christophrhesse / https://github.com/affinelayer/pix2pix-tensorflow
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Crashes on startup and display issues due to outdated graphics cards or drivers. Im looking into optimizing for more compatibility!
| Status | In development |
| Platforms | Windows |
| Rating | Rated 4.4 out of 5 stars (36 total ratings) |
| Author | tm |
| Genre | Simulation |
| Tags | Experimental,FPS,Horror,Procedural Generation,Walking simulator |
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Comments
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I think if you trained it on a few hundred more images the results would look much better, though I understand that's a lot of effort. 400 images is very little for a network like this and it's probably why the images have so many artifacts.
Overall a very impressive project though, making it run realtime must have been a challenge. Respect.
The .exe will run and I see the unity startup logo, but the graphics themselves won't display. It is just a gray screen. I can hear the footsteps when I press wasd keys though. I have integrated graphics instead of a real graphics card on this laptop. I wonder if that is keeping it from working properly.
