https://pathmind.com/wiki/generative-adversarial-network-gan Notes: Discriminative models learn the boundary between classes Generative models model the distribution of individual classes i.e. the discriminator decides whether each instance of data that it reviews belongs to the actual training dataset or not. Here are the steps a GAN takes: The generator takes in random numbers and returns an image. This generated image is fed into the discriminator alongside a stream of images taken from the actual, ground-truth dataset. The discriminator takes in both real and fake images and returns probabilities, a number between 0 and 1, with 1 representing a prediction of authenticity and 0 representing fake. https://ai.googleblog.com/2017/12/introducing-new-foveation-pipeline-for.html Notes: However, current VR/MR technologies present a fundamental challenge: to present images at the extremely high resolution required for immer...
I tried many ways to fix the issues, but none of them worked, not even on github. One of the packages 'climin' has very rare information online and is barely used. Also, the compatibility between python version and blender is very uncertain, I'm not sure which one would work, so I gave up this AI stuff and tried to look into something new. https://www.youtube.com/watch?v=JVlfSjkvefE There is a image to material tool, materialize, which is able to edit a picture into material with diffuse,normal,metallic maps and etc. After you created the project, it's also easy to import to unity. Maybe I could build up something upon that.
According to the record last week, I'tried to finish the tasks below by order. Since I havent used python before, those works were more difficult than they seem to be. 1. Package climi and GPy installation for python environment https://github.com/SheffieldML/GPy/issues/649 (resolution for Gpy ) ???? (climin) 2. https://blender.stackexchange.com/a/51800 (link the anaconda environment to Blender) 3. Issues may happen Error when importing numpy, see here: https://stackoverflow.com/a/56009839 Error when importing keras/GPy, see here: https://stackoverflow.com/a/19105436 • Climin installation This package cannot be found in anaconda package manager, it is currently only available via git from github. I took the research on like ' how to install packages on python', ' how to download packages from github'. All those operations are based on some very simple codes, it still took me a while though. The right approach is: (1) install gitbash and set it...
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