Efficient Framework for Texture Stylization with Machine Learning in Maya
A tool that converts normally textured scenes into stylized scenes. This came up as a study for achieving a coherent style when texturing scenes with a lot of assets.
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Round of applause for our sponsors
This is a bit of a different type of work that I have done recently trying to understand how AI works and implement it in my workflow. I created a tool that converts the scene textures using style transfer and helps the artist stylize scenes with ease and consistency.
I learned about AI, creating external applications and linking them to Maya and I definitely polished my understanding of Linux. :)!
Thanks to:
- Justin Johnson’s paper on Style Transfer
- Leon Gaty’s Paper on Style Transfer
- Logan Engstrom for the training models used
- Jahirul Amin for the environment provided
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