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Feature space exploration as an alternative for design space exploration beyond the parametric space
In this comparison, the parametric design space is constructed by creating a synthetic dataset of 15. 000 elements using a parametric algorithm and reducing its dimensions for visualization.
Capabilities, Limitations and Challenges of Style Transfer with CycleGANs: A Study on Automatic Ring Design Generation
This work validates the applicability of CycleGANs on style transfer from an initial sketch to a final render in 2D that represents a 3D design, a step that is paramount in every product design process.
Controllable Garment Transfer
Image-based garment transfer replaces the garment on the target human with the desired garment; this enables users to virtually view themselves in the desired garment.
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