Coin3D is a groundbreaking framework that facilitates controllable 3D asset generation by integrating 3D-aware control into the multiview diffusion process. It allows for an interactive modeling workflow leveraging coarse geometry proxies and user prompts for object identification. The system uses a novel 3D adapter to seamlessly incorporate proxy-guided control, enabling fine-tuned part editing and real-time feedback during object generation. By utilizing a volume-conditioned reconstruction strategy and caching mechanisms, Coin3D accelerates the modeling process, resulting in highly customizable and realistic 3D objects.
Coin3D introduces a novel 3D asset generation framework that combines 3D-aware controls with a multiview diffusion process to enhance customizable object generation.
The framework uniquely utilizes coarse geometry proxies, allowing users to interactively define object identities while generating realistic 3D models through guided diffusion.
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