Farm3D
Learning Articulated 3D Animals by Distilling 2D Diffusion
December 29th, 2024
About Farm3D
Farm3D provides a revolutionary solution that utilizes a diffusion-based learning approach to create 3D animals from 2D images. This empowers creators with a quick and effective way to generate manageable 3D assets.
Key Features
- Utilizes Stable Diffusion for learning articulated 3D animals
- Reconstruction network creates controllable 3D assets from a single input image
- Generates 3D assets quickly and efficiently in seconds
- Works with both real and generated input images for versatility
Use Cases
- 3D artists and animators can use the model to efficiently create 3D assets from 2D images.
- Game developers can streamline their asset creation process using the model.
- Researchers can explore innovative learning techniques for 3D object generation with the model.
- The model integrates the diffusion model as a scoring mechanism to enhance learning.
- The result is a monocular reconstruction network that can create controllable 3D assets from a single input image, real or generated, in just seconds.
Other Features
- Open Source
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