Farm3D

Farm3D is an innovative tool that enables quick and straightforward generation of highly-detailed, controllable 3D models from 2D images. Our approach is unique in that we use Stable Diffusion-based 2D image generators to create virtual supervision that is then used to train a monocular reconstruction network capable of predicting the 3D shape, appearance, viewpoint, and light direction of any object image.

The idea behind Farm3D is to enable the creation of 3D models in a matter of seconds, opening the door to countless new applications such as virtual and augmented reality, gaming, advertising, and education. With our tool, users can create textured, controllable synthesis, animation, and relighting of 3D objects from either real or virtual objects, allowing for maximum flexibility.

Our method for achieving these results is based on a novel framework that employs Stable Diffusion-based image generators to produce training data for learning a reconstruction network from the ground up. During the training process, we also sample synthetic instance views, which are then "critiqued" by Stable Diffusion to guide the learning process.

The result of our approach is a robust monocular reconstruction network that can generate controllable 3D assets from a single input image, whether real or generated, in just a matter of seconds. In addition, our method allows for the generation of highly-detailed 3D models, even for categories of objects that have not been trained on any real images.

One of the most exciting features of Farm3D is the ability to adjust lighting, swap textures between models of the same category, and even animate the shape of the generated 3D assets. This level of control enables users to create highly-customized 3D models for their specific needs.

In conclusion, Farm3D is a revolutionary tool that transforms the way we generate 3D assets. With our innovative approach, users can easily create highly-detailed, controllable 3D models from 2D images in seconds, opening the door to a wide range of new applications. Whether you're in the virtual or augmented reality space, gaming, advertising, or education, our tool has the potential to transform the way you work. Try Farm3D today and experience the future of 3D modeling!