Differentiable Shape Programs for Efficient 3D Object Reconstruction from Images

PyTorchGeoNodes, a differentiable module for reconstructing 3D objects from images using interpretable shape programs, enables gradient-based optimization and joint optimization of discrete and continuous parameters of shape programs to efficiently reconstruct 3D objects.