Differentiable renderers provide a direct mathematical link between an object’s 3D representation and images of that object. In this work, we develop approximate differentiable renderer for compact, interpretable representation, which call Fuzzy Metaballs. Our focuses on rendering shapes via depth maps silhouettes. It sacrifices fidelity utility, producing fast runtimes high-quality gradient in...