A small neural network learns to fit a parametric surface (u, v) → (x, y, z) in real time. The gray wireframe is the target; the purple mesh is the network's current prediction.
Training runs in a Web Worker (TensorFlow.js); rendering is Three.js.
parametric-learn.webm
pnpm install
pnpm devPick a surface from the dropdown, hit Start, and watch it converge.