Lab

Gaussian Splats

This lab now fits anisotropic splats with analytic WebGPU gradients, weighted Gaussian accumulation, Charbonnier loss, Adam updates, and residual-driven densification.

InputUpload, drop, or paste an imageNew input cancels the active run, drops the current GPU session, and rebuilds the pipeline for the new source.

Source

No image loaded

The uploaded source image appears here.

Fitted Gaussians

Idle · Stage 0/24

Generate a run to fit the image with anisotropic Gaussians.

Residual Heatmap

GPU residual energy is visualized here at checkpoint cadence.

Residual error appears here once optimization starts.

Checking WebGPU support…

Status

Idle

Stage

0/24

Iteration

0/96

Gaussians

Current Loss

0.0000

Best Loss

0.0000

Densify Events

Mean Error

0.0000

Hot Tiles

Avg Stage Ms

GPU Readback Ms

Device

Unavailable