Image2SplatPaint

Paint one image with splats.

Preview

Algorithm Max image side Initial splats Max splats Iterations Preview refresh

Learning rates

Tile/subtile culling Train layer order

Experimental GPU performance Adaptive GPU throughput Opacity-aware support (aggressive)

Adaptive placement (%) Layer update interval Position Color Opacity Alpha loss weight Scale Rotation Theta align Max anisotropy Max planar scale Edge containment σ Detail coherence P1 base scale floor P2 base scale floor

Stage-aware growth

P1 growth share % P2 growth share % P3 growth share % Splat growth interval Growth per event % Growth signal threshold

GS Virtual Camera Sampling settings

Bounded virtual depth 3DGS-style multi-view: one front or virtual camera supplies all trainable gradients each iteration. GOF density ranking Virtual camera share (%) Virtual camera max angle Virtual camera count Shared camera FOV Teacher coverage: load an image to estimate.

GPU memory details

GPU memory mode

limitchecking

estimate-

budget headroom-

limiter-

recommended-

speed-

detail cap-

Splat capacityManual limit

tile reserve-

measured speed-

Auto keeps browser and system headroom from standard memory hints. Exact free VRAM is unavailable.

PlayCanvas tilt check Engine 2.20.6

Show cameras used in this run

Finish training to inspect the cameras used in this run.

Camera framing Pitch X 0° Yaw Y 0°

Camera: center orbit
Position: -
Radius: -
FOV: 50°
Projection check: -

Virtual teacher images used in this run.

Finish training to inspect the PLY.

Finish training to inspect the splat parameters.

PLY uses standard SH0 Gaussian Splatting fields. For conventional multi-angle 3DGS viewing, train with GS Virtual Camera Sampling; Planar Gaussian is front-view only.

splats-

Current Splats preview, including shape, effects, alpha background, and optional outside-image padding.

Finish training before export.