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Spatial Capture

NeRF / Photogrammetry / Point Cloud2021 - Present

Three ways to capture the real world in 3D: neural radiance fields and Gaussian splats for volumetric scenes, photogrammetry for textured meshes, and point clouds for raw spatial data.

3Capture Methods
9+NeRF / Splat Scenes
Real-Time3DGS Playback
PhonePrimary Capture Device
RoleCreator / Capture Artist
MethodsNeRF, 3DGS, Photogrammetry, Point Cloud
CaptureiPhone, LiDAR, Drone
ToolsLuma AI, Polycam, Blender, Nerfstudio
OutputVolumetric Scenes, Meshes, Point Clouds
SubjectsArchitecture, People, Objects, Nature

Three Methods, Three Outputs

NeRF / Gaussian Splat

Volumetric Scene

A scene learned from photos or video that encodes how light behaves in the space (reflections, translucency, specular highlights) and renders new viewpoints in real time.

Best For

Walkthroughs, virtual tours, web-delivered 3D, film previs, archiving spaces as they feel.

Output

Navigable volumetric scene (WebGL, splat file)

Photogrammetry

Textured Mesh

Reconstructs polygon geometry with UV-mapped photo textures from overlapping images. The mesh can be edited, rigged, animated, 3D printed, or dropped into any standard pipeline.

Best For

3D printing, game assets, VFX, product visualization, object scanning.

Output

Textured 3D mesh (OBJ, FBX, GLB, USDZ)

Point Cloud

Raw Spatial Data

Millions of 3D points captured by LiDAR or depth sensors, each with color and position. No surfaces, no mesh: the rawest form of scanned geometry.

Best For

Surveying, architecture, construction documentation, measurement, forensic archival, raw input for mesh reconstruction.

Output

XYZ coordinate data with color (PLY, LAS, E57)

How They Relate

A point cloud can seed a photogrammetric mesh, a scan can inform a NeRF training set, and the same walk-around footage can produce all three.

Quick Comparison

Need to walk through a space?NeRF / Splat
Need an editable 3D model?Photogrammetry
Need precise measurements?Point Cloud
Need to 3D print it?Photogrammetry
Need photorealistic lighting?NeRF / Splat
Need raw scan data?Point Cloud

NeRF / Gaussian Splat Captures

Each capture is a live volumetric scene running in your browser. Click and drag to orbit, scroll to zoom.

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Tech Stack

Luma AINerfstudio3D Gaussian SplattingPolycamRealityCaptureiPhone LiDARDJI DroneBlenderStructure from MotionCOLMAPWebGLPoint CloudsPhotogrammetry

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