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Expert Answer

How long does it take to create a Gaussian Splat?

Gaussian Splatting training takes minutes to hours depending on scene complexity and hardware. DJI publishes that each DJI Terra reconstruction block takes no more than 40 minutes. Consumer apps like Luma AI generate GS models in under 1 minute from uploaded video.

Detailed Answer

Gaussian Splatting processing time depends on the tool, input size, and available hardware. Here is a breakdown by platform:

Professional Processing (DJI Terra V5.0+)

  • Per block: DJI publishes that each reconstruction block takes no more than 40 minutes (roughly 300 photos per block for a DJI M4E terrain-follow capture at 80% forward / 70% side overlap, on a 64 GB Windows machine)
  • Large sites: processed as multiple blocks, so wall-clock time scales with the block count
  • Maximum capacity: DJI publishes 12,800 photos per standalone task at 32 GB RAM and 25,600 at 64 GB (192,000 / 384,000 in cluster mode)

Consumer / Cloud Processing

Tool Processing Time Notes
Luma AI Under 1 minute Cloud-based, video upload
Polycam 2–10 minutes Cloud via AWS, LiDAR or photo input
PostShot 10–60 minutes Local desktop processing
Nerfstudio 15 minutes–2 hours Local, depends on dataset size
Xgrids LCC Studio ~5 hours per model Cloud processing, high quality

Hardware Requirements

For local GS processing, GPU power determines speed:

  • Minimum: 8GB VRAM (e.g., RTX 3060) — handles small scenes
  • Recommended: 16–24GB VRAM (e.g., RTX 4080/4090) — handles large scenes efficiently
  • System RAM: 32GB minimum for large datasets, 128GB for city-scale reconstructions
  • Storage: SSD recommended — GS generates large intermediate files

Training vs Rendering

It is important to distinguish:

  • Training time (creating the GS model): Minutes to hours — this is the computationally expensive step
  • Rendering time (viewing the result): Real-time at 60+ FPS on any modern GPU — this is GS's key advantage over NeRF

Comparison to Other Methods

Method Typical Processing Time Real-Time Viewing?
Gaussian Splatting Minutes to hours Yes (60+ FPS)
NeRF Hours to days No (seconds per frame)
Mesh Photogrammetry Hours to days Limited (requires simplification)

For a professional Gaussian Splatting project, THE FUTURE 3D handles all processing — you receive finished deliverables without needing GPU hardware. Get a quote →

Sources:

  • DJI Terra documentation
  • NVIDIA Developer Blog — GPU-Accelerated GS
  • Advexure DJI Terra V5.0 review

Related topics:

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