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Industrial edit / Reference Generation

Robot arm office background edit

A background edit must lock machine motion and spatial relationships before changing the environment.

Official manual translationTranslated from a MiniMax H3 manual example
Actual H3 output / 7s
Prompt -> result

What this output demonstrates

The same pick-and-place action is retained while the tabletop and background become a coherent office workspace.

Control pattern
A background edit must lock machine motion and spatial relationships before changing the environment.
Check in your run
Perspective or focus mismatch will make the replacement visibly separate from the machine.
Official manual example / English teaching translation / source reviewed 2026-08-08Open this example in the H3 manual
Shot structure
0s4s7s
INPUTR2V
ACTION01
CAMERA01
AUDIOON
Working principle

A background edit must lock machine motion and spatial relationships before changing the environment.

Watch for

Perspective or focus mismatch will make the replacement visibly separate from the machine.

Adapt this brief

Prompt draft

Replace the source table with a standard office workstation and replace the background with blinds and metal filing cabinets. Match desk perspective, scale, highlights, shadows, focus, and depth to the original camera. Preserve the complete robot-arm motion timing and speed, all other object positions and occlusions, camera path, and overall lighting.

Replace the subject and reference roles first. Change camera, timing, and sound one variable at a time.