Reference-led workflow
Image-led AI 3D generator workflow
Use image to 3D when a reference shows the object's silhouette, proportion, color, and surface cues. The AI 3D generator reads those signals and estimates angles the source cannot show. Isolated products, props, toys, and furniture are easier to interpret when the entire subject remains inside the frame.
A clean image reduces ambiguity, but an AI 3D generator cannot recover missing facts. Rotate the preview, inspect the back and underside, and compare the draft with the source. Use GLB for interactive review when available, then continue topology, material, UV, scale, and target-specific work in a compatible 3D editor.


