Depth pipeline QA
Check whether your depth maps produce stable spatial results.
Tunable depth-guided Dev tier for testing spatial control maps and prompts before Pro-quality delivery.
Tunable depth-guided Dev tier for testing spatial control maps and prompts before Pro-quality delivery.
Check whether your depth maps produce stable spatial results.
Keep geometry, change atmosphere across several prompts.
Turn layout previews into styled frames for reviews.
Preserve scene layering while exploring new looks from text prompts.
Adjust steps and guidance to learn what depth inputs work best.
Match draft or comp needs without paying Pro costs during exploration.
Validate depth preprocessing pipelines quickly.
Pair with automated depth extraction from photos or 3D previews.
Start with the subject, then add lighting, style, and anything that must stay the same. Upload a reference whenever you want a more controlled edit.
Consistent depth range across assets improves repeatability.
Use Depth Pro when spatial accuracy must ship to clients.
Establish spatial lock, then add stylistic complexity.
Use depth when layering matters; Canny when outlines matter more.
Depth-guided spatial control compared — Pro for polished output, Dev for fast depth-map tests.
| Feature | FLUX.1 Depth Pro Open page | FLUX.1 Depth DevCurrent You’re viewing this model |
|---|---|---|
| Best for | Spatially accurate production | Depth-map experiments |
| Speed | Moderate | Fast |
| Spatial control | Depth maps | Depth maps |
| Image edit | Control-image guided | Control-image guided |
| Editing precision | High | Good (draft) |
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