For developers
Property image models you can call in one request
- HTTP API plus official client libraries
- Typed inputs, documented per model
The situation
Where this helps
Property imagery is a deep, unglamorous problem. A general image model will happily move a window or invent a doorway, and getting one to behave takes a research project you did not sign up for. These seven are already narrow and already tuned for it.
- HTTP API plus official client libraries
- Typed inputs, documented per model
- Concurrent predictions for batch work
- Free to evaluate, watermarked
What changes
Four things worth knowing
One endpoint shape, seven models
POST to api.replicate.com/v1/models/proplabs/<model>/predictions. Swap the name and the rest of your code is unchanged. Official clients exist for Python, JavaScript and more.
Real input schemas, not prompt guessing
Each model takes typed fields — room, furniture_style, scope, objects_to_remove, intensity — so behaviour is something you configure rather than coax out of a prompt string.
Composable on purpose
Because each model does one job, chaining is the interesting part: furniture removal into virtual staging, or photo enhancement first so everything downstream works from a clean input.
Evaluate before you integrate
Every model is free to run with a watermark, so you can settle the build-or-buy question on your own images before writing a line of integration code.
Start here
The models that matter most for this
All seven are available; these are the ones that usually come first.
- Interiors
Empty roomStagedVirtual Staging
Instantly transform any empty room photo into a high quality furnished space with your chosen interior style.
- Clean-up
FurnishedClearedFurniture Removal
Instantly clear a furnished room down to a clean, empty space, keeping the fitted kitchen, bathroom and every built-in exactly as they are.
- Clean-up
With itemsRemovedObject Removal
Instantly remove any unwanted object from a property photo — clutter, furniture, signage — and rebuild the surface behind it.
- Interiors
As capturedEnhancedPhoto Enhancement
Instantly correct dark interiors, blown-out windows and colour casts, turning an ordinary capture into a listing-ready photograph.
Further reading
Guides that go deeper
Platforms · 5 min read
How to add AI staging to your product
What it takes to put virtual staging inside a listing portal or CRM, using the models on Replicate with your own token.
Read the guideGuides · 4 min read
What these models will not do
The honest limits: where generative editing is the wrong tool, what each model deliberately refuses to change, and where disclosure matters.
Read the guide
Next step
Test it on your own images
Free and watermarked, with no account needed from us. Once the output is good enough for your work, a token is $100 a month for 1,000 images.
- Free and watermarked, with no time limit
- Volume pricing quoted per account
- Direct API access on request
- Custom models where these fall short