How it works

Try it first, pay when it is good enough

The models are public on Replicate. Run them free, see exactly what they produce, and only pay us once you want the watermark gone.
Run a model (opens in a new tab)Pricing
replicate.com/proplabs/virtual-staging
Free
An empty living room, before staging

empty-living-room.jpg

1/4Open a model on Replicate and give it a photograph.

Start to finish

Four steps, and only the last one costs you anything

  1. Stage 1

    Pick the model that matches the job

    Each of the seven does one thing. Empty room to furnished is virtual staging; furnished to empty is furniture removal; a specific object going away is object removal.
    No install, no sign-up with us
  2. Stage 2

    Run it on Replicate

    Upload a photograph, set the options that model exposes, and run it. You need a Replicate account, and Replicate bills the compute to your own token.
    Full-quality resultPlaygroundHTTP APIPythonNode
  3. Stage 3

    Judge the watermarked output

    The result carries a watermark. Everything else about it is final, so this is a real test of whether the model is good enough for your work. Re-run it as often as you like.
    Free from us
  4. Stage 4

    Add a token for clean images

    Ask us through the form, we issue a token, and you pass it in the optional watermark_remove_token field. The same output comes back without the watermark.
    $100 a month for 1,000 images

From your own code

The same thing, as an API call

The playground is convenient for one image. For a shoot, or for anything inside your own product, call the model through Replicate’s API with your own token.

API detail
curl -s -X POST \
  https://api.replicate.com/v1/models/proplabs/virtual-staging/predictions \
  -H "Authorization: Bearer $REPLICATE_API_TOKEN" \
  -H "Content-Type: application/json" \
  -H "Prefer: wait" \
  -d '{
    "input": {
      "image": "https://example.com/empty-living-room.jpg",
      "replicate_api_key": "'"$REPLICATE_API_TOKEN"'",
      "room": "Living Room",
      "furniture_style": "Scandinavian"
    }
  }'

Combining models

Two models are often better than one

The models are deliberately narrow, which means the interesting results come from running them in sequence.

Occupied room to staged

Furniture removal clears the occupant’s belongings, then virtual staging furnishes the empty space in whatever style you want.

  • furniture-removal
  • virtual-staging

Grey exterior to hero shot

Object removal takes out the cars and bins, sky replacement relights the scene, and lawn enhancement fixes the grass.

  • object-removal
  • sky-replacement
  • lawn-enhancement

Phone capture to listing image

Photo enhancement corrects the exposure and colour first, so anything you run afterwards is working from a clean input.

  • photo-enhancement
  • virtual-staging

Being clear about money

Two separate bills

Replicate charges you for compute on every run, watermarked or not, at their published rates and on your own account. We charge only for watermark-removal tokens. “Free to try” means free of any charge from us.

Pricing in fullAsk for a token
  • Replicate: compute, per run, billed by them
  • PropLabs: $100 a month for 1,000 images, only for clean output
  • Nothing to pay us until you want the watermark gone
  • Volume pricing quoted on request

FAQ

Questions, answered

  • No. The models are published publicly on Replicate. You need a Replicate account to run them, and you pay Replicate for the compute. You only need to contact us if you want the watermark removed, volume pricing, or a custom model.