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Monogram

Skill2 steps

Clean Cutout

Remove the background and get a crisp transparent PNG.

Request accessHow skills run

How it runs

The right model for every step.

Precise edges around hair, fur and glass, with an optional soft shadow. Use it on its own or as the first step of a larger pipeline.

Every intermediate result is kept with the run, so you can inspect a step, reuse its output or rerun it with different settings.

  1. Input
    • Image
    • Shadow (optional)
  2. 01
    Remove the backgroundBria RMBG 2.0
  3. 02
    Refine the edgesEdge refiner
  4. OutputA transparent PNG and a mask

Run it

Call the skill by name.

Send the inputs, get back a run you can wait on or follow with a webhook. The same skill is available in the studio and to AI agents through the MCP server.

You get back

A transparent PNG and a mask

curl https://api.monogram.dev/v1/skills/clean-cutout/runs \
  -H "Authorization: Bearer $MONOGRAM_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "input": {
      "image_url": "https://files.example.com/vase.jpg",
      "shadow": true
    }
  }'

Pairs well with

All skills
Editing2 steps

Background Swap

Place any subject in a new setting with matching light.

  1. Cut out the subject
  2. Place and relight
Editing1 step

Upscale

Make small or soft images ready for print.

  1. Restore and enlarge
Editing3 steps

Sketch to Render

Turn a rough sketch into a finished, photoreal render.

  1. Read the sketch
  2. Render the scene
  3. Upscale