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Monogram

Skill3 steps

Sketch to Render

Turn a rough sketch into a finished, photoreal render.

Request accessHow skills run

How it runs

The right model for every step.

Draw the idea, name the materials and the mood, and the skill reads your lines as structure, renders the scene and upscales the result. Useful for product design, interiors and architecture.

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
    • Sketch or wireframe
    • Materials and mood
  2. 01
    Read the sketchFLUX.1 Kontext [max]
  3. 02
    Render the sceneFLUX.2 [pro]
  4. 03
    UpscaleTopaz Image Upscale
  5. OutputA photoreal render

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 photoreal render

curl https://api.monogram.dev/v1/skills/sketch-to-render/runs \
  -H "Authorization: Bearer $MONOGRAM_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "input": {
      "image_url": "https://files.example.com/chair-sketch.png",
      "materials": "walnut, brass, cream boucle",
      "mood": "warm evening light"
    }
  }'

Pairs well with

All skills
Editing2 steps

Clean Cutout

Remove the background and get a crisp transparent PNG.

  1. Remove the background
  2. Refine the edges
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