Skill3 steps

Virtual Try-On

Show any garment on a model, true to its fit and fabric.

How it runs

The right model for every step.

Combine a garment photo with a model photo or a description of the model you want. The skill isolates the garment, dresses the model with realistic drape and folds, then sharpens fabric detail.

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

Input
- Garment photo
- Model photo or description
- Poses
01
Isolate the garmentBria RMBG 2.0
02
Dress the modelGemini 3 Pro Image
03
Refine fabric detailTopaz Image Upscale
OutputOn-model images in every pose you chose

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

On-model images in every pose you chose

run.sh

curl https://api.monogram.dev/v1/skills/virtual-try-on/runs \
  -H "Authorization: Bearer $MONOGRAM_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "input": {
      "garment_url": "https://files.example.com/coat.jpg",
      "model": "Tall woman, short dark hair, city street at dusk",
      "poses": [
        "front",
        "three-quarter"
      ]
    }
  }'