Vela
On-Model Imagery

Turn a flat-lay into a campaign in seconds.

Upload a flat-lay, ghost-mannequin or hanger shot and get a photoreal model wearing it, styled, lit and framed to your brand guidelines.

On-modelOn-model
Flat-layFlat-lay
Endpoint/creator/instamodel
Avg latency~4s async
InputsFlat-lay, ghost, hanger
Outputwebp, jpeg, png
What you get

Designed to drop into production.

Diverse, consistent models

Choose skin tone, body type, age and pose, or pin a recurring model as an identity profile across an entire collection.

Brand-true lighting

Match your studio key and fill, backdrop and grade so generated shots sit beside real ones without a seam.

Catalogue-scale batches

Push thousands of SKUs through async jobs and stream results back on a webhook as they finish.

Composable

Chain it into a full pipeline.

Every endpoint is an independent primitive. This is a typical chain for this capability, run async on a webhook.

  1. 1Lock the model
    POST /identity/lock/image/v1

    Pin a reusable brand model.

  2. 2Generate on-model
    POST /creator/instamodel/image/v1

    Place the garment, any tone.

  3. 3Set the scene
    POST /background/change/image/v1

    Brand backdrop and light.

  4. 4Finish
    POST /upscale/image/v1

    Sharpen for hero placements.

One call

/creator/instamodel/image/v1

Flat JSON, X-API-Key auth, async by default. You get a job_id back and the finished asset on your webhook.

POST /creator/instamodel/image/v1
1curl https://api.vela.dev/creator/instamodel/image/v1 \
2 -H "X-API-Key: $VELA_KEY" \
3 -d '{
4 "prompt": "studio model, soft daylight, editorial",
5 "input_face": "models/ava.jpg",
6 "profile_id": "prof_marisol_ava",
7 "output_format": "webp",
8 "callback_url": "https://hooks.brand.com/vela"
9 }'

Pairs well with

Virtual Try-OnRender how a garment actually drapes, folds, texture, print alignment and fit, on a chosen model or a shopper's own photo.Explore
Editing & BackgroundInstruction-based editing, background replacement and relighting, and upscaling, batched across every image you own.Explore
Ad CreativeGenerate sized, on-brand static and video creative from a single product, with logo, palette and template rules applied.Explore
Enterprise APIReusable identity profiles, C2PA provenance on every output, async jobs with webhooks, and the governance enterprise teams require.Explore

Ship your catalogue in a weekend, not a quarter.

Start free with 250 generations. No card, no sales call, just an API key and the docs.

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