
Background replacement
Studio sets or your own showroom, applied per image or to a whole batch with one parameter.
AI vehicle imaging
TheMotoFlip lifts the car out of any lot, curb or driveway photo and sets it in a studio. Color corrected, windows cleaned, angle detected. Back in seconds, over one API built for dealer inventory.
01The flip
The same car shot at the curb reads like a used listing. Flipped, it reads like the showroom. These three are real: public-domain street photos, run once through the live API, untouched since.
RAW · Driveway
FLIPPED · Studio
RAW · City street
FLIPPED · Studio
RAW · Curbside
FLIPPED · Studio02Pipeline
Send an image URL or upload a file. One shot, or a full walkaround submitted as a single batch.
The model finds the vehicle, reads the body style and shot angle, and tells exteriors from interiors.
The car is lifted out and set into your background. Color is corrected and the windows are cleaned up.
Optional human QC and an editor pass. Then the finished image is sent to your webhook.
03Studios
The set is one parameter. Use a studio from the library, or send a reference of your own showroom and get it back as your own bg_id, applied to every car on the lot.
bg_id = "midnight_bay"
04Platform

Studio sets or your own showroom, applied per image or to a whole batch with one parameter.
Every result carries the shot angle, body style and image type, so listings can sort and order themselves.
"angle": 90.0, "car_model": "Hatchback", "image_type": "vehicle"
Glass transparency, tint and glare tuned per request, so the old background never shows through.
Mask or replace number plates per image before anything goes live.
Interior shots are detected and treated on their own track, with optional regeneration.
Submit a whole shoot under one batch_id. When it's done, the results are posted to your endpoint, so there's nothing to poll.
Route results through review before they publish. Reject one, fix it, and resubmit against the same SKU. Its history stays intact.
Send a reference image. Our team builds it into a production background with its own ID.
05For developers
POST a photo URL and a background. Poll the SKU, or let the webhook come to you. Plain HTTP and JSON, with presigned uploads when your photos aren't public.
$ Book a demo and see your own inventory flipped. One API for a single dealer or a whole marketplace.