TheMotoFlipBook a demo

AI vehicle imaging · api.themotoflip.com

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.

Grey Infiniti Q30, original street photo (driveway)RAW · Driveway
Grey Infiniti Q30 after TheMotoFlip: studio backgroundFLIPPED · Studio
Grey Infiniti Q30angle 030° · suv
Mercedes coupé-SUV, original street photo (city street)RAW · City street
Mercedes coupé-SUV after TheMotoFlip: studio backgroundFLIPPED · Studio
Mercedes coupé-SUVangle 070° · sedan
White Infiniti Q30, original street photo (curbside)RAW · Curbside
White Infiniti Q30 after TheMotoFlip: studio backgroundFLIPPED · Studio
White Infiniti Q30angle 140° · hatchback
00/03 flipped

02Pipeline

  1. 01

    Ingest

    Send an image URL or upload a file. One shot, or a full walkaround submitted as a single batch.

  2. 02

    Detect

    The model finds the vehicle, reads the body style and shot angle, and tells exteriors from interiors.

  3. 03

    Compose

    The car is lifted out and set into your background. Color is corrected and the windows are cleaned up.

  4. 04

    Review & deliver

    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.

  • 01Midnight bayDark set, hard rim light, mirror floor
  • 02White cycloramaBright infinity cove, soft overhead light
  • 03Golden hourWarm low key light for lifestyle listings

bg_id = "midnight_bay"

04Platform

A car placed in a light studio with a reflective floor
background/replace

Background replacement

Studio sets or your own showroom, applied per image or to a whole batch with one parameter.

meta

Angle and body-style detection

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"
window_refinement

Window refinement

Glass transparency, tint and glare tuned per request, so the old background never shows through.

number_plate

Plate masking

Mask or replace number plates per image before anything goes live.

interior_regeneration

Interiors, handled

Interior shots are detected and treated on their own track, with optional regeneration.

replace/multi · webhooks

Batches and webhooks

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.

qc · editor

Human QC and an editor pass

Route results through review before they publish. Reject one, fix it, and resubmit against the same SKU. Its history stays intact.

background/create

Custom sets

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.

  • 15–60 s typical turnaround per image
  • 1 parameter to change the set
  • 0 SDKs to install
$ 
0M+vehicle photos through the pipeline
0supper end of a typical turnaround
0°of angles detected, inside and out

Book a demo and see your own inventory flipped. One API for a single dealer or a whole marketplace.