Layer 2 · Models

Automotive AI models, ready for the API.

Each endpoint is priced and rate-limited on its own. Call one in isolation, or chain the set — nothing assumes you adopted the others.

Get API keys Read the endpoint list

23 POST · one model each · async by default · webhook or poll

AI demo01

Recorded model output

Damage detection

Visible damage, located on the source image.

/v1/damage/detect →

The contract

One status contract for every long-running call.

Inference is not instant, so nothing here pretends to be synchronous. All 23 return a job, and one status call reads every one of them — queued, computing, done, failed or timeout. Poll it, or take the webhook.

It is platform rather than inference — it runs no model, costs nothing and is not counted among the 23.

the status call

free

GET /v1/jobs/{id}

inference orchestration · no model

queued · computing · done · failed · timeout — plus webhook push

The reference

The full Automotive AI API, by family.

Priced and rate-limited one by one. The meter on the right is what a single call costs you — per vehicle, per image, per video or per detection.

A

Understand the vehicle

8 endpoints

Identity, attributes and a clean capture — everything downstream reads from here.

  • 01
    POST/v1/vehicle/poseper image

    Vehicle Pose

    Tools allowing the detection of the car as well as its position.

    • Detects if there is a car in the field of view and the distance from it.
    • Gives the exterior position of the vehicle on a photo or video.
    • Gives the inside position of the vehicle on a photo or a video.
    vehicle-pose
  • 02
    POST/v1/vehicle/segmentper image

    Car Segmentation

    Tool to perfectly segment the car.

    • Allows vehicle segmentation to get only the vehicle.
    • Proposes to recover the vehicle and remove the elements around the vehicle as well as the bottom.
    • Offers the possibility of recovering only the vehicle in photos with many vehicles.
    car-segmentation
  • 03
    POST/v1/vehicle/identifyper image

    Vehicle Model Detection

    Tool to identify the make, the model and the version of a vehicle from a photo.

    • Allows you to recognize the make and the model of a vehicle from its silhouette and its badging.
    • Proposes to narrow the result down to the generation and the body style.
    • Offers the possibility of returning several candidate models with a confidence index.
    model-detection
  • 04
    POST/v1/vin/readper image

    VIN Reader

    Tool for reading the VIN of a vehicle.

    • Allows you to read the VIN wherever it is stamped or printed on the vehicle.
    • Returns the seventeen characters with a whole-string confidence.
    • Offers the possibility of validating the check digit before the VIN is accepted.
    vin-reader
  • 05
    POST/v1/plate/readper image

    License Plate Reader

    Tool for reading license plates.

    • Allows you to recognize vehicle license plates.
    • Proposes to read the plate from an angle, at distance or in poor light.
    • Offers the possibility of recognizing the plate, its country and its region.
    plate-reader
  • 06
    POST/v1/document/readper image

    Document Reader

    Tool for reading vehicle documents.

    • Offers document recognition features.
    • Proposes to recover the identity fields of a registration document — holder, plate, VIN, first registration date.
    • Offers the possibility of handling invoices, service records and insurance certificates.
    document-reader
  • 07
    POST/v1/dashboard/readper image

    Dashboard & Mileage Reader

    Tool for reading the mileage and the warning lights from a dashboard photo.

    • Allows you to read the odometer value from a digital or an analogue instrument cluster.
    • Proposes to identify which warning lights are illuminated and what each one signals.
    • Offers the possibility of distinguishing an amber advisory from a red stop indication.
    dashboard-reader
  • 08
    POST/v1/engine/detectper vehicle

    Engine Audio Diagnostics

    Tool to detect internal engine damage from the sound of the engine.

    • Allows to detect engine problems on vehicles.
    • Proposes to define what type of engine problem is detected.
    • Offers the possibility of estimating if there are engine problems on thermal cars.
    engine-detection
B

Damage & condition

4 endpoints

Find it, then grade it, so your own rules can act on the result.

  • 09
    POST/v1/damage/detectper vehicle

    Damage Detection

    Tool for detecting damage to the interior and exterior of the vehicle.

    • Allows damage segmentation on the interior and exterior vehicle.
    • Proposes to recover the type of damage visible on the vehicle.
    • Offers the possibility of deflecting damage and a confidence index on the damage.
    damage-detection
  • 10
    POST/v1/damage/severityper detection

    Car Severity Estimation

    Tool to assign a severity to a damage.

    • Allows you to estimate the severity of damage to a component.
    • Offers advanced damage estimation features.
    • Offers the possibility of knowing if it is necessary to change a part or to repair the part.
    severity-estimation
  • 11
    POST/v1/tire/readper image

    Tire Reading

    Tool for reading the type of a tire from its sidewall.

    • Allows you to read the markings moulded into the sidewall of a tire.
    • Proposes to recover the brand, the dimensions and the load and speed indices.
    • Offers the possibility of knowing the season type and the manufacturing date of the tire.
    tire-reading
  • 12
    POST/v1/tire/detectper image

    Tire Wear Detection

    Tool for detecting tire wear.

    • Allows you to estimate the wear level of a tire.
    • Offers advanced tire wear estimation features.
    • Offers the possibility of knowing whether the tire should be changed or not.
    tire-detection
C

Parts

3 endpoints

Turns “there is damage” into “there is damage on this component” — what makes every downstream estimate defensible.

  • 13
    POST/v1/parts/recognizeper image

    Car Parts Recognition

    Tool to give a name to each part of your vehicle.

    • Allows to recognize the components of a part of a vehicle.
    • Proposes to name the parts of a vehicle according to the selected part.
    • Offers the possibility of knowing the necessary parts in order to change a part.
    parts-recognition
  • 14
    POST/v1/parts/segmentper image

    Car Parts Segmentation

    Tool to segment a vehicle with its multiple parts.

    • Allows you to cut out parts of a vehicle.
    • Proposes to show how to cut the parts of a vehicle according to the selected part.
    • Provides the ability to identify parts of a vehicle.
    parts-segmentation
  • 15
    POST/v1/parts/decomposeper vehicle

    Car Parts Decomposition

    Tool for decomposing a part of the vehicle into components.

    • Allows you to decompose the components of a part of a vehicle.
    • Proposes to find the parts of a vehicle according to the selected part.
    • Offers the possibility of knowing the necessary parts in order to change a part.
    parts-decomposition
D

Money

2 endpoints

Valuation and repair cost, computed from what was actually observed.

  • 16
    POST/v1/pricing/vehicleper vehicle

    Car Pricing

    Tool to estimate the price of a vehicle in real time according to many criteria.

    • Allows you to offer a sale price depending on the condition of the vehicle.
    • Offers multiple price repositories depending on the DMS you use.
    • Provides the ability to customize your margins to suit your needs.
    car-pricing
  • 17
    POST/v1/pricing/repairper vehicle

    Car Reparation Pricing

    Tool allowing to give the price of repairing a damage.

    • Allows you to find the repair price of a component.
    • Offers advanced parts pricing features.
    • Offers the possibility of giving a part change price based on the part and the hourly rate.
    reparation-pricing
E

Image production

6 endpoints

Exposed as raw infrastructure, not a batch retouching service. Call it per asset, in your own pipeline.

  • 18
    POST/v1/render/backgroundper image

    Image Backgrounding

    Tool to replace the background of images containing vehicles.

    • Effectively removes background from an image.
    • Offers multiple backgrounds to replace the original background.
    • Provides the ability to enhance an image or video with a blurred or transformed background.
    image-backgrounding
  • 19
    POST/v1/render/enhanceper image

    Quality Improver

    Tool to improve the quality of an image.

    • Turn bad photos into professional quality photos.
    • Offers advanced pixelation features without a professional studio.
    • Provides the ability to effectively remarket your ads with great photos.
    quality-improver
  • 20
    POST/v1/render/plateper image

    License Plate Replacer

    Tool for covering a license plate with a logo.

    • Allows you to quickly hide license plates.
    • Offers plate masking and plate blurring functionalities.
    • Offers the possibility of hiding the license plate with a logo or a blur.
    plate-replacer
  • 21
    POST/v1/render/360per vehicle

    360 Generation

    Tool to generate a studio 360 of a vehicle from four photos.

    • Allows the generation of a complete 360 of a vehicle from only four photos.
    • Proposes a studio environment applied consistently across every angle of the spin.
    • Offers the ability to publish a turnable vehicle in a listing rather than a gallery.
    car-360-generation
  • 22
    POST/v1/render/videoper video

    Ad Video Generation

    Tool to generate a custom advertising video of a vehicle from photos.

    • Allows you to generate a promotional video of a vehicle from a set of photos.
    • Proposes multiple formats and durations adapted to listings and social networks.
    • Offers the possibility of customizing the music, the captions and the brand elements.
    ad-video-generation
  • 23
    POST/v1/render/hotspotsper vehicle

    360 Viewer & Hotspoter

    Tool to anchor points of interest onto named parts of a vehicle across a set of images.

    • Allows you to request a point of interest on a named part of the vehicle.
    • Returns a boundary-safe x,y anchor, bounding box and confidence for every image where the part is visible.
    • Offers the possibility of anchoring several points across a whole series of photos of the same vehicle.
    viewer-hotspoter

The rest of the stack

What sits either side of the models.

All three layers →

Layer 1

Components

The front end your customer sees

4 SDKs
Open →

Layer 3

Data

9 domains, one schema

9 domains
Open →

Start with one endpoint.

Send a photo to /v1/vehicle/pose and read the response. The other 22 are the same key.

Get API keysSee pricing