POST /v1/render/backgroundBackgrounding
Standardise every listing
Turn mixed exterior shots into a consistent, branded catalogue.
Image production
Turn every vehicle photo into listing-ready inventory.
Standardise exterior imagery, recover weak source photos and replace license plates without sending a vehicle through a studio.
Listing asset pipeline Live output
01 / SOURCEJPG
phone captureMixed inventory photography
→
04 / PUBLISHREADY
brand-readyConsistent listing asset
02 / COMPOSE
Background and glass preserved
03 / PROTECT
Plate treatment applied
OPTIONAL / POLISH
Exposure and detail recovered
Model gallery
Five ways to make every vehicle easier to market.
Hover or tap a card to watch the models that shape the image. From a single listing photo to a turnable 360 and a finished ad video, each output can return directly to your workflow.
IMAGE · 360 · VIDEO
POST /v1/render/enhanceQuality improver
Recover publishable stock
Lift exposure, colour and sharpness before deciding that a car needs a reshoot.
POST /v1/render/platePlate replacer
Protect private details
Blur, neutralise or replace plates while retaining the original perspective.
4 photos in
POST /v1/render/360360 generation
Make four photos turnable
Create a studio 360 from four views, ready for a listing viewer and hotspots.
Social-ready
POST /v1/render/videoAd video generation
Turn stock photos into campaigns
Create a finished promotional video with selected formats, captions and brand elements.
What this changes
More usable inventory from the photography you already have.
CarHub turns four image operations into a predictable publishing lane: make each vehicle feel like part of the same catalogue, protect private details and rescue good stock from poor light.
CONSISTENCY
A catalogue, not a collage
Apply the same background and presentation rules across dealer, auction and marketplace inventory.
SPEED
Publish while the vehicle is fresh
Return finished assets to the system that created the listing through a webhook—without a separate studio handoff.
PRIVACY
Protect registration details
Blur, neutralise or replace licence plates while keeping the vehicle and its perspective believable.
RECOVERY
Make existing stock work harder
Improve exposure, colour and sharpness before deciding a vehicle needs a reshoot.
The result
Built around an operational outcome.
A visible, testable improvement on an archive of existing inventory before the first production integration.
- Consistent branded backgrounds across exterior photo sets
- Neutral or dealer-branded plates, placed in the original perspective
- Improved exposure, sharpness and colour while the source image stays intact
Included capabilities
Four endpoints. One publishing workflow.
Use the stages together for a consistent catalogue, or call them independently wherever a listing needs help. Each card maps to a production endpoint.
Exterior background replacement
Isolate the complete vehicle and render it into a studio, showroom or your own supplied environment.
POST /v1/render/background
License plate replacement
Neutralise personal registration details or substitute a dealer plate with matched scale, angle and lighting.
POST /v1/render/plate
Image enhancement
Recover exposure, sharpness and colour before publishing older or phone-shot inventory.
POST /v1/render/enhance
360 generation
Turn four vehicle angles into a studio 360 for a listing viewer, without booking a turntable or a studio.
POST /v1/render/360
Ad video generation
Create a promotional vehicle video from approved listing photos, with channel-appropriate formats and brand elements.
POST /v1/render/videoImplementation path
From capture to your existing system.
- 01
Upload
Send the original photos directly from your existing inventory workflow.
- 02
Select a look
Choose the background, plate treatment and output rules for that channel.
- 03
Render
CarHub preserves the vehicle, glass and fine edges while rebuilding the presentation around them.
- 04
Publish
Receive listing-ready assets by webhook and keep every original alongside the result.
Boundary
The service produces and returns new image assets. It never overwrites your source photography or publishes to a marketplace on your behalf.
More solutions
Continue with the next workflow.
Test automotive remarketing on your own archive.
Start with real source material and agree on the output before planning an integration.
Get API keys