How-To Guide

How to Remove Car Backgrounds With an API

A clear, step-by-step guide to automating car background removal with the AutoBackgrounding API — from your first API key to a finished studio photo.

AutoBackgrounding API — How to Remove Car Backgrounds

Quick Answer

To remove car backgrounds with an API using AutoBackgrounding: (1) authenticate with your API key, (2) request presigned upload URLs and upload your vehicle photos directly to secure storage, (3) submit a bulk job that references the uploaded images and the output you want, such as a white studio background, and (4) poll the job status endpoint until processing finishes, then download the edited images. Each image costs one credit, starting as low as 5 cents, and any image that fails is automatically refunded.

See API Pricing from 5¢ per image

Step 1: Get an API Key and Authenticate

Create an account and generate an API key from your dashboard. Every request to the AutoBackgrounding API is authenticated with that key, so no image is processed without your authorization. The full authentication details and current pricing are on the API pricing and documentation page.

Step 2: Upload Vehicle Photos via Presigned URLs

Rather than sending image bytes through the API, you request presigned upload URLs and upload the vehicle photos directly to secure storage. This keeps uploads fast and reliable even for large batches, and it means your application does not have to proxy large files.

Step 3: Submit a Background Removal Job

Once your images are uploaded, submit a job that references them and specifies the output you want — for example, a clean white studio background. You can submit multiple images in a single bulk job. Credits are charged when the job is submitted.

  • Reference the uploaded images in the job payload
  • Choose the output background (e.g. white studio)
  • Submit multiple images per bulk job

Step 4: Poll for Results and Download

Because processing is asynchronous, you poll the job status endpoint until each image is complete, then download the finished studio photos. Any image that fails to process has its credit automatically refunded, so you only pay for successful results.

Ready to try the AutoBackgrounding API?

Automotive-trained background removal, bulk processing, and clean studio backgrounds — from just 5¢ per image.

  • Trained on vehicle photos
  • Bulk / batch endpoints
  • White & branded backgrounds
  • Credits refunded on failures

Frequently Asked Questions

How do I remove car backgrounds with an API?

Authenticate with your API key, upload vehicle photos through presigned URLs, submit a job specifying the output background, then poll the status endpoint and download the finished images once processing completes.

Do I have to upload images one at a time?

No. You can submit multiple vehicle photos in a single bulk job, which the API processes asynchronously — ideal for entire inventories.

What happens if an image fails to process?

The credit for any image that fails is automatically refunded, so you only pay for images that process successfully.

How much does it cost to remove car backgrounds with the API?

The API uses a credit-based model where one image equals one credit, starting as low as 5 cents per image.

Related API Resources

How to Remove Car Backgrounds With an API

Get an API key and process your first vehicle photo in minutes. Pricing starts as low as 5¢ per image with the full docs on the API pricing page.