The AI Models Behind Autobackgrounding.com
Every model and setting available in the editor, explained in depth — with how each one treats your car's pixels, how fast it runs, and when to use it. Choose the right engine for showroom-quality vehicle photos, every single time.
Three engines, one goal: perfect vehicle photos
Autobackgrounding.com offers three distinct AI models — the Default model, Apex, and Octane — each with a different balance of speed, scene quality, and how faithfully your vehicle is preserved. The single most important difference between them is what happens to your car's pixels: the Default model re-renders the entire frame, while Apex and Octane place your real, unaltered car onto a new scene.
Every option below works identically on a single image or across an entire inventory through Bulk Process. With Apex and Octane, the vehicle itself is never altered — original pixels only.
The Three Models
Same photo, same prompt — “modern luxury car dealership showroom, polished floor” — produces a different result depending on the engine you choose.
Default Model
Full-frame re-render
Applies the background while re-rendering the entire frame.
Re-rendered
~14s
The original all-purpose model. Because it re-renders the whole frame, it can subtly reinterpret the scene — and in generated scenes it may occasionally introduce other vehicles.
Apex
Real car, generated scene
Generates or applies the background, then places the REAL car on it.
100% original
~3–9s
The fastest way to get a pixel-perfect result. Your vehicle is never altered — original pixels only — and generated scenes are verified vehicle-free.
Octane
Highest-quality scene
Same as Apex with a higher-quality scene generator.
100% original
~15–20s
When the backdrop matters most, Octane produces the richest, most photorealistic scenes while still keeping 100% of your original car pixels.
Model comparison at a glance
| Model | How it works | Car pixels | Speed |
|---|---|---|---|
| Default model | Applies the background while re-rendering the entire frame | Re-rendered | ~14s |
| Apex | Generates or applies the background, then places the real car on it | 100% original | ~3–9s |
| Octane | Same as Apex with a higher-quality scene generator | 100% original | ~15–20s |
Options for Apex & Octane
Fine-tune every render. All options apply to single images and Bulk Process alike.
Background source
Choose a text prompt to describe any scene, upload your own backdrop image (kept pixel-for-pixel), or select a built-in Studio scene.
No other vehicles
Generated scenes are verified vehicle-free — your car is always the only one in the shot.
Studio scene
Light or Dark house studio — identical every run, with the floor line auto-matched to each photo’s camera height.
Refresh window reflections
Tints the windows to clean privacy glass so they stop showing the old location’s reflections. The body is never touched.
Brand logo
Your logo is mounted on the scene wall with correct perspective for consistent, branded inventory.
Quality & ratio
1K / 2K / 4K output at 1:1, 16:9, 9:16, 4:3, 3:2, and 2:3 — plus custom sizes for enterprise.
Studio scenes
One click puts the exact same studio on every photo — with true floor reflections. The studio is rendered by our engine, not generated per image, so results are perfectly consistent across an entire inventory with no drift, batch after batch.
Light Studio
The floor line is auto-matched to the photo's camera height for a natural, grounded look on every vehicle.
Dark Studio
Identical geometry to the Light Studio in a dramatic dark variant — perfect for premium and performance inventory.
Your own backdrop
Upload any studio backdrop once and reuse it forever. The engine keeps it pixel-for-pixel, finds the floor and turntable, and automatically sizes the car to fit. The backdrop itself is never regenerated — so what you approve is exactly what you get, every time.
Brand logo
Mount your dealership logo on the scene wall in correct perspective. Every photo reinforces your brand and creates a cohesive, professional inventory across your website and third-party marketplaces.
Refresh window reflections
This option repaints only the glass — the body is never touched. When a car is photographed at its old location, the windows reflect trees, buildings, and other giveaways. Turning this on tints the windows to a clean dark privacy glass so those old reflections disappear entirely.
Windows keep the original location's reflections — trees and surroundings are still visible in the glass.
Windows are tinted to clean privacy glass and the old reflections are gone — while the body stays completely untouched.
Which model should you choose?
Choose Apex for the best balance of speed and fidelity — the fastest way to keep 100% of your original car pixels while guaranteeing no other vehicles. Ideal for high-volume, day-to-day inventory.
Choose Octane when the backdrop quality matters most — premium units, hero shots, and marketing imagery — while still preserving your real car.
Choose the Default model if you want a full-frame re-render and are comfortable with the engine reinterpreting the whole scene.
Frequently asked questions
Which model keeps my car exactly as photographed?
Both Apex and Octane keep 100% of your original car pixels — the vehicle is never re-rendered or altered. Only the Default model re-renders the entire frame, which can subtly change the car.
What is the difference between Apex and Octane?
They work identically — generate or apply a background, then place your real car on it — but Octane uses a higher-quality scene generator. Apex is faster (~3–9s), while Octane produces richer scenes (~15–20s).
Will the AI ever add other cars to my photo?
With Apex and Octane, no. Generated scenes are verified vehicle-free so your car is always the only one in the shot. The Default model re-renders the whole frame and may occasionally introduce other vehicles.
Are the studio scenes consistent across my whole inventory?
Yes. The studio is rendered by our engine, not generated per image, so results are perfectly consistent batch after batch with no drift. The floor line is auto-matched to each photo’s camera height.
Can I use my own studio backdrop?
Absolutely. Upload any backdrop once and reuse it forever. The engine keeps it pixel-for-pixel, finds the floor and turntable, and automatically sizes the car to fit — the backdrop itself is never regenerated.
Does refreshing window reflections change the car body?
No. Only the glass is ever touched. Windows are tinted to a clean dark privacy glass so the old location’s reflections disappear, while the body is left completely untouched.
Do these options work for bulk processing?
Yes — every option applies to single images and Bulk Process alike, so you can transform an entire inventory with the same settings in one run.