Offer · Every car photographed the same way, inside and out, as an interactive 360° and 3D view
KaizoCar 360
KaizoCar 360 shows every car from all sides. A capture app on a phone with a small 3D camera guides one person around the car, higher and lower, and then inside. The software maps every photo to its place on the car, cuts the car out using depth, puts it on your showroom backdrop and builds an interactive 360° view, an interior panorama and a 3D model with clickable hotspots for equipment and damage. A person approves, and it goes onto your listing.
For whom
Car dealers and dealer groups, used-car marketplaces, leasing and rental companies, and vehicle inspection and history platforms: anyone who needs every car documented the same way, at scale, without a photo studio or a turntable.
Runs on
Capture: a phone or tablet with an Orbbec stereo depth camera (Gemini 2 or Gemini 335 class). Processing: AI Office Box Pro with a 24–32 GB GPU for the 3D models; AI Office Box Start for photos and the 360° spin only. Compare AI Box packages →
System diagram
Inputs, outputs and interfaces
What goes from the capture app into the AI Office Box, what comes out, and through which interface. Photos, depth data and vehicle data are processed in your network; only the finished viewer is published.
Your network: your data stays here
Inputs
The car, outside
Walk-around photos at two heights, higher and lower, from the same positions for every car: the app shows where to stand next.
Capture app on a phone or tabletDepth from the 3D camera
An Orbbec stereo depth camera on the phone adds depth to every frame (0.15–10 m), so the software knows exactly where the car ends and the background begins.
USB-C, Orbbec SDKThe interior
Dashboard, seats, boot and a 360° view from the driver's seat.
Capture app on a phone or tabletVehicle data
VIN, make, model, mileage and equipment, from the VIN scan or your stock system, so the session belongs to that car.
VIN scan in the app; dealer system or listing API
AI Office Box Pro
- 1Photo mapping: every frame placed at its position around the car, higher and lower; missing angles reported to the app
- 2Cut-out from depth and a segmentation model (BiRefNet), then your showroom or brand backdrop
- 3Interior clean-up: the view through the windows blurred, light and colour balanced
- 4360° spin and interior panorama stitched; 3D model built from photos and depth (Gaussian splatting)
- 5Hotspots: equipment and damage marked on the views, each with a close-up
- 6Privacy and honesty check: plates and faces blurred, the car itself never retouched
Outputs
Interactive 360° viewer
Exterior spin, interior panorama and 3D model in one viewer: the buyer turns the car, looks higher or lower and clicks the hotspots.
Embed code (iframe or JavaScript) on your listing pagePhotos on a clean background
The same framing and backdrop for every car in stock, in the sizes each marketplace wants.
Listing or marketplace API, JPEG / WebPCondition report
Every damage with its photo, its position on the car, the date and the VIN: evidence at sale, hand-over or end of lease.
PDF and APIReview and approval
The finished views before publishing; approve, or send one position back for a reshoot.
Web app in your LAN
Learning loop: every correction in review, such as a missed mirror or a wrong cut-out, becomes a training sample, so the cut-outs keep improving for your cars and your yard.
Interfaces
| Interface | Direction | Protocol / format | What passes |
|---|---|---|---|
| Capture app | Phone or tablet → AI Box | Android or iOS app over Wi-Fi in your LAN, or upload from the yard | Photos, depth frames, positions, VIN |
| 3D camera | Camera → phone | Orbbec stereo depth camera over USB-C, Orbbec SDK | Depth and colour frames |
| Vehicle data | Dealer system ↔ AI Box | REST API, CSV or VIN decoding | Make, model, mileage, equipment; listing status back |
| Viewer | AI Box → your website | Embed code (iframe or JavaScript), files on your server or CDN | 360° spin, interior panorama, 3D model, hotspots |
| Marketplaces | AI Box → listing portals | The portal's API, or JPEG / WebP export | Photos on a clean background, in each portal's sizes |
| Remote service | Our team ↔ AI Box | VPN, under the SLA | Model updates, new backdrops, support |
How it works
Around, inside, published
- 11 minute
Scan the car
Scan the VIN or pick the car from your stock. The session, the photos and the 3D model now belong to that vehicle.
- 25–10 minutes
Walk around it
The app shows the next position on a ring around the car, first at the higher height, then the lower one. The 3D camera records depth with every photo, and the app tells you at once if an angle is missing or blurred.
- 33–5 minutes
Go inside
Dashboard, front and rear seats, boot, and a 360° panorama from the driver's seat.
- 4A few minutes per car
Processing
The AI Box maps the photos, cuts the car out using depth, adds your backdrop, blurs the view through the windows, plates and faces, and builds the 360° spin, the panorama and the 3D model.
- 5When you are ready
Approve and publish
You see the finished views with the hotspots, approve them and they appear on your listing and the marketplaces.
What the buyer sees
Interactive photos instead of a gallery
360° exterior spin
The buyer drags to turn the car and switches between the higher and the lower view, the same for every car in stock.
Interior panorama
A look around from the driver's seat, with the view through the windows blurred so the yard does not distract.
3D model
Built from the photos and the depth data: the buyer can look at the car from any angle, not only from the positions that were shot.
Hotspots
Click a wheel, the headlights or the screen to see a close-up and the equipment; every damage is marked where it is.
Clean, consistent backdrop
Your showroom or brand background behind every car, cut out precisely thanks to the depth camera, also around mirrors and antennas.
Condition report
The same views and damage hotspots as a dated report linked to the VIN, for sales, leasing returns and inspections.
Why a 3D camera
Depth makes the difference
Precise cut-out
A photo alone confuses a dark car with a dark wall. Depth tells the software what is the car and what is behind it.
Photos mapped to the car
With depth, every photo knows where it was taken, so the app can guide the next shot and the views line up between cars.
A real 3D model
Depth and photos together give a 3D model with the car's true shape, not a guess from a few images.
Low cost
An Orbbec stereo depth camera costs about PLN 1,200 and connects to a phone over USB-C: no turntable, no photo studio.
What we measure
KPIs that show the effect
We measure these with you before the pilot (the baseline), so the result can be proven in numbers afterwards.
| KPI | How it turns into money |
|---|---|
| Time to photograph one car | Staff hours per car, and no photographer or studio booking |
| Time from arrival to live listing | Cars on sale days earlier; fewer days in stock |
| Listing views and time on listing | More interest from the same advertising budget |
| Enquiries and test drives per listing | More sales from the same stock |
| Condition disputes | Fewer arguments about damage at sale, hand-over or end of lease, because every damage has a dated photo |
Rollout
From MVP to every site
- 11–2 weeks
Discovery
Your listing pages, marketplaces, backdrops and the cars per month. Result: agreed views, hotspots and KPIs.
- 26–8 weeks
MVP
Capture app with the 3D camera, cut-out and backdrop, 360° spin and interior panorama, tested on 50 of your cars. Result: a working viewer on your test listings.
- 34 weeks
Pilot at one site
Your team photographs every new car with KaizoCar; we add the 3D model and hotspots. Result: hard data on time per car and listing results.
- 4Site by site
Rollout
Integration with your stock system and marketplaces, training and handover. Result: a production system and a subscription.
“One person, one phone, one small 3D camera: every car shown the same way, inside and out, and every scratch on the record.”
All our offers run on the same on-premise platform: an AI Box in your local network with your own models. Your data does not leave the company, which matters for GDPR, trade secrets and medical data. We take care of the hardware, updates and secure remote service (VPN, SLA).
Start with KaizoCar 360
Book a short discovery call. We measure your baseline KPIs first, so the result can be proven in numbers.
Request MVP