European Vehicle Data Accumulation & Editing
Budget: $30 – $250 USD
PROJECT BRIEFING – VEHICLE DATA COLLECTION AND IMAGE PROCESSING
PROJECT GOAL
We are building a structured vehicle database for an internal AI showroom simulation and market comparison system. The goal is to create a clean, consistent dataset ready for direct website use.
SCOPE OF WORK
20 buses
20 tractors
5 wheel loaders
5 excavators
5 large tractor trailers
All vehicles must be located in Europe, excluding Germany
Model years only 2024, 2025, 2026
No duplicates
BRANDS
Buses: Mercedes-Benz, MAN, Setra, Volvo, Scania
Machinery: John Deere, Fendt, Case IH, New Holland, Massey Ferguson
DATA REQUIREMENTS (CRITICAL)
No incomplete listings are allowed.
Technical specifications are mandatory for every vehicle.
Full technical descriptions must be available.
If technical data is missing, the seller must be contacted directly via email or phone.
Price is optional.
Only complete and verified datasets are accepted.
VIN / FIN REQUIREMENTS (STRICT)
The VIN/FIN must exactly match the specific vehicle.
Publicly available or database-sourced VINs are not accepted.
If a VIN can be found via Google or public listings, the dataset is invalid.
The VIN must always be requested directly from the seller.
Seller contact is mandatory for verification.
IMAGE REQUIREMENTS
Minimum 6 images per vehicle.
Required images include front view, side view, rear view, interior if available, and a type plate/VIN image which is mandatory.
IMAGE PROCESSING RULES
All images must be processed as follows: remove background, remove watermarks and text, add a clean showroom background, and add a soft realistic shadow.
All images must be mirrored except the type plate image, which must remain unchanged.
BONUS STRUCTURE
If a vehicle contains 10 or more images, a bonus of 2$ per vehicle.
DELIVERY FORMAT
CSV, Excel or JSON format.
Structured image folders per vehicle.
Consistent naming convention.
Dataset must be ready for direct website integration.
PROJECT GOAL
We are building a structured vehicle database for an internal AI showroom simulation and market comparison system. The goal is to create a clean, consistent dataset ready for direct website use.
SCOPE OF WORK
20 buses
20 tractors
5 wheel loaders
5 excavators
5 large tractor trailers
All vehicles must be located in Europe, excluding Germany
Model years only 2024, 2025, 2026
No duplicates
BRANDS
Buses: Mercedes-Benz, MAN, Setra, Volvo, Scania
Machinery: John Deere, Fendt, Case IH, New Holland, Massey Ferguson
DATA REQUIREMENTS (CRITICAL)
No incomplete listings are allowed.
Technical specifications are mandatory for every vehicle.
Full technical descriptions must be available.
If technical data is missing, the seller must be contacted directly via email or phone.
Price is optional.
Only complete and verified datasets are accepted.
VIN / FIN REQUIREMENTS (STRICT)
The VIN/FIN must exactly match the specific vehicle.
Publicly available or database-sourced VINs are not accepted.
If a VIN can be found via Google or public listings, the dataset is invalid.
The VIN must always be requested directly from the seller.
Seller contact is mandatory for verification.
IMAGE REQUIREMENTS
Minimum 6 images per vehicle.
Required images include front view, side view, rear view, interior if available, and a type plate/VIN image which is mandatory.
IMAGE PROCESSING RULES
All images must be processed as follows: remove background, remove watermarks and text, add a clean showroom background, and add a soft realistic shadow.
All images must be mirrored except the type plate image, which must remain unchanged.
BONUS STRUCTURE
If a vehicle contains 10 or more images, a bonus of 2$ per vehicle.
DELIVERY FORMAT
CSV, Excel or JSON format.
Structured image folders per vehicle.
Consistent naming convention.
Dataset must be ready for direct website integration.