Rental Fleet VIN Capture at Check-Out and Return
Where the VIN is on a rental fleet, how to photograph it so it reads reliably, and how to extract it with a VIN OCR API.
Where to Find the VIN on a Rental Fleet
Rental staff can read the VIN through the windshield from outside the car, which makes it the fastest identifier during lot walks and returns.
Capture and Extract It Reliably
Photograph the windshield plate at an angle that avoids sky reflections; use the door-jamb label as a fallback. Then send the photo to the VIN OCR API, which returns the VIN and the surface it was read from. Test with the free VIN scanner.
Where This Fits
- Lot audits: Replace manual transcription of 17-character identifiers with a photo.
- Check-out and return: Attach the extracted VIN and its source surface to the record for audit.
- Damage claim records: Send low-confidence reads to a review queue instead of saving them.
Python Example
Send the image as Base64 JSON and read the VIN fields.
Prerequisite: Python 3.9+, `pip install requests`, and a STRUCTOCR_API_KEY
import base64
import os
import requests
with open("vin.jpg", "rb") as image_file:
image = base64.b64encode(image_file.read()).decode("ascii")
response = requests.post(
"https://api.structocr.com/v1/vin",
headers={"x-api-key": os.environ["STRUCTOCR_API_KEY"]},
json={"img": image},
timeout=30,
)
response.raise_for_status()
data = response.json()["data"]
print("vin:", data.get("vin"))
print("confidence:", data.get("confidence"))
print("carrier_type:", data.get("carrier_type"))Technical Specs
- •Endpoint: POST https://api.structocr.com/v1/vin
- •Authentication: x-api-key request header
- •Inputs: JPG, PNG, or WebP as Base64 JSON; maximum 4.5MB
- •Price: 1 credit per successful request; failed requests are not billed
- •Free trial: 200 free credits on sign-up, no credit card required
- •Output: vin, confidence, and carrier_type
Key Features
- •Works on many surfaces: Plates, stamped metal, labels, documents, and screens.
- •Confidence returned: Route low-confidence results to review.
- •Per-success billing: You pay 1 credit only when a VIN is returned.
- •Server-side key: Keep your API key on the backend, not in mobile apps.
Sample VIN Response
Illustrative response using the Wikipedia sample VIN. The API returns the VIN as read; decoding happens in a separate step.
{
"success": true,
"data": {
"vin": "1M8GDM9AXKP042788",
"confidence": "High",
"carrier_type": "metal_plate"
}
}Frequently Asked Questions
Where is the VIN on a rental fleet?
Rental staff can read the VIN through the windshield from outside the car, which makes it the fastest identifier during lot walks and returns.
How do I get a clean photo?
Photograph the windshield plate at an angle that avoids sky reflections; use the door-jamb label as a fallback.
Can the API decode the vehicle details?
It returns the VIN. Use a VIN decoding service for manufacturer, model, and year.
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From tutorial to production in 5 minutes.
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