StructOCR Developer Blog

Technical tutorials, integration guides, and engineering insights on building high-performance OCR systems.

COMPARISONS• DRIVER-LICENSE

Amazon Textract AnalyzeID Alternative: Driver License OCR API

Amazon Textract AnalyzeID compared with the StructOCR REST API for driver license, passport, national id card extraction: deployment, pricing model, and when each fits.

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Steve Harrington2026-10-17
COMPARISONS• PASSPORT

Azure Document Intelligence Alternative: Passport OCR API

Azure Document Intelligence compared with the StructOCR REST API for passport, national id card, driver license extraction: deployment, pricing model, and when each fits.

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Steve Harrington2026-10-17
COMPARISONS• PASSPORT

Mindee passport API Alternative: Passport OCR API

Mindee passport API compared with the StructOCR REST API for passport extraction: deployment, pricing model, and when each fits.

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Steve Harrington2026-10-17
AWS• TEXTRACT

AWS Textract & Google Vision vs. StructOCR Passport API

How AWS Textract AnalyzeID, Google Cloud Vision OCR, and the StructOCR Passport API differ for passport data, quoting each vendor’s own documentation.

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Steve Harrington2026-10-17
PYTHON SDK• VEHICLE REGISTRATION

Germany Vehicle Registration OCR with Python SDK

Extract the VIN, plate, make, model and year from a Germany Zulassungsbescheinigung Teil I (Fahrzeugschein) with the StructOCR Python SDK, plus country-specific fields. 100 free scans.

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Steve Harrington2026-10-15
PYTHON SDK• VEHICLE REGISTRATION

India Vehicle Registration OCR with Python SDK

Extract the VIN, plate, make, model and year from a India registration certificate (RC) with the StructOCR Python SDK, plus country-specific fields. 100 free scans.

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Steve Harrington2026-10-15
PYTHON SDK• VEHICLE REGISTRATION

Saudi Arabia Vehicle Registration OCR with Python SDK

Extract the VIN, plate, make, model and year from a Saudi Arabia vehicle registration (Istimara) with the StructOCR Python SDK, plus country-specific fields. 100 free scans.

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Steve Harrington2026-10-15
PYTHON SDK• VEHICLE REGISTRATION

South Africa Vehicle Registration OCR with Python SDK

Extract the VIN, plate, make, model and year from a South Africa vehicle registration certificate (RC1) with the StructOCR Python SDK, plus country-specific fields. 100 free scans.

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Steve Harrington2026-10-15
PYTHON SDK• VEHICLE REGISTRATION

UAE Vehicle Registration OCR with Python SDK

Extract the VIN, plate, make, model and year from a UAE vehicle registration card (Mulkiya) with the StructOCR Python SDK, plus country-specific fields. 100 free scans.

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Steve Harrington2026-10-15
PYTHON SDK• VEHICLE REGISTRATION

US Vehicle Registration OCR with Python SDK

Extract the VIN, plate, make, model and year from a US state vehicle registration card with the StructOCR Python SDK, plus country-specific fields. 100 free scans.

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Steve Harrington2026-10-15
DEVELOPER REFERENCE• DRIVER-LICENSE-PDF417

AAMVA PDF417 Element IDs Reference (DAQ, DCS, DBB)

What the three-letter AAMVA data element IDs on US and Canadian license barcodes mean, from DAQ and DCS to DBB, DBA, and DCF.

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Steve Harrington2026-10-14
DEVELOPER REFERENCE• DRIVER-LICENSE-PDF417

AAMVA DL/ID Barcode Versions 1–10 Explained

How AAMVA card barcode versions differ, how to read the version from the ANSI header, and why parsers must handle old and new cards.

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Steve Harrington2026-10-14
VIN OCR• VIN

Acura VIN Location and VIN OCR API

Where to find the VIN on a Acura, what its first characters mean, and how to read it from a photo with an API and decode the model year.

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Steve Harrington2026-10-14
COMPARISONS• CONTAINER

Anyline Container Scanner Alternative: Container Number OCR API

Anyline Container Scanner compared with the StructOCR REST API for container number extraction: deployment, pricing model, and when each fits.

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Steve Harrington2026-10-14
COMPARISONS• VIN

Anyline VIN Scanner Alternative: VIN OCR API

Anyline VIN Scanner compared with the StructOCR REST API for vin extraction: deployment, pricing model, and when each fits.

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Steve Harrington2026-10-14
VIN OCR• VIN

Audi VIN Location and VIN OCR API

Where to find the VIN on a Audi, what its first characters mean, and how to read it from a photo with an API and decode the model year.

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Steve Harrington2026-10-14
VIN OCR• VIN

BMW VIN Location and VIN OCR API

Where to find the VIN on a BMW, what its first characters mean, and how to read it from a photo with an API and decode the model year.

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Steve Harrington2026-10-14
VIN OCR• VIN

Buick VIN Location and VIN OCR API

Where to find the VIN on a Buick, what its first characters mean, and how to read it from a photo with an API and decode the model year.

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Steve Harrington2026-10-14
VIN OCR• VIN

Cadillac VIN Location and VIN OCR API

Where to find the VIN on a Cadillac, what its first characters mean, and how to read it from a photo with an API and decode the model year.

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Steve Harrington2026-10-14
VIN OCR• VIN

Chevrolet VIN Location and VIN OCR API

Where to find the VIN on a Chevrolet, what its first characters mean, and how to read it from a photo with an API and decode the model year.

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Steve Harrington2026-10-14
VIN OCR• VIN

Chrysler VIN Location and VIN OCR API

Where to find the VIN on a Chrysler, what its first characters mean, and how to read it from a photo with an API and decode the model year.

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Steve Harrington2026-10-14
VIN OCR• VIN

Reading Pre-1981 Classic Car VINs and Serial Numbers

Where the VIN is on a classic car (pre-1981), how to photograph it so it reads reliably, and how to extract it with a VIN OCR API.

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Steve Harrington2026-10-14
VIN OCR• VIN

Commercial Van VIN OCR for Upfit and Delivery Fleets

Where the VIN is on a commercial van, how to photograph it so it reads reliably, and how to extract it with a VIN OCR API.

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Steve Harrington2026-10-14
PRICING• CONTAINER

Container Number OCR API Pricing and Cost per Scan

What container number OCR costs with StructOCR: 1 credit per successful scan, prepaid credits that never expire, and no charge for failed requests.

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Steve Harrington2026-10-14
VIN OCR• VIN

Dodge VIN Location and VIN OCR API

Where to find the VIN on a Dodge, what its first characters mean, and how to read it from a photo with an API and decode the model year.

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Steve Harrington2026-10-14
PRICING• DRIVER-LICENSE

Driver License OCR API Pricing and Cost per Scan

What driver license OCR costs with StructOCR: 2 credits per successful scan, prepaid credits that never expire, and no charge for failed requests.

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Steve Harrington2026-10-14
COMPARISONS• PASSPORT

Dynamsoft MRZ Scanner Alternative: Passport OCR API

Dynamsoft MRZ Scanner compared with the StructOCR REST API for passport extraction: deployment, pricing model, and when each fits.

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Steve Harrington2026-10-14
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