Driver License OCR Node.js
The Node.js OCR SDK supports the Driver License API.
Using the sample below, we are going to illustrate how to extract the data that we want using the OCR SDK.
Quick-Start
const mindee = require("mindee");
// for TS or modules:
// import * as mindee from "mindee";
// Init a new client
const mindeeClient = new mindee.Client({ apiKey: "my-api-key" });
// Load a file from disk
const inputSource = mindeeClient.docFromPath("/path/to/the/file.ext");
// Parse the file
const apiResponse = mindeeClient.enqueueAndParse(
mindee.product.DriverLicenseV1,
inputSource
);
// Handle the response Promise
apiResponse.then((resp) => {
// print a string summary
console.log(resp.document.toString());
});
Output (RST):
########
Document
########
:Mindee ID: fbdeae38-ada3-43ac-aa58-e01a3d47e474
:Filename: default_sample.jpg
Inference
#########
:Product: mindee/driver_license v1.0
:Rotation applied: Yes
Prediction
==========
:Country Code: USA
:State: AZ
:ID: D12345678
:Category: D
:Last Name: Sample
:First Name: Jelani
:Date of Birth: 1957-02-01
:Place of Birth:
:Expiry Date: 2018-02-01
:Issued Date: 2013-01-10
:Issuing Authority:
:MRZ:
:DD Number: DD1234567890123456
Field Types
Standard Fields
These fields are generic and used in several products.
Basic Field
Each prediction object contains a set of fields that inherit from the generic Field
class.
A typical Field
object will have the following attributes:
- value (
number | string
): corresponds to the field value. Can beundefined
if no value was extracted. - confidence (
number
): the confidence score of the field prediction. - boundingBox (
[Point, Point, Point, Point]
): contains exactly 4 relative vertices (points) coordinates of a right rectangle containing the field in the document. - polygon (
Point[]
): contains the relative vertices coordinates (Point
) of a polygon containing the field in the image. - pageId (
number
): the ID of the page, alwaysundefined
when at document-level. - reconstructed (
boolean
): indicates whether an object was reconstructed (not extracted as the API gave it).
Note: A
Point
simply refers to an array of two numbers ([number, number]
).
Aside from the previous attributes, all basic fields have access to a toString()
method that can be used to print their value as a string.
Date Field
Aside from the basic Field
attributes, the date field DateField
also implements the following:
- dateObject (
Date
): an accessible representation of the value as a JavaScript object.
String Field
The text field StringField
only has one constraint: its value is a string
(or undefined
).
Attributes
The following fields are extracted for Driver License V1:
Category
category (StringField): The category or class of the driver license.
console.log(result.document.inference.prediction.category.value);
Country Code
countryCode (StringField): The alpha-3 ISO 3166 code of the country where the driver license was issued.
console.log(result.document.inference.prediction.countryCode.value);
Date of Birth
dateOfBirth (DateField): The date of birth of the driver license holder.
console.log(result.document.inference.prediction.dateOfBirth.value);
DD Number
ddNumber (StringField): The DD number of the driver license.
console.log(result.document.inference.prediction.ddNumber.value);
Expiry Date
expiryDate (DateField): The expiry date of the driver license.
console.log(result.document.inference.prediction.expiryDate.value);
First Name
firstName (StringField): The first name of the driver license holder.
console.log(result.document.inference.prediction.firstName.value);
ID
id (StringField): The unique identifier of the driver license.
console.log(result.document.inference.prediction.id.value);
Issued Date
issuedDate (DateField): The date when the driver license was issued.
console.log(result.document.inference.prediction.issuedDate.value);
Issuing Authority
issuingAuthority (StringField): The authority that issued the driver license.
console.log(result.document.inference.prediction.issuingAuthority.value);
Last Name
lastName (StringField): The last name of the driver license holder.
console.log(result.document.inference.prediction.lastName.value);
MRZ
mrz (StringField): The Machine Readable Zone (MRZ) of the driver license.
console.log(result.document.inference.prediction.mrz.value);
Place of Birth
placeOfBirth (StringField): The place of birth of the driver license holder.
console.log(result.document.inference.prediction.placeOfBirth.value);
State
state (StringField): Second part of the ISO 3166-2 code, consisting of two letters indicating the US State.
console.log(result.document.inference.prediction.state.value);
Questions?
Updated 2 days ago