International ID OCR Java
The Java OCR SDK supports the International ID API.
Using the sample below, we are going to illustrate how to extract the data that we want using the OCR SDK.
Quick-Start
import com.mindee.MindeeClient;
import com.mindee.input.LocalInputSource;
import com.mindee.parsing.common.AsyncPredictResponse;
import com.mindee.product.internationalid.InternationalIdV2;
import java.io.File;
import java.io.IOException;
public class SimpleMindeeClient {
public static void main(String[] args) throws IOException, InterruptedException {
String apiKey = "my-api-key";
String filePath = "/path/to/the/file.ext";
// Init a new client
MindeeClient mindeeClient = new MindeeClient(apiKey);
// Load a file from disk
LocalInputSource inputSource = new LocalInputSource(new File(filePath));
// Parse the file asynchronously
AsyncPredictResponse<InternationalIdV2> response = mindeeClient.enqueueAndParse(
InternationalIdV2.class,
inputSource
);
// Print a summary of the response
System.out.println(response.toString());
// Print a summary of the predictions
// System.out.println(response.getDocumentObj().toString());
// Print the document-level predictions
// System.out.println(response.getDocumentObj().getInference().getPrediction().toString());
// Print the page-level predictions
// response.getDocumentObj().getInference().getPages().forEach(
// page -> System.out.println(page.toString())
// );
}
}
Output (RST):
########
Document
########
:Mindee ID: cfa20a58-20cf-43b6-8cec-9505fa69d1c2
:Filename: default_sample.jpg
Inference
#########
:Product: mindee/international_id v2.0
:Rotation applied: No
Prediction
==========
:Document Type: IDENTIFICATION_CARD
:Document Number: 12345678A
:Surnames: MUESTRA
MUESTRA
:Given Names: CARMEN
:Sex: F
:Birth Date: 1980-01-01
:Birth Place: CAMPO DE CRIPTANA CIUDAD REAL ESPANA
:Nationality: ESP
:Personal Number: BAB1834284<44282767Q0
:Country of Issue: ESP
:State of Issue: MADRID
:Issue Date:
:Expiration Date: 2030-01-01
:Address: C/REAL N13, 1 DCHA COLLADO VILLALBA MADRID MADRID MADRID
:MRZ Line 1: IDESPBAB1834284<44282767Q0<<<<
:MRZ Line 2: 8001010F1301017ESP<<<<<<<<<<<3
:MRZ Line 3: MUESTRA<MUESTRA<<CARMEN<<<<<<<
Field Types
Standard Fields
These fields are generic and used in several products.
BaseField
Each prediction object contains a set of fields that inherit from the generic BaseField
class.
A typical BaseField
object will have the following attributes:
- confidence (
Double
): the confidence score of the field prediction. - boundingBox (
Polygon
): contains exactly 4 relative vertices (points) coordinates of a right rectangle containing the field in the document. - polygon (
Polygon
): contains the relative vertices coordinates (polygon
extendsList<Point>
) of a polygon containing the field in the image. - pageId (
Integer
): the ID of the page, alwaysnull
when at document-level.
Note: A
Point
simply refers to a List ofDouble
.
Aside from the previous attributes, all basic fields have access to a custom toString
method that can be used to print their value as a string.
ClassificationField
The classification field ClassificationField
extends BaseField
, but also implements:
- value (
strong
): corresponds to the field value. - confidence (
double
): the confidence score of the field prediction.
Note: a classification field's
value is always a
String`.
StringField
The text field StringField
extends BaseField
, but also implements:
- value (
String
): corresponds to the field value. - rawValue (
String
): corresponds to the raw value as it appears on the document.
DateField
The date field DateField
extends BaseField
, but also implements:
- value (
LocalDate
): an accessible representation of the value as a Java object. Can benull
.
Attributes
The following fields are extracted for International ID V2:
Address
address: The physical address of the document holder.
System.out.println(result.getDocument().getInference().getPrediction().getAddress().value);
Birth Date
birthDate: The date of birth of the document holder.
System.out.println(result.getDocument().getInference().getPrediction().getBirthDate().value);
Birth Place
birthPlace: The place of birth of the document holder.
System.out.println(result.getDocument().getInference().getPrediction().getBirthPlace().value);
Country of Issue
countryOfIssue: The country where the document was issued.
System.out.println(result.getDocument().getInference().getPrediction().getCountryOfIssue().value);
Document Number
documentNumber: The unique identifier assigned to the document.
System.out.println(result.getDocument().getInference().getPrediction().getDocumentNumber().value);
Document Type
documentType: The type of personal identification document.
Possible values include:
- IDENTIFICATION_CARD
- PASSPORT
- DRIVER_LICENSE
- VISA
- RESIDENCY_CARD
- VOTER_REGISTRATION
System.out.println(result.getDocument().getInference().getPrediction().getDocumentType().value);
Expiration Date
expiryDate: The date when the document becomes invalid.
System.out.println(result.getDocument().getInference().getPrediction().getExpiryDate().value);
Given Names
givenNames: The list of the document holder's given names.
for (givenNamesElem : result.getDocument().getInference().getPrediction().getGivenNames())
{
System.out.println(givenNamesElem.value);
}
Issue Date
issueDate: The date when the document was issued.
System.out.println(result.getDocument().getInference().getPrediction().getIssueDate().value);
MRZ Line 1
mrzLine1: The Machine Readable Zone, first line.
System.out.println(result.getDocument().getInference().getPrediction().getMrzLine1().value);
MRZ Line 2
mrzLine2: The Machine Readable Zone, second line.
System.out.println(result.getDocument().getInference().getPrediction().getMrzLine2().value);
MRZ Line 3
mrzLine3: The Machine Readable Zone, third line.
System.out.println(result.getDocument().getInference().getPrediction().getMrzLine3().value);
Nationality
nationality: The country of citizenship of the document holder.
System.out.println(result.getDocument().getInference().getPrediction().getNationality().value);
Personal Number
personalNumber: The unique identifier assigned to the document holder.
System.out.println(result.getDocument().getInference().getPrediction().getPersonalNumber().value);
Sex
sex: The biological sex of the document holder.
System.out.println(result.getDocument().getInference().getPrediction().getSex().value);
State of Issue
stateOfIssue: The state or territory where the document was issued.
System.out.println(result.getDocument().getInference().getPrediction().getStateOfIssue().value);
Surnames
surnames: The list of the document holder's family names.
for (surnamesElem : result.getDocument().getInference().getPrediction().getSurnames())
{
System.out.println(surnamesElem.value);
}
Questions?
Updated 2 months ago