US Bank Check OCR Java
The Java OCR SDK supports the Bank Check 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.PredictResponse;
import com.mindee.product.us.bankcheck.BankCheckV1;
import java.io.File;
import java.io.IOException;
public class SimpleMindeeClient {
public static void main(String[] args) throws IOException {
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(filePath);
// Parse the file
PredictResponse<BankCheckV1> response = mindeeClient.parse(
BankCheckV1.class,
inputSource
);
// Print a summary of the response
System.out.println(response.toString());
// Print a summary of the predictions
// System.out.println(response.getDocument().toString());
// Print the document-level predictions
// System.out.println(response.getDocument().getInference().getPrediction().toString());
// Print the page-level predictions
// response.getDocument().getInference().getPages().forEach(
// page -> System.out.println(page.toString())
// );
}
}
Output (RST):
########
Document
########
:Mindee ID: b9809586-57ae-4f84-a35d-a85b2be1f2a2
:Filename: default_sample.jpg
Inference
#########
:Product: mindee/bank_check v1.0
:Rotation applied: Yes
Prediction
==========
:Check Issue Date: 2022-03-29
:Amount: 15332.90
:Payees: JOHN DOE
JANE DOE
:Routing Number:
:Account Number: 7789778136
:Check Number: 0003401
Page Predictions
================
Page 0
------
:Check Position: Polygon with 21 points.
:Signature Positions: Polygon with 6 points.
:Check Issue Date: 2022-03-29
:Amount: 15332.90
:Payees: JOHN DOE
JANE DOE
:Routing Number:
:Account Number: 7789778136
:Check Number: 0003401
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.
AmountField
An amount field AmountField
extends BaseField
, but also implements:
- value (
Double
): corresponds to the field value. Can benull
if no value was extracted.
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
.
PositionField
The position field PositionField
implements:
- 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. - rectangle (
Polygon
): a polygon with four points that may be oriented (even beyond canvas). - quadrangle (
Polygon
): a free polygon made up of four points.
Page-Level Fields
Some fields are constrained to the page level, and so will not be retrievable at document level.
Attributes
The following fields are extracted for Bank Check V1:
Account Number
accountNumber: The check payer's account number.
System.out.println(result.getDocument().getInference().getPrediction().getAccountNumber().value);
Amount
amount: The amount of the check.
System.out.println(result.getDocument().getInference().getPrediction().getAmount().value);
Check Number
checkNumber: The issuer's check number.
System.out.println(result.getDocument().getInference().getPrediction().getCheckNumber().value);
Check Position
📄checkPosition: The position of the check on the document.
for (PositionField checkPositionElem : result.getDocument().getInference().getPrediction().getCheckPosition())
{
System.out.println(checkPositionElem).polygon;
}
Check Issue Date
date: The date the check was issued.
System.out.println(result.getDocument().getInference().getPrediction().getDate().value);
Payees
payees: List of the check's payees (recipients).
for (payeesElem : result.getDocument().getInference().getPrediction().getPayees())
{
System.out.println(payeesElem.value);
}
Routing Number
routingNumber: The check issuer's routing number.
System.out.println(result.getDocument().getInference().getPrediction().getRoutingNumber().value);
Signature Positions
📄signaturesPositions: List of signature positions
for (Page page : result.getDocument().getInference().getPages())
{
for (PositionField signaturesPositionsElem : page.getSignaturesPositions())
{
System.out.println(signaturesPositionsElem.polygon);
System.out.println(signaturesPositionsElem.quadrangle);
System.out.println(signaturesPositionsElem.rectangle);
System.out.println(signaturesPositionsElem.boundingBox);
}
}
Questions?
Updated 5 months ago