US Bank Check OCR Node.js
The Node.js 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
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.parse(
mindee.product.us.BankCheckV1,
inputSource
);
// Handle the response Promise
apiResponse.then((resp) => {
// print a string summary
console.log(resp.document.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.
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.
Amount Field
The amount field AmountField
only has one constraint: its value is a number
(or undefined
).
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.
Position Field
The position field PositionField
does not implement all the basic Field
attributes, only boundingBox, polygon and pageId. On top of these, it has access to:
- rectangle (
[Point, Point, Point, Point]
): a Polygon with four points that may be oriented (even beyond canvas). - quadrangle (
[Point, Point, Point, Point]
): a free polygon made up of four points.
String Field
The text field StringField
only has one constraint: its value is a string
(or undefined
).
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 (StringField): The check payer's account number.
console.log(result.document.inference.prediction.accountNumber.value);
Amount
amount (AmountField): The amount of the check.
console.log(result.document.inference.prediction.amount.value);
Check Number
checkNumber (StringField): The issuer's check number.
console.log(result.document.inference.prediction.checkNumber.value);
Check Position
📄checkPosition (PositionField): The position of the check on the document.
for (const checkPositionElem of result.document.checkPosition) {
console.log(checkPositionElem.polygon);
}
Check Issue Date
date (DateField): The date the check was issued.
console.log(result.document.inference.prediction.date.value);
Payees
payees (StringField[]): List of the check's payees (recipients).
for (const payeesElem of result.document.inference.prediction.payees) {
console.log(payeesElem.value);
}
Routing Number
routingNumber (StringField): The check issuer's routing number.
console.log(result.document.inference.prediction.routingNumber.value);
Signature Positions
📄signaturesPositions (PositionField[]): List of signature positions
for (const page of result.document.inference.pages) {
for (const signaturesPositionsElem of page.prediction.signaturesPositions) {
console.log(signaturesPositionsElem.polygon);
console.log(signaturesPositionsElem.quadrangle);
console.log(signaturesPositionsElem.rectangle);
console.log(signaturesPositionsElem.boundingBox);
}
}
Questions?
Updated 4 months ago