The Python OCR SDK supports the Bank Account Details API.

Using the sample below, we are going to illustrate how to extract the data that we want using the OCR SDK.

Quick-Start

from mindee import Client, PredictResponse, product

# Init a new client
mindee_client = Client(api_key="my-api-key")

# Load a file from disk
input_doc = mindee_client.source_from_path("/path/to/the/file.ext")

# Load a file from disk and parse it.
# The endpoint name must be specified since it cannot be determined from the class.
result: PredictResponse = mindee_client.parse(product.fr.BankAccountDetailsV2, input_doc)

# Print a summary of the API result
print(result.document)

# Print the document-level summary
# print(result.document.inference.prediction)

Output (RST):

########
Document
########
:Mindee ID: bc8f7265-8dab-49fe-810c-d50049605578
:Filename: default_sample.jpg

Inference
#########
:Product: mindee/bank_account_details v2.0
:Rotation applied: Yes

Prediction
==========
:Account Holder's Names: MME HEGALALDIA L ENVOL
:Basic Bank Account Number:
  :Bank Code: 13335
  :Branch Code: 00040
  :Key: 06
  :Account Number: 08932891361
:IBAN: FR7613335000400893289136106
:SWIFT Code: CEPAFRPP333

Page Predictions
================

Page 0
------
:Account Holder's Names: MME HEGALALDIA L ENVOL
:Basic Bank Account Number:
  :Bank Code: 13335
  :Branch Code: 00040
  :Key: 06
  :Account Number: 08932891361
:IBAN: FR7613335000400893289136106
:SWIFT Code: CEPAFRPP333

Field Types

Standard Fields

These fields are generic and used in several products.

BasicField

Each prediction object contains a set of fields that inherit from the generic BaseField class.
A typical BaseField object will have the following attributes:

• value (Union[float, str]): corresponds to the field value. Can be None if no value was extracted.
• confidence (float): the confidence score of the field prediction.
• bounding_box ([Point, Point, Point, Point]): contains exactly 4 relative vertices (points) coordinates of a right rectangle containing the field in the document.
• polygon (List[Point]): contains the relative vertices coordinates (Point) of a polygon containing the field in the image.
• page_id (int): the ID of the page, is None when at document-level.
• reconstructed (bool): indicates whether an object was reconstructed (not extracted as the API gave it).

Note: A Point simply refers to a List of two numbers ([float, float]).

Aside from the previous attributes, all basic fields have access to a custom __str__ method that can be used to print their value as a string.

StringField

The text field StringField only has one constraint: its value is an Optional[str].

Specific Fields

Fields which are specific to this product; they are not used in any other product.

Basic Bank Account Number Field

Full extraction of BBAN, including: branch code, bank code, account and key.

A BankAccountDetailsV2Bban implements the following attributes:

• bban_bank_code (str): The BBAN bank code outputted as a string.
• bban_branch_code (str): The BBAN branch code outputted as a string.
• bban_key (str): The BBAN key outputted as a string.
• bban_number (str): The BBAN Account number outputted as a string.

Attributes

The following fields are extracted for Bank Account Details V2:

Account Holder's Names

account_holders_names (StringField): Full extraction of the account holders names.

print(result.document.inference.prediction.account_holders_names.value)

Basic Bank Account Number

bban (BankAccountDetailsV2Bban): Full extraction of BBAN, including: branch code, bank code, account and key.

print(result.document.inference.prediction.bban.value)

IBAN

iban (StringField): Full extraction of the IBAN number.

print(result.document.inference.prediction.iban.value)

SWIFT Code

swift_code (StringField): Full extraction of the SWIFT code.

print(result.document.inference.prediction.swift_code.value)

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