FR Bank Account Details

The Python SDK supports the Mindee V1 Bank Account Details API.

Product Specifications

Specification	Details
Endpoint Name	bank_account_details
Recommended Version	v2.0
Supports Polling/Webhooks	❌ No
Support Synchronous HTTP Calls	✔️ Yes
Geography	🇫🇷 France

Quick-Start

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

Sample Code

#
# Install the Python client library by running:
# pip install mindee
#

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.
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)

Sample 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

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:

• 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, always None when at document-level.

• reconstructed (bool): indicates whether an object was reconstructed (not extracted as the API gave it).

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)