Multi Receipts Detector API Ruby
The Ruby OCR SDK supports the Multi Receipts Detector API.
Using the sample below, we are going to illustrate how to extract the data that we want using the OCR SDK.
Quick-Start
require 'mindee'
# Init a new client
mindee_client = Mindee::Client.new(api_key: 'my-api-key')
# Load a file from disk
input_source = mindee_client.source_from_path('/path/to/the/file.ext')
# Parse the file
result = mindee_client.parse(
input_source,
Mindee::Product::MultiReceiptsDetector::MultiReceiptsDetectorV1
)
# Print a full summary of the parsed data in RST format
puts result.document
# Print the document-level parsed data
# puts result.document.inference.prediction
Output (RST):
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 (
String
,Float
,Integer
,Boolean
): corresponds to the field value. Can benil
if no value was extracted. - confidence (Float, nil): the confidence score of the field prediction.
- bounding_box (
Mindee::Geometry::Quadrilateral
,nil
): contains exactly 4 relative vertices (points) coordinates of a right rectangle containing the field in the document. - polygon (
Mindee::Geometry::Polygon
,nil
): contains the relative vertices coordinates (Point
) of a polygon containing the field in the image. - page_id (
Integer
,nil
): the ID of the page, isnil
when at document-level. - reconstructed (
Boolean
): indicates whether or not an object was reconstructed (not extracted as the API gave it).
Aside from the previous attributes, all basic fields have access to a to_s
method that can be used to print their value as a string.
Position Field
The position field PositionField
does not implement all the basic Field
attributes, only bounding_box, polygon and page_id. On top of these, it has access to:
- rectangle (
Mindee::Geometry::Quadrilateral
): a Polygon with four points that may be oriented (even beyond canvas). - quadrangle (
Mindee::Geometry::Quadrilateral
): a free polygon made up of four points.
Attributes
The following fields are extracted for Multi Receipts Detector V1:
List of Receipts
receipts (Array<PositionField>): Positions of the receipts on the document.
for receipts_elem in result.document.inference.prediction.receipts do
puts receipts_elem.polygon
end
Questions?
Updated 11 days ago