Multi Receipts Detector
The Ruby Client Library supports the Multi Receipts Detector API.
Product Specs
Specification Details Endpoint Name multi_receipts_detector
Recommended Version v1.1
Supports Polling/Webhooks β No Support Synchronous HTTP Calls βοΈ Yes Geography π Global
Using the sample below,
we are going to illustrate how to extract the data that we want using the Ruby Client Library.
Quick-Start
#
# Install the Ruby client library by running:
# gem install mindee
#
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):
########
Document
########
:Mindee ID: d7c5b25f-e0d3-4491-af54-6183afa1aaab
:Filename: default_sample.jpg
Inference
#########
:Product: mindee/multi_receipts_detector v1.0
:Rotation applied: Yes
Prediction
==========
:List of Receipts: Polygon with 4 points.
Polygon with 4 points.
Polygon with 4 points.
Polygon with 4 points.
Polygon with 4 points.
Polygon with 4 points.
Page Predictions
================
Page 0
------
:List of Receipts: Polygon with 4 points.
Polygon with 4 points.
Polygon with 4 points.
Polygon with 4 points.
Polygon with 4 points.
Polygon with 4 points.
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
,bool
): 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, alwaysnil
when at document-level. - reconstructed (
bool
): indicates whether 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.
result.document.inference.prediction.receipts do |receipts_elem|
puts receipts_elem.polygon.to_s
puts receipts_elem.quadrangle.to_s
puts receipts_elem.rectangle.to_s
puts receipts_elem.boundingBox.to_s
end
Questions?
Updated 26 days ago