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invoice-extractor's Introduction

invoice-extractor

A python implementation to extract data in structured form from an image of an invoice

Flow:

original invoice

alt text

preprocessing

removing lines

this is being done to accurately detect text contours

mask obtained for vertical and horizontal lines

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after applying mask

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Obtained graph

alt text after getting contours and merging them on the basis of their size and nearness *the red boxes are the identified keyfields the keyfields can be changes according to keywords given in labels.csv and label_synonnyms.csv *green boxes are the values *relation between the keyfields and it's possible values is shown by using straight lines

Output csv

alt text

invoice-extractor's People

Contributors

piyushmathur17 avatar piyush-palta avatar

Forkers

martinnedopil

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