Mobile Based Receipt Scanning and Data Extraction System
A global financial solution provider wanted to use our platform to scan receipts for expense settlement. Their users click a picture of receipt to be expensed using their phone cameras and upload it for processing. Our platform extracts the date, place, vendor, currency and the overall amount of the transaction from the receipt.
Our machine learning algorithms fill in the gaps left by traditional OCR engines to provide extremely high accuracy.
Mobile SDK for Image Capture
OCR is much more effective when the quality of the image provided is good. With our Android and iOS SDK, we helped this customer's user take good quality images by using our custom perspective correction and edge detection algorithms.
Logo detection and Language detection
Our deep learning based logo detection algorithm identified merchant names across the globe even if the receipt just contained their logos or trademark. We platform extracts language from the receipts prior to actual OCR in order to extract relevant information in a efficient manner.
Customized Item Extraction
We customized the platform to extract line item details from receipts specific to expenses. This enabled the customer to automatically validate invoice amount calculations as well tax calculations.
Machine Learning for Error Correction
Having successfully processed millions of transactions through our OCR engine, our platform has learnt quite a few patterns in receipts which traditional OCR engines miss. This let us deliver higher accuracy than most other OCR engines.