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Donut Base Finetuned Latvian Receipts
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Donut Base Finetuned Latvian Receipts

Developed by Inesence
This model is a fine-tuned version of donut-base on a Latvian receipt dataset, primarily used for receipt image processing tasks
Text Recognition
Transformers
Open Source License:MIT#Latvian receipt recognition#Document image understanding#Multilingual OCR
Downloads 31
Release Time : 3/13/2023

Model Overview

A vision-language model based on the Donut architecture, specifically fine-tuned for Latvian receipt processing, capable of extracting structured information from receipt images

Model Features

Receipt processing optimization
Specifically optimized for Latvian receipt formats, accurately identifying key information on receipts
Vision-language understanding
Combines visual and textual information to understand the content and structure of receipt images
End-to-end processing
Directly processes from image input to structured output without intermediate OCR steps

Model Capabilities

Receipt image analysis
Text information extraction
Structured data generation

Use Cases

Retail & Commerce
Automatic receipt processing
Automatically scans and extracts transaction information from receipts
Improves receipt processing efficiency and reduces manual entry errors
Expense reimbursement
Automatically extracts reimbursement-related information from employee-submitted receipts
Simplifies reimbursement processes and speeds up approvals
Finance & Accounting
Bookkeeping
Automatically converts receipt information into formats usable by accounting systems
Improves bookkeeping accuracy and efficiency
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