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Donut Base Medical Handwritten Prescriptions Information Extraction Updated
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Donut Base Medical Handwritten Prescriptions Information Extraction Updated

Developed by mjawadazad2321
A model based on the Donut architecture, specifically designed for extracting information from medical handwritten prescriptions.
Text Recognition
Transformers
Open Source License:MIT#Handwritten Prescription Recognition#Medical Document Processing#Structured Information Extraction
Downloads 45
Release Time : 10/18/2022

Model Overview

This model is a fine-tuned version of mjawadazad2321/donut-base-Medical_Handwritten_Prescriptions_Information_Extraction, focusing on extracting structured information from medical handwritten prescriptions.

Model Features

Specialized for Medical Prescriptions
Optimized specifically for medical handwritten prescription scenarios, effectively recognizing key information in prescriptions.
Based on Donut Architecture
Utilizes the Donut vision-language model architecture, combining visual understanding and text generation capabilities.
Fine-Tuned Version
Further fine-tuned on the original model, potentially improving performance in specific scenarios.

Model Capabilities

Handwritten Text Recognition
Medical Information Extraction
Structured Data Generation

Use Cases

Medical Digitization
Prescription Digitization
Convert handwritten prescriptions into structured electronic data
Medical Record Management
Extract key information from prescriptions for patient record management
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