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Layoutlmv2 Finetuned Cord
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Layoutlmv2 Finetuned Cord
Developed by katanaml
A document understanding model fine-tuned on the CORD dataset based on the LayoutLMv2 architecture, suitable for structured document information extraction tasks
Downloads 29
Release Time : 3/6/2022
Model Overview
This model is a fine-tuned version of Microsoft's LayoutLMv2 base model on the CORD receipt dataset, specifically designed for document layout analysis and key information extraction tasks.
Model Features
Multimodal Understanding Capability
Combines textual content and visual layout information for document understanding
Structured Document Processing
Optimized specifically for structured documents like receipts
Fine-Tuning Performance Optimization
Fine-tuned on the CORD dataset to enhance task-specific performance
Model Capabilities
Document Layout Analysis
Text Region Recognition
Key Information Extraction
Receipt Information Structuring
Use Cases
Financial Automation
Receipt Information Extraction
Automatically extracts key information such as merchant, date, and amount from scanned receipts
Document Digitization
Structured Document Processing
Converts unstructured documents into structured data
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