Automated Document Information Extraction (Key-Value) via Donut Model
OCR-free visual document transformer reading crumpled receipts, invoices, and utility bills directly into structured JSON.
Customized to Your Project Requirements
All engineering projects are custom fabricated to match your specific IEEE publication standards, academic department guidelines, and selected hardware/sensor stack. Request a custom quote to receive an itemized proposal, timeline, and deliverables list.
Project Technical Overview
Utilizes the cutting-edge Donut (Document Understanding Transformer) neural architecture that bypasses brittle legacy OCR engines. Takes raw document photos, decodes typography and visual hierarchy directly via an encoder-decoder transformer, and outputs clean structured JSON.
Read the foundational IEEE conference research paper, citations, and algorithmic architecture for this project.