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Election OCR Pipeline

Hackathon Vote Counting Digitization

Election OCR Pipeline

The Problem

Thai election vote counting relies on handwritten tally sheets that are difficult to verify at scale. Manual data entry is slow and error-prone, creating opportunities for discrepancies to go undetected.

The Solution

Built an OCR pipeline during a civic tech hackathon that processes photos of handwritten election tally sheets, extracts vote counts using computer vision and OCR, and outputs structured data for verification. Designed for scalability across thousands of polling stations.

Tech Stack

PythonOCROpenCVFastAPI

Key Features

Handwritten tally sheet photo processing
OCR extraction of vote counts
Structured data output for verification
Batch processing for multiple polling stations
Built during civic tech hackathon
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