MathScriber

Handwritten math diagram and formula OCR-to-LaTeX converter.

Architectural Role: Sole Developer

Verifiable Metrics & Performance Receipts

Vision Model:pix2tex Transformer

Rendering:MathJax Real-Time

Technology Stack & Libraries

Djangopix2tex ViTMathJaxPython

1. Problem Context & Objectives

Transcribing complex handwritten mathematical formulas into LaTeX for scientific papers is time-consuming and error-prone.

2. Technical Architecture & Implementation

Integrated pix2tex vision transformer with a Django web frontend and real-time MathJax rendering preview.

3. Outcomes, Benchmarks & Empirical Validation

Instantly converts handwritten equations and symbols into clean, copyable LaTeX markup.

Associated Research Papers & Benchmarks (Preprints)

ChitraMiti: A Benchmark for Cross-Modal Consistency in Bengali Geometric Reasoning (Preprint)

Source Code Inspection & Local Replication

This system is maintained in an open-source repository with full git commit history, environment configuration templates (.env.example), and dependency manifests.

View repository README & installation guide on GitHub