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LaTeX OCR

pix2tex: Using a ViT to convert images of equations into LaTeX code.

84
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Listed Mar 2026
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EXPERT REVIEW

Expert Video Review by SEOGANT · March 2026

Distribution Score: 84/100 What is this?

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What is LaTeX OCR?

LaTeX OCR (pix2tex) is an AI system for recognizing mathematical equations in images and converting them to LaTeX markupsolving a common pain point for researchers and students who need to digitize equations from paper, screenshots, or PDFs.

The model takes an image of a mathematical expression (handwritten or typeset) and produces the corresponding LaTeX code, enabling equations to be immediately usable in LaTeX documents, markdown, or any system that renders LaTeX math without manual transcription.

The system uses a transformer-based architecture (ViT encoder combined with an autoregressive decoder) trained on a large dataset of paired equation images and LaTeX code, enabling it to handle complex mathematical expressions including integrals, summations, matrices, Greek letters, fractions, and multi-line expressions.

The model is available as a Python library, a command-line tool, and a browser extension that enables right-click OCR of equations directly from web pagesall producing LaTeX that can be pasted directly into documents.

Researchers digitizing equations from papers they're reading, students transcribing textbook equations into their notes, anyone working with mathematical documents who needs to edit or repurpose equations that exist only as images use LaTeX OCR to avoid the tedious and error-prone process of manually transcribing mathematical notation.

The tool is particularly valuable for complex equations where the LaTeX syntax is non-obviousgetting the structure of a multi-level fraction or tensor expression right requires either deep LaTeX expertise or a reliable recognition tool.

Who is LaTeX OCR for?

Researchers and students who want to convert images of mathematical equations into LaTeX code without manual typing
Academic writers who frequently need to digitize equations from papers, textbooks, or handwritten notes into LaTeX format
Developers building academic document processing tools who need an AI-powered equation recognition component
Anyone who works with mathematical notation and wants to quickly extract LaTeX from screenshots, PDFs, or photos of equations

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Frequently Asked Questions

What is LaTeX OCR (pix2tex)?
LaTeX OCR (pix2tex) is an open-source tool that uses a Vision Transformer (ViT) to convert images of mathematical equations into LaTeX code. Take a screenshot of any equation — from a paper, textbook, or PDF — and get the corresponding LaTeX markup automatically.
How accurate is the equation recognition?
pix2tex achieves high accuracy on typeset mathematical equations, handling complex expressions including fractions, integrals, summations, matrices, and Greek letters. Handwritten equation recognition has lower accuracy than typeset text.
How do I use LaTeX OCR?
Install via pip install pix2tex and use the command line tool or Python API. A GUI app (Snip) is also available for capturing equation screenshots directly. You can also use a web demo hosted on Hugging Face Spaces.
What equation types does it handle?
pix2tex handles inline and display math equations from academic papers, including calculus, linear algebra, probability, statistics, and physics notation — most standard mathematical expressions that appear in scientific publications.
Is LaTeX OCR free?
Yes — pix2tex is open source (MIT license) and freely available on PyPI and GitHub.

Product Details

Listed on SEOGANTFree
MRR Growth+12% / mo
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ListedMar 2026

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"LaTeX OCR (pix2tex) is an AI system for recognizing mathematical equations in images and converting them to LaTeX markupsolving a common pain point for researchers and students who need to digitize equations from paper, screenshots, or…"
LaTeX OCR Score: 84
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