kingyiusuen/image-to-latex

Health v2 · maintenance only

Flags: no_releases

Adoption not part of the score

2159 stars · 311 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

A PyTorch application that converts images of LaTeX math equations into LaTeX code using a ResNet-18 encoder and Transformer decoder trained on the im2markup dataset. It includes a Streamlit web app for uploading equation screenshots and getting LaTeX output.

Use cases

• convert a screenshot of a math equation to latex code
• extract latex from an image of a formula
• ocr for handwritten or rendered math equations
• learn how to build an image-to-sequence deep learning model
• run an end-to-end ml project with training, evaluation, and a web demo

When to choose

• you need to transcribe rendered math equation images into latex
• you want a reference implementation of a CNN encoder + Transformer decoder for image-to-text tasks
• you want a small, readable end-to-end ML project with a Streamlit demo

When to avoid

• you need production-grade math OCR for arbitrary fonts, handwriting, or noisy scans
• you need a maintained tool with recent updates or broad ecosystem support
• you need general document OCR rather than isolated equation images

Facets

application · maturity maintenance

machine-learning deep-learning computer-vision ocr nlp computer-vision deep-learning pdf education machine-learning python cross-platform image-to-latex encoder-decoder transformer resnet streamlit pytorch im2markup math-ocr

Member repositories

For agents

markdown · JSON · MCP: product_card(name="kingyiusuen/image-to-latex")