🎶 Transform sheet music into interactive digital content with Resonote, leveraging advanced Optical Music Recognition for seamless musical score analysis.

homr is an Optical Music Recognition (OMR) software designed to transform camera pictures of sheet music into machine-readable MusicXML format.

Evaluate OMR sheets fast and accurately using a scanner 🖨 or your phone 🤳.

Complex data extraction and orchestration framework designed for processing unstructured documents. It integrates AI-powered document pipelines (GenAI, LLM, VLLM) into your applications, supporting various tasks such as document cleanup, optical character recognition (OCR), classification, splitting, named entity recognition, and form processing

CorrectAE - Optical Marks Recognition Suite.

A web-based MEI neume editor.

Next-gen AI Optical Music Recognition (OMR) platform. Convert sheet music images into playable ABC notation instantly using Google Gemini 3 Pro Vision. Built with React 19, TypeScript, and Tailwind.

Python package that provides comprehensive tools for working with symbolic modern and mensural notations in Humdrum format. kernpy is a fully open-source project open to contributions.

A web-based automated OMR sheet grading system powered by a custom YOLOv12 model. Detects marked answers, compares them with an answer key, and generates instant scoring with section-wise analysis through a clean Streamlit interface.

A web-based automated OMR sheet grading system powered by a custom YOLOv12 model. Detects marked answers, compares them with an answer key, and generates instant scoring with section-wise analysis through a clean Streamlit interface.

Optical Music Recognition dataset for handwritten annotations in music scores of the long 19th century.

Open-source, OMR Testing Software. Build your school's own custom answer sheets and grade them! LiveTest's dynamic OMR grader can handle all different lengths of tests and choices. Replace fonts, logos, adjust placements, etc. This research is in partial fulfillment of the M.S Computer Science @ MSU Texas by Garrett Mathers with Professor Griffin

This docker image is a modified version based on the sdaps package on ubuntu 22.04.

Automated bubble-sheet grading tool using Python and OpenCV. Performs optical mark recognition on answer sheets, extracts student IDs and outputs scores and answer keys.

An Optical Mark Recognition (OMR) system for scanning and evaluating exam sheets (supports both color & grayscale forms).

Optical Mark Recognition made easy for teachers, compatible with Moodle workflows

A Python application using OpenCV to automatically scan and grade Optical Mark Recognition (OMR) answer sheets.

The Common Optical Music Recognition Framework conversion and evaluation toolset

ReMusic aims to scan physical sheet music and convert it into an editable digital format, assisting music students who need to practice with physical materials and preservationists seeking to digitize old sheet music quickly and easily.

A web-based MEI mapping tool