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

📝 Exam bubble sheet scorer. Created with OpenCV and Python.

Orchestra is a sheet music reader (optical music recognition (OMR) system) that converts sheet music to a machine-readable version.

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

This project uses open cv to evaluate OMR sheets. We are trying to make this system as reliable as possible.

A Deep Learning based detector for measures in musical scores

Music Notation Graph: a data model for optical music recognition.

An easy to use OMR scanning system for grading bubble sheets.

Sm3ni is an Optical Musical Recognition project written in python that converts music sheets images to a text file representing the musical notes then to a .wav audio file that represents the music sheet .

Orchestra is a sheet music reader (optical music recognition (OMR) system) that converts sheet music to a machine-readable version.

A set of tool to use the Clarity-OMR Model.

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.

Working repository for the MUSCIMA++ dataset

Music Object Detector for Mensural Notation, as published in the ISMIR2018 paper

Accompanying source code for the journal paper "A Baseline for General Music Object Detection with Deep Learning"

Image Processing and Manipulation using python OpenCV

Experiments on Linking the Nodes of a Music Notation Graph (MuNG) with Deep Learning.

OMR Checker APP is an APP that will help the teachers get the results of answer sheet of the students. This will help the teacher to grade the students faster and provide faster results.

OMR System which converts images of musical sheets and notes into readable text that both humans and computers can understand

Optical Music Recognition using Deep Neural Networks