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.

Integrate AI-powered Document Analysis Pipelines

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.

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.

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

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

Image Processing and Manipulation using python OpenCV

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

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

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

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.

Working repository for the MUSCIMA++ dataset

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

OMR to automatically detect multiple choice options in a template and group them into questions.