{"id":19566637,"url":"https://github.com/zahraarshia/omrchecker","last_synced_at":"2026-05-10T16:04:44.108Z","repository":{"id":105034413,"uuid":"577870749","full_name":"ZahraArshia/OMRChecker","owner":"ZahraArshia","description":"An Optical mark recognition project that uses OpenCV to automatically grade multiple-choice answer sheets.","archived":false,"fork":false,"pushed_at":"2023-01-19T12:57:58.000Z","size":18738,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":3,"default_branch":"main","last_synced_at":"2025-02-26T09:46:13.738Z","etag":null,"topics":["image-processing","machinelearning","omr","opencv"],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"gpl-3.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/ZahraArshia.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2022-12-13T18:02:52.000Z","updated_at":"2023-09-01T12:06:12.000Z","dependencies_parsed_at":null,"dependency_job_id":"7201f71e-6879-47fb-ad76-588ef5f853bc","html_url":"https://github.com/ZahraArshia/OMRChecker","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/ZahraArshia/OMRChecker","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ZahraArshia%2FOMRChecker","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ZahraArshia%2FOMRChecker/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ZahraArshia%2FOMRChecker/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ZahraArshia%2FOMRChecker/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/ZahraArshia","download_url":"https://codeload.github.com/ZahraArshia/OMRChecker/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ZahraArshia%2FOMRChecker/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":262714471,"owners_count":23352462,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["image-processing","machinelearning","omr","opencv"],"created_at":"2024-11-11T05:33:11.453Z","updated_at":"2026-05-10T16:04:39.075Z","avatar_url":"https://github.com/ZahraArshia.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# OMR Bubble Sheet Grader\n\n\u003e Reading, grading and scoring cosumized students answer sheets fast and accurate based on a model published by [Udayraj123](https://github.com/Udayraj123/OMRChecker)\n\n## Built With\n\n- Python\n- OpenCV, Numpy, pandas, deepmerge, jsonschema\n\n## Live Demo\n\n[Live Demo Link](https://livedemo.com) soon!\n\n\n## Getting Started\n\n\nTo get a local copy up and running follow these simple example steps.\n\n### Prerequisites\nOperating system: Linux is recommended although Windows is also supported.\n\n### Setup\n\n```\ncd my-folder\ngit clone https://github.com/ZahraArshia/OMRChecker.git\n```\n\n### Install\ncheck if python3 and pip is already installed:\n\n```\npython3 --version\npython3 -m pip --version\n```\n\nInstall OpenCV:\n\n```\npython3 -m pip install --user --upgrade pip\npython3 -m pip install --user opencv-python\npython3 -m pip install --user opencv-contrib-python\n```\n### Project Dependencies\nInstall pip requirements:\n\n```\npython3 -m pip install --user -r requirements.txt\n```\n\n### Usage\n1. First copy and examine the sample data to know how to structure your inputs:\n```\ncp -r ./samples/sample1 inputs/\n# Note: you may remove previous inputs (if any) with `mv inputs/* ~/.trash`\n# Change the number N in sampleN to see more examples\n```\n2. Run\n\n```\npython3 main.py\n```\nAlternatively you can also use `python3 main.py -i ./samples/sample1`.\n\n\n## 🤝 Contributing\n\nContributions, issues, and feature requests are welcome!\n\nFeel free to check the [issues page](../../issues/).\n\n## Show your support\n\nGive a ⭐️ if you like this project!\n\n## Acknowledgments\n\nI would like to acknowledge [Udayraj Deshmukh](https://github.com/Udayraj123) as the author of main logic, we modfied to match our own application.\n\n## 📝 License\n\nThis project is [MIT](./MIT.md) licensed.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fzahraarshia%2Fomrchecker","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fzahraarshia%2Fomrchecker","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fzahraarshia%2Fomrchecker/lists"}