exam-grading

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Exam bubble sheet scorer. Created with OpenCV and Python.

OMRFlow — open-source Optical Mark Recognition (OMR) scanner and exam grading software. Design bubble sheets, process scans, reconcile attendance, score MCQs and generate results.

A backend platform that powers AI-driven automatic grading for multiple-choice exams, delivering fast, accurate, and consistent evaluation while providing robust APIs, secure authentication, and scalable data management to reduce manual workload and minimize human error.

An automatic bubble sheet grader and grade analyzer. It scans answer sheets and scores them, then analyzes the results with score histograms, item analysis, question dropping and crediting, and curving methods. Exports grades to your gradebook. Works offline.

Python OCR grading project for handwritten math exams with INKML conversion and performance prediction.

Computer vision-based OMR system for detecting marked answers and automating MCQ exam evaluation using Python and OpenCV.

Desktop app for generating, scanning, and grading multiple-choice exam sheets via OMR, with Excel results export — built from scratch in PySide6 + OpenCV.

VedaAI - extracts every exam question, maps a student's handwritten answers to them with exact ink-region highlights, and grades. DeepSeek-OCR-2 on a local GPU + GPT-5.6 Luna via the Codex CLI. Superseded by Parakh.

A modern, client-side web application for re-grading MCQ exams and performing item analysis. Built with Next.js and TypeScript, featuring privacy-first Excel processing for educational institutions.

Privacy-first, locally-run OCR tool for academic instructors. This app digitizes handwritten exam scans into side-by-side manuscript/transcript documents, with automatic private information redaction and grading-software-ready outputs.

Flask exam grading toolkit: checklist grader with live totals plus a student results portal

Parakh - serverless exam checker: upload a question paper and a handwritten answer sheet; every answer found, highlighted and graded (Next.js + Gemini).