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Documentation Index

Fetch the complete documentation index at: https://docs.qmr.kr/llms.txt

Use this file to discover all available pages before exploring further.

QMR organizes your grading work around four tightly connected ideas: the exam, the answer sheet, the scan request, and the submission. Once you understand how they relate to each other, every action in the dashboard — creating an exam, printing sheets, uploading a photo, reading results — will feel predictable. You do not need to know anything about the underlying technology; QMR handles the recognition and scoring automatically. The workflow begins before exam day. You create an exam in the dashboard, enter the correct answers for each question, and choose an answer sheet template. QMR generates a PDF of ready-to-print answer sheets, one per student, each containing a unique QR code. The QR code encodes which exam and which round the sheet belongs to, as well as the individual student’s identity. Students fill in their chosen answers on the sheet using a pen, just as they would on any paper test. After the exam, you open the Scan section of the dashboard, take a photo of each completed sheet with your smartphone camera, or upload a batch PDF if you have already scanned the sheets on an office scanner. QMR reads the QR code to identify the exam, the round, and the student without any manual lookup, then extracts each marked answer using AI image recognition. Within seconds, a submission appears in the dashboard — one graded result per student per round — showing the total score and the answer chosen for every question. Because grading is automatic and submissions appear in real time, you can move straight from collecting papers to reviewing results. The Statistics section aggregates all submissions into score distributions, per-question accuracy rates, group breakdowns by class or round, and answer-choice distributions. At any point you can export the full dataset to Excel for your own analysis, or share individual results with students through the QMR student app.

Exams and answer sheets

Learn how exams, problem sets, rounds, and answer sheet templates fit together.

Scanning and grading

See how QR codes and AI recognition turn a photo into a graded submission.

Statistics and analytics

Explore score distributions, per-question accuracy, and Excel export.

Quickstart

Create your first exam and scan your first answer sheet in four steps.