Ross ROSS = Recommend OSS · open-source software intelligence for agents

Udayraj123/OMRChecker

Evaluate OMR sheets fast and accurately using a scanner 🖨 or your phone 🤳. observed · 2026-08-28

github.com/Udayraj123/OMRChecker · Python · MIT (permissive) observed · 2026-08-28

Health v2 · maintenance only

67/100

  • Activity 98
  • Release rhythm 8
  • Longevity 100
How is this computed?

round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-02. Adoption (stars, forks) is never an input.

  • gap_med: n/a
  • age_days: 3083
  • days_rel: n/a
  • days_push: 16
  • n_releases_24m: 0

Full methodology

Adoption not part of the score

1134 stars · 525 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

OMRChecker is a Python application that reads and evaluates OMR (Optical Mark Recognition) sheets scanned via a scanner or phone camera. It uses OpenCV-based computer vision to detect marked bubbles at any angle and color, scoring exams at 200+ sheets per minute.

Use cases

  • grade multiple-choice exam sheets from scanned images
  • evaluate OMR answer sheets captured with a phone camera
  • score surveys and forms with bubble marks
  • process xeroxed or low-resolution OMR sheets
  • batch-check exam results quickly and accurately

When to choose

  • you need to grade MCQ exams or surveys from scanned OMR sheets
  • you want a free, self-hosted alternative to commercial OMR software
  • your sheets vary in scan angle, color, or quality

When to avoid

  • you need handwritten text recognition rather than bubble-mark detection
  • you require a polished GUI workflow rather than a CLI/config-driven tool
  • your forms are not standard OMR layouts

Facets

application · maturity active

image-processing computer-vision ocr computer-vision image-processing education python cross-platform cli omr optical-mark-recognition exam-grading opencv mcq-scoring document-scanning automation

1 source

Member repositories

RepositoryRoleHealth v2
Udayraj123/OMRCheckermain67

For agents

markdown · JSON · MCP: product_card(name="Udayraj123/OMRChecker")

Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem