Engineers Clinic
IntermediateEngineering trackDE-CP-08

Computer Vision Quality Inspection

Detect manufacturing defects from images, report per-defect recall rather than overall accuracy, and deploy to an edge device.

10 Guided Steps480h Internship TierSubmit: GitHub repo or evidence pack + live demo / report + README + milestone logbookVerified CertificateAI Rubric Graded
Program Overview

Detect manufacturing defects from images, report per-defect recall rather than overall accuracy, and deploy to an edge device.

What you submit

GitHub repo or evidence pack + live demo / report + README + milestone logbook

How it is graded

Signals: Milestone gates met; measurable result reported; documentation; deployment or evidence reachable; reflective log

  • Functionality & requirements30
  • Technical quality & architecture25
  • Documentation15
  • Deployment & evidence15
  • Innovation10
  • Presentation5

Pass 60% · Merit 75% · Distinction 90%

Learning Outcomes
480-hour Germany programme. Quality is the core of the German manufacturing brand. Per-class recall is what a quality engineer actually asks for.
Target Audience

Engineering Students

Diploma, B.Tech, B.E., BCA, MCA, or M.Tech students seeking practical experience.

Aspiring Developers

Developers who want to build proof-of-work capstone projects for tech resumes.

Job Seekers

Graduates looking for AI-evaluated code review & verified industry credentials.