Inline AI label inspection

2026-03-01
Role [YOUR ROLE]
Status [STATUS]

A deep learning vision system that checks product labels on a running production line. [ONE LINE ON THE PROBLEM IT SOLVED]

Tools
Machine visionDeep learning[CAMERA / MODEL / TOOLS]

The problem#

[WHAT WAS GOING WRONG BEFORE, e.g. how labels were checked and why that was not enough]

What I built#

Labels on [PRODUCT TYPE] are checked by a camera as they move along the line. A deep learning model looks at each image and flags [DEFECT TYPES, e.g. missing or misplaced labels].

  • [CAMERA AND LIGHTING SETUP]
  • [MODEL AND TRAINING DATA]
  • [HOW REJECTS ARE HANDLED ON THE LINE]

[PHOTO]

Result#

[WHAT CHANGED AFTER, only figures you are allowed to share]

What I learned#

[ONE OR TWO LESSONS]

All work