仕事
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]