Ironhill IndustriesSample listing
Camera-Based Packaging Defect Detection
Posted 10 days ago · Closes in 9 days · 15 applied
Challenge Brief
Damaged or badly sealed bags are usually caught by hand, late in the line. Each one that gets through means rework and an unhappy customer.
The team will build a vision system that spots defects from a fixed camera and logs each one, then measure how it compares with manual inspection.
Requirements
- Computer vision experience
- Python
- Able to attend one site visit, with safety training provided
Deliverables
- A labelled image dataset
- A defect detection model with accuracy results
- A simple defect log for supervisors
Tech Stack
- Python
- OpenCV
- PyTorch
About the Company
Ironhill Industries is a fictional sample company: a Nigerian conglomerate with operations in cement, sugar, salt and other manufacturing.