Computer Vision2025
MagicQC
A desktop app that measures garments from a camera to 0.2 cm, so quality control stops being slow, manual guesswork.
0.2 cmmeasurement accuracy
The problem
Garment QC was manual, slow and subjective. Two operators measuring the same piece disagreed, and managers had no objective record of where defects clustered.
What I built
I built a desktop computer-vision app that measures garments to 0.2 cm, then bridged it to a cloud platform for brand, operator and purchase-order management. A separate analytics layer turns every inspection into pass/fail trends and compliance reporting.
The outcome
Manufacturers now measure garments in seconds with near-zero error, and QC managers get piece-level history instead of guesswork.
Stack
- OpenCV
- Python
- Laravel
- MySQL
- Windows EXE
What the client said
They didn't just build our website, they built our entire computer-vision size-measurement system from the ground up. Our manufacturing clients now measure garments in seconds with near-zero error. MagicQC wouldn't exist without them.
Working on something like this?
Tell me what you are trying to build. I will tell you honestly whether it is worth doing.