Visual Defect Detection for Precision Manufacturing
Machine vision systems for makers of precision parts, with models trained on your own defect samples and acceptance criteria agreed before deployment.
How a project works
Every project starts from your parts and your defects, not a generic model.
Define the standard
We start from your own defect samples and agree the defect list and acceptance criteria with you before any development.
Build the system
Industrial camera, custom lighting (including backlight for translucent parts), optics, an edge industrial PC and handling mechanism, and a model trained on your defects.
Accept it on your line
The system is tested on site, on your parts, against the criteria agreed up front.
Applications
Precision parts where manual inspection is slow, tiring and inconsistent.
O-rings & seals for semiconductor equipment
1.5–100 mm- Foreign matter inside the part and on the surface
- Cracks, pits and bubbles
- Tears along the mould line; uneven surfaces
- Translucent, curved parts that make manual inspection slow and inconsistent
Diamond dicing blades
Grit coverage- Delineates each diamond grain, even where densely packed
- Up to 15% more precise grain counts than the client's existing tool
- Per-grain area and a true coverage metric for process control
Real detection results
All images below come from the deployed projects.
Diamond dicing blades: every grain delineated
O-rings and seals: foreign matter, fibres, scratches and nicks
Technology
Built for reliability, not demos
Contact
Talk to engineering, not sales
For inspection projects, pilot lines and technical evaluation.
Outside China: we plan to serve Malaysia and Southeast Asia through our partner VASTLI.