Internal test
Inspect quality with a camera. Catch defects on the line in real time.
- 100%Processed on your own site when deployed on your hardware
If any of this sounds familiar
- Defects reach the customer because inspectors get tired on the night shift
- Different inspectors apply different standards, so some defects slip through on some shifts
- High staff turnover means retraining new inspectors constantly
- No accurate defect statistics because everything is logged by hand
How the system works
Mount a camera above the inspection point
An industrial camera is installed above where parts pass by — no need to stop the production line during install.
Train the model on real samples
Photograph good and defective parts from your own line. The system learns the standard your line actually uses.
Detect and alert instantly
Defective parts are flagged or sorted the moment they're detected — no one has to walk the line to check.
กำลังโหลดเครื่องมือคำนวณตำแหน่งกล้อง
Technical specifications
- Camera resolution
- 5MP or higher
- Processing speed
- Still being measured — depends on the model and image size used
- Cameras per processing unit
- 1–4
Hardware used
฿25,000–150,000 depending on camera count (see the hardware page for the full table)
See full specs and prices on the hardware pageTest results
No publishable figures yet. We will add results after testing under a documented method and conditions.
Legacy integration
Connects to your existing MES/ERP
Inspection results are sent to your existing MES or ERP via API or Modbus/MQTT, logging defect stats automatically without manual re-entry.
Frequently asked questions
What this system cannot do
- It can't detect a defect type it has never seen without at least some real examples to learn from — you need a baseline of real defect data before training starts.
- It doesn't handle sudden, extreme lighting changes without recalibration, such as direct sunlight at certain times of day.
- It doesn't replace safety or quality regulations that require a responsible person to sign off. The system is an inspection aid, not the final decision-maker.
- No customer is running this in production yet. Any figure not yet backed by a real measurement is marked as such instead of estimated.