Task
Speed up and stabilize chip quality control on the line: the defects are small and varied, and manual inspection is tiring and depends on the operator.
Microelectronics manufacturer
Chip defects on the line
The client is a microelectronics manufacturer.
Computer visionDefect detectionIndustrial quality control
Computer vision finds defects chip defects on the production line.
Client
Microelectronics manufacturer
Industry
Microelectronics
Areas
Computer vision, defect detection
ESTESIS role
System development
From task to result
Client
A Russian microelectronics manufacturer. Name under NDA.
What we did and how
We developed a system that checks every chip on the conveyor and flags defective ones.
- 01Preparing and labeling a dataset of chip images
- 02Defect detection and classification
- 03Working at the pace of the production line
- 04An interface for the operator to review disputed cases
Result
Every chip is checked automatically, and the operator deals only with disputed cases.
Stack and competencies
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Accredited IT company · Russian Ministry of Digital Development registry No. 20142