Challenges in Conventional Assembly Inspection
- Manual inspection leads to inconsistencies in quality.
- Inspection tasks require significant time and labor costs.
- Limited inspection accuracy poses a risk of overlooking defective products.
To address these challenges, the implementation of a high-precision automated inspection system was essential.
Implementation Solution

Automatically verify the correct arrangement of sweets in trays inline.
Judges correctness based on presence/absence, color, and shape sequence.
Supports CSV output of inspection results; “OK” and “NG” images are automatically saved.
Inspections are triggered automatically within the software using the auto-trigger function.
Implementation Benefits
Item | Improvement Details |
---|---|
Inspection Accuracy Improvement | mproved defect detection rate, significantly reducing errors. |
Work Efficiency Enhancement | Greatly reduced time required for the inspection process. |
Cost Reduction | No need for dedicated equipment, lowering initial investment and operational costs. |
AI Vision System “Vis-AI” Series with Shared Application
The Vis-AI series of AI vision systems is equipped with the VisAI shared application and offers a range of options tailored to specific use cases, including the necessary interfaces, processing capabilities, and durability.
The lineup includes:
- MoMaVi – a smartphone-based solution for easy and low-cost implementation
- VisAI-Edge – an edge AI device with standard industrial interfaces
- VisAI-Win – ideal for more demanding processing tasks and seamless integration with other applications