Success case
Streamlining Defect Detection: Raspberry Pi Empowers Deep Learning-based Inspection Systems for Manufacturing
Summary A solution provider designing and developing deep learning technologies-based inspection systems for manufacturers deploys reTerminal DM as the HMI for their AI vision system. The system is utilized for pattern manufacturing and inspection during the mass production process, with a particular focus on improving the efficiency of defect detection and assembly verification. It reduces […]
- Industry
- Industrial Manufacturing
- Application
- Production Line Defect Detection
Project background and needs
A manufacturing inspection solution provider deployed reTerminal DM as the HMI for an AI vision system, connecting its proprietary inspection software and cameras for mass-production defect detection and assembly verification.
Delivering Results Quickly
- Defective products affect overall yield and shipment efficiency.
- Production sites need efficient detection, analysis, and rapid presentation of results.
Needed a stable interface for presenting detection results.
Software and Hardware Integration
- The partner already has a mature inspection system.
- The hardware needs to integrate with their software and run on the production line long-term.
Needed an industrial HMI capable of running proprietary software.
Solution and architecture
AI Detection
The partner's AI detection camera works with deep learning algorithms to perform production inspection.
Industrial Interaction
reTerminal DM uses the Raspberry Pi open-source platform to integrate proprietary software, providing industrial interfaces and an HMI for factory use.
Solution components
See the solution in action
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