PRODUCTION & QA/QC
Industry Challenges
High-speed production lines are compromised by inspection blind spots where conventional vision and cloud latency fail to detect defects on complex, reflective geometries, forcing an unacceptable trade-off between throughput speed and quality integrity.
Use Cases & Capability Mapping
Transparent Object Perception + Low Latency (edge) + Pose/Shape Detection + Hardware Agnostic deployment
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Meridian's transparent and complex object perception enables real-time QA of glass bottles, plastic packaging, vials, and light bulbs at production speed; addressing a documented capability gap
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On-device processing eliminates cloud round-trip latency, enabling pass/reject decisions within the performance window required by high-speed conveyor systems without sacrificing detection accuracy
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Pose/Shape Detection combined with Reality Capture provides 3D product verification from multiple camera angles, catching orientation-dependent defects that single-viewpoint systems miss
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Reality Capture validates that product labels, fill levels, and packaging conform to specifications, integrating with line control systems for automated rejection