Originally published at: Build a Real-Time Visual Inspection Pipeline with NVIDIA TAO 6 and NVIDIA DeepStream 8 | NVIDIA Technical Blog
Building a robust visual inspection pipeline for defect detection and quality control is not easy. Manufacturers and developers often face challenges such as customizing general-purpose vision AI models for specialized domains, optimizing the model size on compute‑constrained edge devices, and deploying in real time for maximum inference throughput. NVIDIA Metropolis is a development platform for…
hi Can you guide MVP developmengt for below
Detects quality and SOP deviations in real time
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Alerts operators instantly (before defects propagate)
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Automatically generates audit-ready evidence and logs
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Plants typically see measurable reduction in rejections and rework within 30–60 days, without disrupting existing MES or ERP systems.
looking for FMCG usecase. kindly let us know
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