AIHacker Noonabout 4 hours ago
Reliability Testing for Fleet Camera Image Quality Drift
17 min read
Reliability testing compresses years of environmental stress into lab validation for fleet cameras. Temperature, vibration, and corrosion cause gradual image quality drift, including focus shift and MTF degradation, which harms edge AI perception. A Reliability Budget quantifies stress impacts from environmental factors through optical performance to AI accuracy.
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