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Four Snags in Initial Jetson Orin Nano Setup
Four common snags in initial Jetson Orin Nano setup -- DisplayPort-only video output, QSPI firmware mismatch, SD/NVMe boot conflicts, and power-mode defaults.
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Deep Learning vs. Rule-Based Algorithms: When to Use Which
A practical comparison of rule-based vision algorithms and deep learning, with clear criteria for which fits which inspection condition -- and why splitting roles beats picking one.
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Machine-Vision Inspection: Physics Comes Before Software
Three physical quantities -- optical resolution, motion blur during exposure, and depth of field -- decide whether machine-vision inspection succeeds, before any algorithm work matters.
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Six Machine-Vision Lighting Methods and How to Choose
Six industrial machine-vision lighting methods -- ring, bar, coaxial, back, dome, and low-angle -- with clear criteria for which fits which inspection target and surface.
