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Articles tagged with #deep-learning
Deploy an inspection model by measuring the complete trigger-to-decision pipeline, tail latency, thermal stability, precision changes, and recovery. A neural network reports 6 ms inference time, yet t
Choose an operating threshold from false-accept and false-reject costs, representative score distributions, precision–recall behaviour, and production monitoring. A classifier uses the default 0.5 thr
A decision framework for choosing deterministic vision, learned models, or a hybrid inspection architecture. A project team collects thousands of images for a deep-learning model, then discovers that
A deployment method for learning acceptable appearance while controlling false alarms, unseen variation, and production drift. A factory has millions of good parts and only a handful of defective exam
