Deployment readiness deck for vision systems
Recall the minimum documentation and risk checks for a computer-vision deployment.
Launch check CARD What does CARD check before a vision launch? Docs pair Model card vs. dataset datasheet: what is the difference? Use both: a model can only be understood through its training and evaluation data. Launch pressure "The pilot passed, can we use it in every site now?" Only one site and daytime lighting were validated. Your line The model card supports site A daytime use. Expanding sites needs a validation slice for each new camera and lighting condition. Treating one pilot context as universal evidence. It distinguishes demonstrated use from assumed use. Monitoring What are the minimum monitoring…
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