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Fleet-wide computer vision lifecycle at the edge with SageMaker SDK v3

Fleet-wide computer vision needs a model per camera, not one model for the whole fleet. This post presents a working Amazon SageMaker SDK v3 reference architecture that trains, quality-gates, compiles per-camera models with SageMaker Neo, and versions thousands of them, with an AWS Step Functions l…

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  1. 2026-10-26 17:56 · AWS Machine Learning Blog
    Fleet-wide computer vision lifecycle at the edge with SageMaker SDK v3

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