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AI Under Stress

Robustness, occlusion, poor capture, domain shift and failure analysis: what movement AI does when the world stops cooperating.

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  1. 01
    A walking skeleton beside the camera frame it was read from, with one estimated joint sitting off the body.
    AI Under Stress · 01Movement intelligence

    When Pose Estimation Lies

    GaitAI Research

    Pose estimators almost always return a plausible skeleton. The failures that matter are the ones that still look like a person: a misplaced ankle, crossed legs, a foot that vanishes — and every gait measure downstream inherits them.

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