Smart Foot — End-to-End Embedded-ML Gait Analysis System by Muhammad Shafqat AshrafSmart Foot — End-to-End Embedded-ML Gait Analysis System by Muhammad Shafqat Ashraf

Smart Foot — End-to-End Embedded-ML Gait Analysis System

Muhammad Shafqat Ashraf

Muhammad Shafqat Ashraf

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Posted Aug 21, 2026

On-device TinyML gait classifier on ARM Cortex-M. 16-ch FSR sensing, bare-metal C, 91%+ accuracy on unseen subjects, <50ms inference.

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Timeline

Feb 21, 2024 - Dec 21, 2024

Clients

World Health Organization