Walk terrain classification - Spectral features - Edge Impulse

Edge Impulse Experts / Walk terrain classification Public

Target: Nordic nRF52840 DK (Cortex-M4F 64MHz) Clone this project

Parameters

Training set

Data in training set

3m 28s

Classes

4 (downhill_surface, flat_surface, no_motion, uphill_surface)

Training windows

208

Normalize features

Feature generation output

Feature explorer

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Feature importance

Ax Spectral Power 1.56 - 4.69 Hz

Ax Spectral Kurtosis

Az Spectral Power 1.56 - 4.69 Hz

Az Spectral Power 7.81 - 10.94 Hz

Ax Skewness

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On-device performance

Processing time

8 ms.

Peak RAM usage

1 KB

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	Name
	Solo Githu