MATLAB: Synthetic Data Generation - Continuous motion recognition - Spectral features - Edge Impulse

Eoin / MATLAB: Synthetic Data Generation - Continuous motion recognition Public

Target: Cortex-M4F 80MHz Clone this project

Parameters

Training set

Data in training set

6h 42m 10s

Classes

4 (idle, snake, updown, wave)

Training windows

24,091

Normalize features

Feature generation output

Feature explorer

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Feature importance

acc_z Spectral Power 17.58 - 21.48 Hz

acc_y Spectral Power 21.48 - 25.39 Hz

acc_y Spectral Power 1.95 - 5.86 Hz

acc_y Spectral Power 5.86 - 9.77 Hz

acc_x Spectral Power 21.48 - 25.39 Hz

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On-device performance

Processing time

7 ms.

Peak RAM usage

1 KB

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	Name
	Eoin Edge Impulse staff