Robert Werner / waveAction Public

Target: Cortex-M4F 80MHz Clone this project

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waveAction

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Data (80 samples)

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synthetic_wave_acceleration_gravity.s12.s5

ID: 1708265103

Label: rough

Sample length: 200ms

synthetic_wave_acceleration_gravity.s11.s1

ID: 1708265113

Label: rough

Sample length: 200ms

synthetic_wave_acceleration_gravity.s9.s8

ID: 1708265112

Label: moderate

Sample length: 200ms

synthetic_wave_acceleration_gravity.s9.s6

ID: 1708265110

Label: moderate

Sample length: 200ms

synthetic_wave_acceleration_gravity.s6.s1

ID: 1708265367

Label: moderate

Sample length: 200ms

synthetic_wave_acceleration_gravity.s8.s4

ID: 1708265122

Label: moderate

Sample length: 200ms

synthetic_wave_acceleration_gravity.s2.s4

ID: 1708270869

Label: calm

Sample length: 200ms

synthetic_wave_acceleration_gravity.s7.s2

ID: 1708265128

Label: moderate

Sample length: 200ms

Model accuracy (Unoptimized (float32))

Validation set

92.3%

Test set

60.2%

On-device performance (Cortex-M4F 80MHz, Unoptimized (float32))

Latency

1 ms.

Peak RAM usage

1.4K

Flash usage

13.6K

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Dataset summary

Data collected

22s

Sensor

acceleration_z (m/s²) @ 50Hz

Labels

calm, moderate, rough

Project info

Project ID	641730
License	3-Clause BSD
No. of views	4,356
No. of clones	2