Michael Adu-Gyamfi / LifeGuard Public

Target: Arduino Nicla Vision (Cortex-M7 480MHz) Clone this project

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LifeGuard

Accelerometer

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Data (284 samples)

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falling.3o8je2pj.s7

ID: 1766408071

Label: falling

Sample length: 1s

falling.3o8j77ke.s3

ID: 1766408127

Label: falling

Sample length: 1s

falling.3o8jd32i.s4

ID: 1766408079

Label: falling

Sample length: 1s

falling.3o8jdjdr.s2

ID: 1766408073

Label: falling

Sample length: 1s

falling.3o8jh7t1.s1

ID: 1766408038

Label: falling

Sample length: 1s

falling.3o8jj87f.s1

ID: 1766408020

Label: falling

Sample length: 1s

falling.3o3t3udn.s1

ID: 1766408012

Label: falling

Sample length: 1s

falling.3o8j5ifv.s5

ID: 1766408141

Label: falling

Sample length: 1s

Model accuracy (Unoptimized (float32))

Validation set

100.0%

Test set

99.5%

On-device performance (Arduino Nicla Vision (Cortex-M7 480MHz), Quantized (int8))

Latency

2 ms.

Peak RAM usage

1.8K

Flash usage

17.0K

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Dataset summary

Data collected

18m 5s

Sensors

accX, accY, accZ @ 10Hz

Labels

falling, still, unknown, walking

Project info

Project ID	657930
License	3-Clause BSD
No. of views	5,353
No. of clones	1