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.3o8jj87f.s2

ID: 1766408021

Label: falling

Sample length: 1s

falling.3o8jck1q.s5

ID: 1766408085

Label: falling

Sample length: 1s

falling.3o8iitgs.s3

ID: 1766408175

Label: falling

Sample length: 1s

falling.3o8ik4ol.s2

ID: 1766408165

Label: falling

Sample length: 1s

falling.3o8jd32i.s5

ID: 1766408080

Label: falling

Sample length: 1s

falling.3o8j5ifv.s4

ID: 1766408140

Label: falling

Sample length: 1s

falling.3o8jfkdg.s4

ID: 1766408055

Label: falling

Sample length: 1s

falling.3o8jbg6g.s2

ID: 1766408091

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	3,145
No. of clones	1