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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walking.3mq8h99e

ID: 1766407993

Label: walking

Sample length: 10s

falling.3o8jar77.s1

ID: 1766408095

Label: falling

Sample length: 1s

falling.3o8ik4ol.s1

ID: 1766408164

Label: falling

Sample length: 1s

falling.3o8jbvnd.s3

ID: 1766408088

Label: falling

Sample length: 1s

falling.3o8j7stl.s4

ID: 1766408123

Label: falling

Sample length: 1s

falling.3o8jj87f.s5

ID: 1766408023

Label: falling

Sample length: 1s

falling.3o8jbg6g.s4

ID: 1766408092

Label: falling

Sample length: 1s

falling.3o8jdjdr.s5

ID: 1766408075

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

Run this model

On any device

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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	3,848
No. of clones	1