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.3o8ik4ol.s6

ID: 1766408168

Label: falling

Sample length: 1s

falling.3o8jbvnd.s5

ID: 1766408089

Label: falling

Sample length: 1s

falling.3o8j9t2v.s4

ID: 1766408109

Label: falling

Sample length: 1s

still.3mq8camm

ID: 1766407988

Label: still

Sample length: 10s

falling.3o8jgme7.s5

ID: 1766408046

Label: falling

Sample length: 1s

falling.3o8jejrn.s5

ID: 1766408065

Label: falling

Sample length: 1s

falling.3o3t54qv.s1

ID: 1766408011

Label: falling

Sample length: 1s

falling.3o8j77ke.s5

ID: 1766408128

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	1,658
No. of clones	1