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.s2

ID: 1766408165

Label: falling

Sample length: 1s

falling.3o3t90e7.s1

ID: 1766408010

Label: falling

Sample length: 1s

falling.3o8ijgti.s4

ID: 1766408171

Label: falling

Sample length: 1s

falling.3o8ji96u.s4

ID: 1766408031

Label: falling

Sample length: 1s

walking.3mq8dkgj

ID: 1766407989

Label: walking

Sample length: 10s

falling.3o8jj87f.s5

ID: 1766408023

Label: falling

Sample length: 1s

falling.3o8jdjdr.s1

ID: 1766408072

Label: falling

Sample length: 1s

still.3mq8am3e

ID: 1766407985

Label: still

Sample length: 10s

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	1,655
No. of clones	1