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.3o8jbvnd.s5

ID: 1766408089

Label: falling

Sample length: 1s

falling.3o8jfkdg.s5

ID: 1766408056

Label: falling

Sample length: 1s

falling.3o8jac43.s1

ID: 1766408101

Label: falling

Sample length: 1s

falling.3o8ji96u.s3

ID: 1766408030

Label: falling

Sample length: 1s

falling.3o8jhorq.s3

ID: 1766408034

Label: falling

Sample length: 1s

falling.3o8jh7t1.s2

ID: 1766408039

Label: falling

Sample length: 1s

falling.3o8iiavp.s3

ID: 1766408178

Label: falling

Sample length: 1s

still.3mq86pft

ID: 1766407980

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	4,310
No. of clones	1