Deb / wio-shake-lift Public

Target: Cortex-M4F 80MHz Clone this project

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wio-shake-lift

Accelerometer

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Data (382 samples)

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shake.2g1qgus4.s7

ID: 48647938

Label: shake

Sample length: 1s

shake.2g1qket1.s4

ID: 48647920

Label: shake

Sample length: 1s

lift.2g3h4frc.s6

ID: 48647709

Label: lift

Sample length: 1s

noise.2g3g20gh.s2

ID: 48647784

Label: noise

Sample length: 1s

noise.2g3ftmek.s1

ID: 48647809

Label: noise

Sample length: 1s

shake.2g1tsjmf.s2

ID: 48647850

Label: shake

Sample length: 1s

noise.2g3ho76g.s7

ID: 48647584

Label: noise

Sample length: 1s

noise.2g3g37oi.s1

ID: 48647778

Label: noise

Sample length: 1s

Model accuracy, Time series data, Spectral Analysis (initial classifier), Classification (Keras) #4 (final NN) (Unoptimized (float32))

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Validation set

100.0%

Test set

100.0%

On-device performance (Cortex-M4F 80MHz, Unoptimized (float32))

Latency

6 ms.

Peak RAM usage

4.3K

Flash usage

19.1K

Run this model

On any device

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Dataset summary

Data collected

6m 23s

Sensors

accX, accY, accZ @ 100Hz

Labels

lift, noise, shake

Project info

Project ID	48805
Project version	4
License	No license attached
No. of views	18,608
No. of clones	1