Deb / wio-shake-lift Public

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wio-shake-lift

Accelerometer

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Data (382 samples)

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lift.2g1tvs0c.s1

ID: 48647838

Label: lift

Sample length: 1s

shake.2g1trap7.s1

ID: 48647858

Label: shake

Sample length: 1s

shake.2g3hhvg5.s1

ID: 48647632

Label: shake

Sample length: 1s

shake.2g3hhvg5.s2

ID: 48647630

Label: shake

Sample length: 1s

lift.2g3h766h.s5

ID: 48647695

Label: lift

Sample length: 1s

shake.2g3hhvg5.s6

ID: 48647627

Label: shake

Sample length: 1s

shake.2g3hh16l.s5

ID: 48647636

Label: shake

Sample length: 1s

shake.2g1qgus4.s6

ID: 48647939

Label: shake

Sample length: 1s

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

View 3 other experiments

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

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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	25,978
No. of clones	1