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.2g3h766h.s8

ID: 48647693

Label: lift

Sample length: 1s

lift.2g1rohv7.s2

ID: 48647887

Label: lift

Sample length: 1s

lift.2g3gdmqb.s7

ID: 48647716

Label: lift

Sample length: 1s

noise.2g3hj6um.s7

ID: 48647620

Label: noise

Sample length: 1s

lift.2g3h4frc.s2

ID: 48647713

Label: lift

Sample length: 1s

shake.2g3hhvg5.s6

ID: 48647627

Label: shake

Sample length: 1s

noise.2g3hj6um.s2

ID: 48647623

Label: noise

Sample length: 1s

noise.2g3hmu1n.s3

ID: 48647596

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

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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	27,210
No. of clones	1