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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noise.2g3g4932.s2

ID: 48647769

Label: noise

Sample length: 1s

noise.2g3g5g9g.s6

ID: 48647760

Label: noise

Sample length: 1s

shake.2g1tqa61.s1

ID: 48647867

Label: shake

Sample length: 1s

shake.2g1tsjmf.s7

ID: 48647847

Label: shake

Sample length: 1s

noise.2g3g726i.s1

ID: 48647755

Label: noise

Sample length: 1s

lift.2g1rq7ig.s7

ID: 48647875

Label: lift

Sample length: 1s

noise.2g3hk7am.s5

ID: 48647610

Label: noise

Sample length: 1s

lift.2g1qmj1i.s5

ID: 48647904

Label: lift

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

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	18,527
No. of clones	1