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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lift.2g1rnbtl.s2

ID: 48647894

Label: lift

Sample length: 1s

shake.2g1qi766.s4

ID: 48647933

Label: shake

Sample length: 1s

noise.2g3g726i.s7

ID: 48647748

Label: noise

Sample length: 1s

lift.2g3gbvul.s2

ID: 48647729

Label: lift

Sample length: 1s

noise.2g3g8j65.s6

ID: 48647742

Label: noise

Sample length: 1s

shake.2g1trap7.s6

ID: 48647853

Label: shake

Sample length: 1s

lift.2g3h8otg.s7

ID: 48647685

Label: lift

Sample length: 1s

lift.2g3h766h.s1

ID: 48647700

Label: lift

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

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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	18,474
No. of clones	1