Deb / wio-shake-lift Public

Target: Cortex-M4F 80MHz Clone this project

Welcome to Edge Impulse, the largest community of edge AI developers!
This is a public Edge Impulse project, use the navigation bar to see all data and models in this project; or clone to retrain or deploy to any edge device.

wio-shake-lift

Accelerometer

About this project

This public Edge Impulse project does not have a README yet. Clone this project to add new data or retrain this project, or to deploy this project to a device.

Data (382 samples)

View all

shake.2g3hh16l.s3

ID: 48647638

Label: shake

Sample length: 1s

shake.2g1qket1.s6

ID: 48647918

Label: shake

Sample length: 1s

lift.2g3h5lpm.s2

ID: 48647706

Label: lift

Sample length: 1s

noise.2g3g0mde.s3

ID: 48647791

Label: noise

Sample length: 1s

noise.2g3fv8pu.s4

ID: 48647798

Label: noise

Sample length: 1s

lift.2g3h5lpm.s5

ID: 48647703

Label: lift

Sample length: 1s

lift.2g1rq7ig.s7

ID: 48647875

Label: lift

Sample length: 1s

shake.2g1u2llo.s5

ID: 48647821

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

Run this model

On any device

Clone project

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	22,124
No. of clones	1