Brainchip / bc-pred-main-class 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.

bc-pred-main-class

Accelerometer

About this project

Project used in classification of accelerometer data taken for the Vibration Classification with Brainchip's Akida project.

Data (2,138 samples)

View all

edge.167

ID: 891783241

Label: edge

Sample length: 1s

edge.17

ID: 891783235

Label: edge

Sample length: 1s

new-no-sound.238

ID: 891794242

Label: on

Sample length: 1s

new-no-sound.227

ID: 891794210

Label: on

Sample length: 1s

edge-tues.142

ID: 893285123

Label: edge

Sample length: 1s

on-tues.4

ID: 893092801

Label: on

Sample length: 1s

edge-tues.28

ID: 893285583

Label: edge

Sample length: 1s

off-no-sound.106

ID: 891793208

Label: off

Sample length: 1s

Model accuracy (Unoptimized (float32))

Validation set

91.5%

Test set

91.8%

On-device performance (Cortex-M4F 80MHz, Quantized (int8))

Latency

1 ms.

Peak RAM usage

1.4K

Flash usage

15.9K

Run this model

On any device

Clone project

Dataset summary

Data collected

35m 38s

Sensors

accX, accY, accZ @ 100Hz

Labels

center, edge, off, on

Project info

Project ID	370583
License	Apache 2.0
No. of views	176,252
No. of clones	5