Brainchip / bc-pred-main-anom 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-anom

Accelerometer

About this project

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

Data (2,086 samples)

View all

on-tues.296

ID: 893457382

Label: on

Sample length: 1s

edge.109

ID: 893458260

Label: edge

Sample length: 1s

edge.206

ID: 893458178

Label: edge

Sample length: 1s

off-no-sound.142

ID: 893457992

Label: off

Sample length: 1s

center.50

ID: 893458314

Label: center

Sample length: 1s

on-tues.163

ID: 893457503

Label: on

Sample length: 1s

edge-tues.261

ID: 893457178

Label: edge

Sample length: 1s

on-tues.10

ID: 893457556

Label: on

Sample length: 1s

Model accuracy (Unoptimized (float32))

Validation set

Test set

On-device performance (Cortex-M4F 80MHz, Unoptimized (float32))

Latency

11 ms.

Peak RAM usage

1.9K

Flash usage

Run this model

Scan QR code or launch in browser

Launch in browser

Dataset summary

Data collected

34m 46s

Sensors

accX, accY, accZ @ 100Hz

Labels

center, edge, off, on

Project info

Project ID	370971
License	Apache 2.0
No. of views	250,928
No. of clones	8