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

center.181

ID: 893458437

Label: center

Sample length: 1s

center.51

ID: 893458315

Label: center

Sample length: 1s

center-tues.267

ID: 893456935

Label: center

Sample length: 1s

on-tues.213

ID: 893457457

Label: on

Sample length: 1s

off-no-sound.178

ID: 893457964

Label: off

Sample length: 1s

on-tues.47

ID: 893457365

Label: on

Sample length: 1s

edge.280

ID: 893458111

Label: edge

Sample length: 1s

off-no-sound.53

ID: 893457835

Label: off

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	231,394
No. of clones	6