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

off-no-sound.257

ID: 893457893

Label: off

Sample length: 1s

off-no-sound.195

ID: 893457948

Label: off

Sample length: 1s

on-tues.113

ID: 893457544

Label: on

Sample length: 1s

edge-tues.114

ID: 893457303

Label: edge

Sample length: 1s

on-tues.84

ID: 893457332

Label: on

Sample length: 1s

off-no-sound.85

ID: 893457807

Label: off

Sample length: 1s

edge-tues.217

ID: 893457217

Label: edge

Sample length: 1s

off-no-sound.72

ID: 893457821

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

On any device

Clone project

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	124,583
No. of clones	2