Brainchip / bc-pred-main-anom Public

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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.174

ID: 893457490

Label: on

Sample length: 1s

center.201

ID: 893458420

Label: center

Sample length: 1s

on-tues.23

ID: 893457440

Label: on

Sample length: 1s

new-no-sound.220

ID: 893457686

Label: on

Sample length: 1s

off-no-sound.34

ID: 893457852

Label: off

Sample length: 1s

off-no-sound.220

ID: 893457921

Label: off

Sample length: 1s

new-no-sound.162

ID: 893457738

Label: on

Sample length: 1s

off-no-sound.143

ID: 893457993

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

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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	175,084
No. of clones	5