Brainchip / bc-pred-main-anom Public

Target: Cortex-M4F 80MHz Clone this project

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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)

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off-no-sound.51

ID: 893457836

Label: off

Sample length: 1s

center-tues.69

ID: 893456875

Label: center

Sample length: 1s

edge-tues.221

ID: 893457213

Label: edge

Sample length: 1s

edge-tues.276

ID: 893457165

Label: edge

Sample length: 1s

new-no-sound.30

ID: 893457618

Label: on

Sample length: 1s

edge.255

ID: 893458134

Label: edge

Sample length: 1s

new-no-sound.258

ID: 893457654

Label: on

Sample length: 1s

edge.127

ID: 893458247

Label: edge

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

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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	147,502
No. of clones	3