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)

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edge-tues.57

ID: 893457119

Label: edge

Sample length: 1s

center.78

ID: 893458290

Label: center

Sample length: 1s

edge-tues.63

ID: 893457111

Label: edge

Sample length: 1s

off-no-sound.231

ID: 893457914

Label: off

Sample length: 1s

off-no-sound.69

ID: 893457822

Label: off

Sample length: 1s

on-tues.198

ID: 893457470

Label: on

Sample length: 1s

on-tues.38

ID: 893457372

Label: on

Sample length: 1s

center-tues.39

ID: 893456900

Label: center

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	195,966
No. of clones	5