Brainchip / bc-pred-main-class Public

Target: Cortex-M4F 80MHz Clone this project

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bc-pred-main-class

Accelerometer

About this project

Project used in classification of accelerometer data taken for the Vibration Classification with Brainchip's Akida project.

Data (2,138 samples)

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center.238

ID: 891769143

Label: center

Sample length: 1s

new-no-sound.272

ID: 891794318

Label: on

Sample length: 1s

center.160

ID: 891768977

Label: center

Sample length: 1s

off-no-sound.145

ID: 891793300

Label: off

Sample length: 1s

center.222

ID: 891769111

Label: center

Sample length: 1s

on-3

ID: 895495328

Label: on

Sample length: 1s

center-tues.273

ID: 893349107

Label: center

Sample length: 1s

on-tues.101

ID: 893092343

Label: on

Sample length: 1s

Model accuracy (Unoptimized (float32))

Validation set

91.5%

Test set

91.8%

On-device performance (Cortex-M4F 80MHz, Quantized (int8))

Latency

1 ms.

Peak RAM usage

1.4K

Flash usage

15.9K

Run this model

On any device

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Dataset summary

Data collected

35m 38s

Sensors

accX, accY, accZ @ 100Hz

Labels

center, edge, off, on

Project info

Project ID	370583
License	Apache 2.0
No. of views	157,158
No. of clones	5