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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edge.50

ID: 891783581

Label: edge

Sample length: 1s

new-no-sound.265

ID: 891794292

Label: on

Sample length: 1s

edge-tues.138

ID: 893285107

Label: edge

Sample length: 1s

new-no-sound.185

ID: 891794122

Label: on

Sample length: 1s

edge-tues.20

ID: 893285325

Label: edge

Sample length: 1s

edge.15

ID: 891783187

Label: edge

Sample length: 1s

center.109

ID: 891768853

Label: center

Sample length: 1s

on-tues.284

ID: 893092745

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

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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	216,219
No. of clones	5