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-9

ID: 895504685

Label: edge

Sample length: 1s

edge-tues.43

ID: 893285693

Label: edge

Sample length: 1s

center-tues.235

ID: 893348845

Label: center

Sample length: 1s

new-no-sound.198

ID: 891794146

Label: on

Sample length: 1s

center-tues.189

ID: 893348515

Label: center

Sample length: 1s

off-no-sound.214

ID: 891793450

Label: off

Sample length: 1s

edge-tues.263

ID: 893285503

Label: edge

Sample length: 1s

new-no-sound.85

ID: 891794492

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	216,218
No. of clones	5