Eric Bubar / TremorDuino Public

Target: Arduino Nano 33 BLE Sense (Cortex-M4F 64MHz) Clone this project

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TremorDuino

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Data (60 samples)

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tremorupdown.40f8gc7r

ID: 280542627

Label: tremorupdown

Sample length: 10s

tremorleftright.40f8jf73

ID: 280542620

Label: tremorleftright

Sample length: 10s

idle.40f83m9v

ID: 280542658

Label: idle

Sample length: 10s

updown.40f7v3n1

ID: 280542668

Label: updown

Sample length: 10s

tremoridle.40f89qh4

ID: 280542641

Label: tremoridle

Sample length: 10s

tremoridle.40f8alcm

ID: 280542638

Label: tremoridle

Sample length: 10s

idle.40f81usu

ID: 280542662

Label: idle

Sample length: 10s

tremorleftright.40f8kpr6

ID: 280542613

Label: tremorleftright

Sample length: 10s

Model accuracy (Unoptimized (float32))

Validation set

96.3%

Test set

On-device performance (Arduino Nano 33 BLE Sense (Cortex-M4F 64MHz), Quantized (int8))

Latency

43 ms.

Peak RAM usage

12.8K

Flash usage

16.9K

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Dataset summary

Data collected

9m 57s

Sensors

ax, ay, az @ 95Hz

Labels

idle, leftright, tremoridle, tremorleftright, tremorupdown, updown

Project info

Project ID	226795
Project version	1
License	Apache 2.0
No. of views	3,735
No. of clones	0