Justin Lutz / Rower Public

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

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Rower

Accelerometer

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Data (84 samples)

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hi-spm.json.2vbe9miv

ID: 111134095

Label: hi-spm

Sample length: 9s

hi-spm.json.2vbehu28

ID: 111134087

Label: hi-spm

Sample length: 10s

low-spm.json.2vbdt15h

ID: 111134114

Label: low-spm

Sample length: 10s

low-spm.json.2vbe40ap

ID: 111134105

Label: low-spm

Sample length: 9s

low-spm.json.2vbdts7r

ID: 111134110

Label: low-spm

Sample length: 10s

low-spm.json.2vbe5d8c

ID: 111134100

Label: low-spm

Sample length: 10s

easy.json.2vbdpdpb

ID: 111134115

Label: easy

Sample length: 9s

low-spm.json.2vbe0ubj

ID: 111134108

Label: low-spm

Sample length: 10s

Model accuracy (Unoptimized (float32))

Validation set

98.7%

Test set

98.5%

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

Latency

7 ms.

Peak RAM usage

3.1K

Flash usage

19.5K

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Dataset summary

Data collected

18m 26s

Sensors

accX, accY, accZ @ 100Hz

Labels

easy, hi-spm, low-spm

Project info

Project ID	90788
Project version	1
License	No license attached
No. of views	44,143
No. of clones	2