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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easy.json.2vbdl4pt

ID: 111134122

Label: easy

Sample length: 10s

low-spm.json.2vd1ido9

ID: 111134074

Label: low-spm

Sample length: 28s

easy.json.2vbdpvko

ID: 111134113

Label: easy

Sample length: 10s

easy.json.2vbdgqh3

ID: 111134124

Label: easy

Sample length: 9s

low-spm.json.2vd1jqs6

ID: 111134075

Label: low-spm

Sample length: 28s

low-spm.json.2vbe2k47

ID: 111134103

Label: low-spm

Sample length: 10s

low-spm.json.2vbdr3ri

ID: 111134112

Label: low-spm

Sample length: 9s

hi-spm.json.2vbeierj

ID: 111134090

Label: hi-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

Run this model

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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	34,888
No. of clones	2