moises / ws-brasil-final-project Public

Target: Arduino Nicla Vision (Cortex-M7 480MHz) Clone this project

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ws-brasil-final-project

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Data (54 samples)

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stomach.53ka227l

ID: 1104131272

Label: stomach

Sample length: 5s

stomach.53k9vohr

ID: 1104129596

Label: stomach

Sample length: 5s

stomach.53ka72e2

ID: 1104135166

Label: stomach

Sample length: 5s

shoulder-left.53k9s2ku

ID: 1104126944

Label: shoulder-left

Sample length: 5s

idle.53kak8ee

ID: 1104141803

Label: idle

Sample length: 5s

stomach.53ka2h00

ID: 1104131596

Label: stomach

Sample length: 5s

idle.53kalf81

ID: 1104142590

Label: idle

Sample length: 5s

stomach.53ka67hp

ID: 1104134643

Label: stomach

Sample length: 5s

Model accuracy (Unoptimized (float32))

Validation set

90.5%

Test set

On-device performance (Arduino Nicla Vision (Cortex-M7 480MHz), Unoptimized (float32))

Latency

5 ms.

Peak RAM usage

3.8K

Flash usage

18.5K

Run this model

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Dataset summary

Data collected

4m 35s

Sensors

accX, accY, accZ, gyrX, gyrY, gyrZ @ 62.5Hz

Labels

idle, shoulder-left, stomach

Project info

Project ID	494730
License	Apache 2.0
No. of views	2,941
No. of clones	4