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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shoulder-left.53k9q64u

ID: 1104125893

Label: shoulder-left

Sample length: 5s

stomach.53ka7rrd

ID: 1104135497

Label: stomach

Sample length: 5s

shoulder-left.53ka5le6

ID: 1104134219

Label: shoulder-left

Sample length: 5s

idle.53kanmb2

ID: 1104143903

Label: idle

Sample length: 5s

shoulder-left.53k9qt16

ID: 1104126193

Label: shoulder-left

Sample length: 5s

shoulder-left.53k9sdu4

ID: 1104127232

Label: shoulder-left

Sample length: 5s

shoulder-left.53ka57lh

ID: 1104133886

Label: shoulder-left

Sample length: 5s

shoulder-left.53k9qhn1

ID: 1104126054

Label: shoulder-left

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

On any device

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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	2,017
No. of clones	4