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.53ka1be9

ID: 1104130737

Label: stomach

Sample length: 5s

idle.53kams7o

ID: 1104143483

Label: idle

Sample length: 5s

idle.53kanb1k

ID: 1104143740

Label: idle

Sample length: 5s

shoulder-left.53k9sprc

ID: 1104127477

Label: shoulder-left

Sample length: 5s

stomach.53k9vd1d

ID: 1104129326

Label: stomach

Sample length: 5s

idle.53kal04q

ID: 1104142293

Label: idle

Sample length: 5s

stomach.53k9vohr

ID: 1104129596

Label: stomach

Sample length: 5s

stomach.53ka6kob

ID: 1104134968

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

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	3,393
No. of clones	4