Ethan Low / TerRanger Public

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

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TerRanger

About this project

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Data (194 samples)

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true.5utfu3cg.s7

ID: 2012394503

Label: true

Sample length: 1s

true.5utft8f5.s3

ID: 2012396403

Label: true

Sample length: 1s

true.5ut91l19.s1

ID: 2010740076

Label: true

Sample length: 2s

false.5utg1lhc.s3

ID: 2012387749

Label: false

Sample length: 2s

double_tap.5ut5drog.s5

ID: 2010683982

Label: true

Sample length: 2s

false.5utg0tlt.s4

ID: 2012387809

Label: false

Sample length: 2s

true.5utf1eep.s3

ID: 2012436151

Label: true

Sample length: 2s

false.5ut633fm.s3

ID: 2010689426

Label: false

Sample length: 2s

Model accuracy, CNN (Unoptimized (float32))

View 2 other experiments

Validation set

90.8%

Test set

96.7%

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

Latency

21 ms.

Peak RAM usage

4.3K

Flash usage

35.5K

Run this model

On any device

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Dataset summary

Data collected

5m 60s

Sensors

accX, accY, accZ, gyrX, gyrY, gyrZ, magX, magY, magZ @ 100Hz

Labels

false, true

Project info

Project ID	732758
License	3-Clause BSD
No. of views	530
No. of clones	0