Zack Qattan / Brilliant Sole Gesture Recognizer Public

Target: Nordic nRF52840 DK (Cortex-M4F 64MHz) Clone this project

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Brilliant Sole Gesture Recognizer

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Data (279 samples)

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kick.576koqhh.s8

ID: 1215727842

Label: kick

Sample length: 700ms

stomp.576orjrc.s8

ID: 1215733486

Label: stomp

Sample length: 700ms

stomp.576osv2i.s10

ID: 1215733508

Label: stomp

Sample length: 700ms

kick.576kp6ed.s4

ID: 1215727827

Label: kick

Sample length: 700ms

kick.576odrlb.s1

ID: 1215733458

Label: kick

Sample length: 700ms

kick.576kpi3a.s4

ID: 1215727819

Label: kick

Sample length: 700ms

tap.576obarf.s2

ID: 1215733438

Label: tap

Sample length: 700ms

stomp.576otjt7.s9

ID: 1215733518

Label: stomp

Sample length: 700ms

Model accuracy (Unoptimized (float32))

Validation set

99.2%

Test set

On-device performance (Nordic nRF52840 DK (Cortex-M4F 64MHz), Quantized (int8))

Latency

14 ms.

Peak RAM usage

1.7K

Flash usage

16.6K

Run this model

On any device

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Dataset summary

Data collected

4m 6s

Sensors

linearAcceleration.x, linearAcceleration.y, linearAcceleration.z, gyroscope.x, gyroscope.y, gyroscope.z @ 50Hz

Labels

idle, kick, stomp, tap

Project info

Project ID	378589
License	Apache 2.0
No. of views	9,229
No. of clones	0