Ekene / Left Foot Move Classification Public

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Left Foot Move Classification

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Data (55 samples)

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LFWS4

ID: 919597318

Label: Left Foot Spin

Sample length: 2s

LCS2

ID: 919596944

Label: Left Foot Spin

Sample length: 1s

LFJ8

ID: 919597324

Label: Left Foot Jump

Sample length: 400ms

LLJ7

ID: 919597329

Label: Left Foot Jump

Sample length: 600ms

LBS3

ID: 919596948

Label: Left Foot Spin

Sample length: 3s

LLJ4

ID: 919597327

Label: Left Foot Jump

Sample length: 800ms

LLJ6

ID: 919597333

Label: Left Foot Jump

Sample length: 300ms

LWJ5

ID: 919597328

Label: Left Foot Jump

Sample length: 300ms

Model accuracy (Unoptimized (float32))

Validation set

100.0%

Test set

90.5%

On-device performance (Cortex-M7 216MHz, Quantized (int8))

Latency

1 ms.

Peak RAM usage

1.4K

Flash usage

16.3K

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Dataset summary

Data collected

1m 23s

Sensors

L_AccX(g), L_AccY(g), L_AccZ(g), L_AsX(°/s), L_AsY(°/s), L_AsZ(°/s) @ 10Hz

Labels

Left Foot Jump, Left Foot Spin

Project info

Project ID	376962
License	Apache 2.0
No. of views	4,713
No. of clones	1