Rodolfo Cossovich / gesto-umi Public

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

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gesto-umi

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Data (69 samples)

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umi-big.693dgckj.s30.s31.s11

ID: 2421762489

Label: big

Sample length: 400ms

umi-small.693do1ph.s29.s29.s17

ID: 2421762441

Label: small

Sample length: 400ms

umi-big.693dgckj.s30.s31.s14

ID: 2421762494

Label: big

Sample length: 400ms

umi-big.693dgckj.s30.s31.s12

ID: 2421762491

Label: big

Sample length: 400ms

umi-small.693do1ph.s29.s29.s3

ID: 2421762419

Label: small

Sample length: 400ms

umi-big.693dgckj.s30.s31.s13

ID: 2421762493

Label: big

Sample length: 400ms

umi-big.693dgckj.s30.s31.s31

ID: 2421762516

Label: big

Sample length: 400ms

umi-big.693dgckj.s30.s31.s9

ID: 2421762486

Label: big

Sample length: 400ms

Model accuracy (Unoptimized (float32))

Validation set

95.5%

Test set

81.0%

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

Latency

35 ms.

Peak RAM usage

10.6K

Flash usage

47.5K

Run this model

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Dataset summary

Data collected

1m 28s

Sensors

ax, ay, az, gx, gy, gz @ 50Hz

Labels

big, idle, small

Project info

Project ID	827156
License	3-Clause BSD
No. of views	1,110
No. of clones	3