Vineeth Kirandumkara / gesture_recognition Public

Target: Cortex-M4F 80MHz Clone this project

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gesture_recognition

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Data (121 samples)

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point.5pgne3l0.s2

ID: 1829268541

Label: point

Sample length: 2s

fist.5pemjjf4

ID: 1824284854

Label: fist

Sample length: 3s

fist.5peovk71.s3

ID: 1824332569

Label: fist

Sample length: 3s

fist.5peotkhi.s1

ID: 1824332555

Label: fist

Sample length: 3s

thumbsUp.5peojrnl.s4

ID: 1824331435

Label: thumbsUp

Sample length: 3s

point.5pgn9mg8.s3

ID: 1829266551

Label: point

Sample length: 2s

ok.5pemnasv

ID: 1824287103

Label: thumbsUp

Sample length: 3s

fist.5pen57ge

ID: 1824297617

Label: fist

Sample length: 3s

Model accuracy (Unoptimized (float32))

Validation set

92.0%

Test set

On-device performance (Cortex-M4F 80MHz, Quantized (int8))

Latency

11 ms.

Peak RAM usage

7.0K

Flash usage

40.9K

Run this model

On any device

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Dataset summary

Data collected

5m 3s

Sensors

thumb, index, middle @ 2Hz

Labels

fist, point, thumbsUp

Project info

Project ID	676662
License	3-Clause BSD
No. of views	77
No. of clones	1