Chanuth Weeraratna Weeraratna / PianoAir Public

Target: Cortex-M4F 80MHz Clone this project

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PianoAir

About this project

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Data (183 samples)

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RingUpDown.5120em8p

ID: 1062547374

Label: RingUpDown

Sample length: 10s

RingUpDown.5120dvqo

ID: 1062547373

Label: RingUpDown

Sample length: 10s

WristUpDown.5121qkjo

ID: 1062547416

Label: WristUpDown

Sample length: 10s

ThumbUpDown.510ku5oq

ID: 1062547405

Label: ThumbUpDown

Sample length: 10s

MiddleUpDown.511vu8ai

ID: 1062547315

Label: MiddleUpDown

Sample length: 10s

PointerUpDown.510ij110

ID: 1062547359

Label: PointerUpDown

Sample length: 10s

PointerUpDown.510imibj

ID: 1062547365

Label: PointerUpDown

Sample length: 10s

Fist.510b4dfk

ID: 1062547280

Label: Fist

Sample length: 10s

Model accuracy (Unoptimized (float32))

Validation set

97.9%

Test set

85.6%

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

Latency

79 ms.

Peak RAM usage

9.6K

Flash usage

19.0K

Run this model

On any device

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Dataset summary

Data collected

30m 30s

Sensors

pointx, pointy, pointz, pinkx, pinky, pinkz, ringx, ringy, ringz, thumbx, thumby, thumbz, midx, midy, midz @ 141Hz

Labels

Fist, Idle, MiddleUpDown, PinkyUpDown, PointerUpDown and 3 others

Project info

Project ID	432625
License	Apache 2.0
No. of views	7,025
No. of clones	1