Chanuth Weeraratna Weeraratna / PianoAir Public

Target: Cortex-M4F 80MHz Clone this project

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PianoAir

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Data (183 samples)

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MiddleUpDown.511vvd08

ID: 1062547317

Label: MiddleUpDown

Sample length: 10s

WristUpDown.5121dh5f

ID: 1062547424

Label: WristUpDown

Sample length: 10s

ThumbUpDown.510kk6pe

ID: 1062547391

Label: ThumbUpDown

Sample length: 10s

Idle.5122j2b2

ID: 1062547306

Label: Idle

Sample length: 10s

Fist.5101155o

ID: 1062547275

Label: Fist

Sample length: 10s

MiddleUpDown.51209rif

ID: 1062547324

Label: MiddleUpDown

Sample length: 10s

Fist.510bkc9n

ID: 1062547293

Label: Fist

Sample length: 10s

MiddleUpDown.511vt3ei

ID: 1062547313

Label: MiddleUpDown

Sample length: 10s

Model accuracy (Unoptimized (float32))

Validation set

97.9%

Test set

85.6%

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

Latency

78 ms.

Peak RAM usage

9.6K

Flash usage

19.0K

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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	10,850
No. of clones	1