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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PointerUpDown.510ip0c6

ID: 1062547367

Label: PointerUpDown

Sample length: 10s

Fist.5101155o

ID: 1062547275

Label: Fist

Sample length: 10s

Fist.510b8216

ID: 1062547294

Label: Fist

Sample length: 10s

Fist.510bj5vt

ID: 1062547288

Label: Fist

Sample length: 10s

Idle.5122ftqk

ID: 1062547300

Label: Idle

Sample length: 10s

MiddleUpDown.51202k1c

ID: 1062547320

Label: MiddleUpDown

Sample length: 10s

PointerUpDown.510ibf5r

ID: 1062547349

Label: PointerUpDown

Sample length: 10s

WristUpDown.51221nrs

ID: 1062547422

Label: WristUpDown

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	6,263
No. of clones	0