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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ThumbUpDown.510kr4i1

ID: 1062547400

Label: ThumbUpDown

Sample length: 10s

WristUpDown.5121fok9

ID: 1062547408

Label: WristUpDown

Sample length: 10s

RingUpDown.5120iosj

ID: 1062547379

Label: RingUpDown

Sample length: 10s

WristUpDown.5121h561

ID: 1062547410

Label: WristUpDown

Sample length: 10s

ThumbUpDown.510kk6pe

ID: 1062547391

Label: ThumbUpDown

Sample length: 10s

PointerUpDown.510ijjf9

ID: 1062547361

Label: PointerUpDown

Sample length: 10s

Idle.5122gek3

ID: 1062547301

Label: Idle

Sample length: 10s

PinkyUpDown.5120vbvs

ID: 1062547335

Label: PinkyUpDown

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	7,224
No. of clones	1