Chanuth Weeraratna Weeraratna / PianoAir Public

Target: Cortex-M4F 80MHz Clone this project

Welcome to Edge Impulse, the largest community of edge AI developers!
This is a public Edge Impulse project, use the navigation bar to see all data and models in this project; or clone to retrain or deploy to any edge device.

PianoAir

About this project

This public Edge Impulse project does not have a README yet. Clone this project to add new data or retrain this project, or to deploy this project to a device.

Data (183 samples)

View all

RingUpDown.5120otor

ID: 1062547386

Label: RingUpDown

Sample length: 10s

MiddleUpDown.511vurle

ID: 1062547316

Label: MiddleUpDown

Sample length: 10s

PinkyUpDown.51216eie

ID: 1062547342

Label: PinkyUpDown

Sample length: 10s

Fist.510bbsp9

ID: 1062547284

Label: Fist

Sample length: 10s

RingUpDown.5120nf76

ID: 1062547384

Label: RingUpDown

Sample length: 10s

WristUpDown.5121shl8

ID: 1062547417

Label: WristUpDown

Sample length: 10s

PinkyUpDown.51211dqm

ID: 1062547336

Label: PinkyUpDown

Sample length: 10s

WristUpDown.5121dh5f

ID: 1062547424

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

Scan QR code or launch in browser

Launch in browser

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	10,221
No. of clones	1