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

MiddleUpDown.5120c0pk

ID: 1062547329

Label: MiddleUpDown

Sample length: 10s

MiddleUpDown.512036tl

ID: 1062547322

Label: MiddleUpDown

Sample length: 10s

WristUpDown.5121lpg1

ID: 1062547412

Label: WristUpDown

Sample length: 10s

Idle.5122gek3

ID: 1062547301

Label: Idle

Sample length: 10s

Idle.5122j2b2

ID: 1062547306

Label: Idle

Sample length: 10s

MiddleUpDown.511vu8ai

ID: 1062547315

Label: MiddleUpDown

Sample length: 10s

PinkyUpDown.5120u6pd

ID: 1062547331

Label: PinkyUpDown

Sample length: 10s

ThumbUpDown.510kn0u1

ID: 1062547394

Label: ThumbUpDown

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

Clone project

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	7,219
No. of clones	1