Edge Impulse Inc. / sklearn SVM Classification Public

Target: Cortex-M7 216MHz 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.

sklearn SVM Classification

Accelerometer

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 (223 samples)

View all

fistbump.6.12blm560

ID: 846186908

Label: fistbump

Sample length: 5s

updown.2.12bg73ph

ID: 846186802

Label: updown

Sample length: 5s

snake.snake0.rsi2fm2

ID: 846186873

Label: snake

Sample length: 10s

fistbump.3.12bh6mav

ID: 846186922

Label: fistbump

Sample length: 5s

updown.1tk3negp.ingestion-99d59679d-btjff

ID: 846186811

Label: updown

Sample length: 3s

updown.1ie3gvrp.ingestion-6c96c67584-7z9xd

ID: 846186828

Label: updown

Sample length: 3s

snake.snake7.rsi2ho9

ID: 846186867

Label: snake

Sample length: 10s

updown.1thgu7nq.ingestion-99d59679d-79kdk

ID: 846186813

Label: updown

Sample length: 3s

Model accuracy (Unoptimized (float32))

Validation set

100.0%

Test set

100.0%

On-device performance (Cortex-M7 216MHz, Unoptimized (float32))

Latency

6 ms.

Peak RAM usage

5.5K

Flash usage

39.4K

Run this model

Scan QR code or launch in browser

Launch in browser

Dataset summary

Data collected

23m 21s

Sensors

accX, accY, accZ @ 62.5Hz

Labels

drink, fistbump, idle, snake, updown, wave

Project info

Project ID	357674
Project version	2
License	BSD 3-Clause Clear
No. of views	45,737
No. of clones	23