Marconi Jiang / MarconiJiang-project-1 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.

MarconiJiang-project-1

Audio

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 (56 samples)

View all

forward.263bnkfh

ID: 29478267

Label: forward

Sample length: 1s

right.263bud7a

ID: 29478253

Label: right

Sample length: 1s

forward.263bmd3m

ID: 29478270

Label: forward

Sample length: 1s

stop.263bv1ai

ID: 29478255

Label: stop

Sample length: 1s

right.263btnen

ID: 29478262

Label: right

Sample length: 1s

left.263ebahb

ID: 29478223

Label: left

Sample length: 1s

stop.263g43b1

ID: 29478207

Label: stop

Sample length: 1s

forward.263bo78i

ID: 29478266

Label: forward

Sample length: 1s

Model accuracy (Unoptimized (float32))

Validation set

91.7%

Test set

72.5%

On-device performance (Cortex-M4F 80MHz, Quantized (int8))

Latency

358 ms.

Peak RAM usage

17.1K

Flash usage

55.1K

Run this model

On any device

Clone project

Dataset summary

Data collected

57s

Sensor

audio @ 16KHz

Labels

forward, left, right, stop

Project info

Project ID	31223
Project version	6
License	No license attached
No. of views	8,598
No. of clones	2