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.263e80gs

ID: 29478225

Label: forward

Sample length: 1s

right.test.263cgja3

ID: 29478249

Label: right

Sample length: 1s

left.263g6qno

ID: 29478210

Label: left

Sample length: 1s

forward.263bnkfh

ID: 29478267

Label: forward

Sample length: 1s

left.263ebp48

ID: 29478220

Label: left

Sample length: 1s

left.263e94jq

ID: 29478224

Label: left

Sample length: 1s

forward.263e7eeg

ID: 29478228

Label: forward

Sample length: 1s

right.263g8ob0

ID: 29478202

Label: right

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

Scan QR code or launch in browser

Launch in browser

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	12,235
No. of clones	2