Timo Czotscher / sop-202_ 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.

sop-202_

Keyword spotting

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 (298 samples)

View all

jNCfyhdrnJQ

ID: 115271932

Label: diesel

Sample length: 10s

1tygYN__JtU

ID: 115272951

Label: gas

Sample length: 10s

0Dbbhft6oRo

ID: 115272959

Label: gas

Sample length: 10s

trRrNAjaIg4

ID: 115272766

Label: gas

Sample length: 10s

5lO0mRr5mrs

ID: 115272916

Label: gas

Sample length: 10s

_nvBNi1pNFE

ID: 115272798

Label: gas

Sample length: 10s

7qdNJ9dTe8o

ID: 115272867

Label: gas

Sample length: 10s

7AzmCY8c4JY

ID: 115272884

Label: gas

Sample length: 10s

Model accuracy (Unoptimized (float32))

Validation set

86.0%

Test set

57.4%

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

Latency

189 ms.

Peak RAM usage

24.7K

Flash usage

55.4K

Run this model

On any device

Clone project

Dataset summary

Data collected

45m 6s

Sensor

audio @ 16KHz

Labels

diesel, gas, nothing

Project info

Project ID	118808
Project version	4
License	No license attached
No. of views	7,878
No. of clones	1