Carlos / YesNo 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.

YesNo

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 (6,016 samples)

View all

yes.2b5e346d_nohash_0

ID: 143090682

Label: yes

Sample length: 1s

no.67fcdb05_nohash_0

ID: 143092181

Label: no

Sample length: 1s

noise.orig_train.Washing_1.wav.187000

ID: 143087475

Label: noise

Sample length: 1s

yes.256c0a05_nohash_0

ID: 143090550

Label: yes

Sample length: 1s

no.d98f6043_nohash_0

ID: 143091642

Label: no

Sample length: 1s

noise.orig_train.Babble_4.wav.59000

ID: 143088278

Label: noise

Sample length: 1s

no.8fe52b97_nohash_1

ID: 143091966

Label: no

Sample length: 1s

yes.7ce8df21_nohash_0

ID: 143090635

Label: yes

Sample length: 1s

Model accuracy (Unoptimized (float32))

Validation set

90.8%

Test set

85.2%

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

Latency

178 ms.

Peak RAM usage

16.8K

Flash usage

30.8K

Run this model

On any device

Clone project

Dataset summary

Data collected

1h 40m 16s

Sensor

audio @ 16KHz

Labels

no, noise, unknown, yes

Project info

Project ID	146769
Project version	1
License	Apache 2.0
No. of views	147,595
No. of clones	3