Edge Impulse Inc. / Syntiant-RC-Go-Stop Nicla 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.

Syntiant-RC-Go-Stop Nicla

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 (12,229 samples)

View all

go.2b643oiv.454a3994b8cf.json.2bjbdmse

ID: 157750727

Label: go

Sample length: 968ms

z_openset.1c84a139_nohash_2_three.wav.2bir4562.eb89fd814ec1.json.2bjc19ok

ID: 157744327

Label: z_openset

Sample length: 387ms

z_openset.noise.orig_test.AirportAnnouncements_2.wav.26000.wav.2biqjg6t.eb89fd814ec1.json.2bjbkqns

ID: 157747187

Label: z_openset

Sample length: 1s

go.2b6450ho.454a3994b8cf.json.2bjbfpi7

ID: 157749425

Label: go

Sample length: 968ms

z_openset.1e02ffc5_nohash_3_six.wav.2bir1fad.eb89fd814ec1.json.2bjc1qul

ID: 157744244

Label: z_openset

Sample length: 614ms

z_openset.noise.orig_train.Babble_4.wav.59000.wav.2biqjvdo.eb89fd814ec1.json.2bjblumk

ID: 157746870

Label: z_openset

Sample length: 1s

z_openset.noise.orig_train.WasherDryer_4.wav.386000.wav.2biql8uc.eb89fd814ec1.json.2bjbpu7n

ID: 157745834

Label: z_openset

Sample length: 1s

z_openset.noise.orig_train.Office_1.wav.260000.wav.2biqkmg9.eb89fd814ec1.json.2bjbogp5

ID: 157746182

Label: z_openset

Sample length: 1s

Model accuracy (Unoptimized (float32))

Validation set

97.9%

Test set

96.0%

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

Latency

25 ms.

Peak RAM usage

3.8K

Flash usage

550.1K

Run this model

On any device

Clone project

Dataset summary

Data collected

2h 54m 52s

Sensor

audio @ 16KHz

Labels

go, stop, z_openset

Project info

Project ID	137011
Project version	2
License	BSD 3-Clause Clear
No. of views	107,010
No. of clones	72