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.go_f21893dc_nohash_0.wav.23sd50h0.ingestion-6bc8b65f8c-vrv59.wav.24esgjgt.ingestion-7455f94948-tfz5w.json.2bip259u.eb89fd814ec1.json.2bjbir7d

ID: 157747874

Label: go

Sample length: 968ms

stop.2b63v0ds.454a3994b8cf.json.2bjbc9mi

ID: 157752506

Label: stop

Sample length: 968ms

z_openset.0f250098_nohash_0_nine.wav.2biqsjbv.eb89fd814ec1.json.2bjbrfaa

ID: 157745497

Label: z_openset

Sample length: 444ms

z_openset.0e6e36c9_nohash_1_yes.wav.2bj90ugv.eb89fd814ec1.json.2bjc4d6t

ID: 157743809

Label: z_openset

Sample length: 557ms

stop.2b63uji4.454a3994b8cf.json.2bjbc73r

ID: 157752787

Label: stop

Sample length: 968ms

stop.2b6410ll.454a3994b8cf.json.2bjbebkh

ID: 157750338

Label: stop

Sample length: 968ms

z_openset.1a892463_nohash_0.wav.2bir0r1o.eb89fd814ec1.json.2bjc0ejd

ID: 157744456

Label: z_openset

Sample length: 710ms

go.2b644fgu.454a3994b8cf.json.2bjbet4c

ID: 157749955

Label: go

Sample length: 968ms

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	102,958
No. of clones	72