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

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

stop.2b63vf6s.454a3994b8cf.json.2bjbcdd0

ID: 75975296

Label: stop

Sample length: 968ms

stop.stop_ef3367d9_nohash_7.wav.23sfi79p.ingestion-6bc8b65f8c-vrv59.wav.24fh1h3h.ingestion-7455f94948-6jtv5.json.2bip35sp.eb89fd814ec1.json.2bjbkglr

ID: 75970383

Label: stop

Sample length: 968ms

stop.stop_1a673010_nohash_0.wav.23sf8cjt.ingestion-6bc8b65f8c-86d4w.wav.24fgrt1c.ingestion-7455f94948-tfz5w.json.2bip2758.eb89fd814ec1.json.2bjbiug4

ID: 75970936

Label: stop

Sample length: 968ms

z_openset.noise.orig_train.ShuttingDoor_4.wav.0.wav.2biqkpkp.eb89fd814ec1.json.2bjboojg

ID: 75969224

Label: z_openset

Sample length: 1s

go.2b644l9p.454a3994b8cf.json.2bjbf33q

ID: 75972910

Label: go

Sample length: 968ms

z_openset.0cb74144_nohash_1_no.wav.2bj91j5v.eb89fd814ec1.json.2bjc49ni

ID: 75966929

Label: z_openset

Sample length: 377ms

go.go_5aac2efa_nohash_0.wav.23scli32.ingestion-6bc8b65f8c-86d4w.wav.24esb6jc.ingestion-7455f94948-6jtv5.json.2bip1fu7.eb89fd814ec1.json.2bjbhnde

ID: 75971432

Label: go

Sample length: 968ms

go.2b645qlt.454a3994b8cf.json.2bjbgpbs

ID: 75971912

Label: go

Sample length: 968ms

Model accuracy (Unoptimized (float32))

Validation set

98.0%

Test set

96.4%

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	42868
Project version	2
License	BSD 3-Clause Clear
No. of views	531,537
No. of clones	528