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

Target: Cortex-M4F 80MHz Clone this project

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Syntiant-RC-Go-Stop Nicla

Keyword spotting

About this project

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Data (12,229 samples)

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stop.2b63uhui.454a3994b8cf.json.2bjbc6ng

ID: 157752826

Label: stop

Sample length: 968ms

stop.2b63vor8.454a3994b8cf.json.2bjbch1f

ID: 157751992

Label: stop

Sample length: 968ms

stop.2b63vmmb.454a3994b8cf.json.2bjbcg47

ID: 157752039

Label: stop

Sample length: 968ms

stop.stop_6c968bd9_nohash_3.wav.23sf9hot.ingestion-6bc8b65f8c-vrv59.wav.24fgs71n.ingestion-7455f94948-tfz5w.json.2bip2b3d.eb89fd814ec1.json.2bjbj541

ID: 157747747

Label: stop

Sample length: 968ms

z_openset.1dce06e8_nohash_0.wav.2biqrmpm.eb89fd814ec1.json.2bjbstuf

ID: 157745172

Label: z_openset

Sample length: 420ms

stop.2b6410np.454a3994b8cf.json.2bjbeblb

ID: 157750335

Label: stop

Sample length: 968ms

go.2b645vf9.454a3994b8cf.json.2bjbh07r

ID: 157748712

Label: go

Sample length: 968ms

z_openset.helloworld.mathijs4.wav.1ncrra1d.ingestion-675cdb5cc7-8nx9w.s12.json.2bj17itl.eb89fd814ec1.json.2bjc6l1a

ID: 157743411

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

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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	73,341
No. of clones	68